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Full Research Papers
| ID | PAPER TITLE | AUTHORS |
|---|---|---|
| fp0008 | Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models | Qiong Nan,Qiang Sheng,Juan Cao,Beizhe Hu,Danding Wang,Jintao Li |
| fp0014 | Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction | Hao-Ren Yao,Luke Breitfeller,Aakanksha Naik,Chunxiao Zhou,Carolyn Rose |
| fp0020 | PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations | Yinghao Zhu,Zixiang Wang,Long He,Shiyun Xie,Xiaochen Zheng,Liantao Ma,Chengwei Pan |
| fp0025 | Post-Quantum Searchable Encryption Supporting User-Authorization for Outsourced Data Management | Shiyuan Xu,Yibo Cao,Xue Chen,Yu Guo,Yuer Yang,Fangda Guo,Siu-Ming Yiu |
| fp0026 | Novelty-aware Graph Traversal and Expansion for Hierarchical Reinforcement Learning | Jongchan Park,Seungjun Oh,Yusung Kim |
| fp0027 | Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans | Junlin Fang,Wenya Wang,Tianze Luo,Yanyong Huang,Fengmao Lv |
| fp0030 | Mining Path Association Rules in Large Property Graphs | Yuya Sasaki,Panagiotis Karras |
| fp0040 | CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection | Jihun Yi,Sungroh Yoon |
| fp0041 | LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting | Hubert Truchan,Christian Kalfar,Zahra Ahmadi |
| fp0046 | What a Surprise! Computing Rewritten Modules Can Be as Efficient as Computing Subset Modules | Zhihao Yang,Yizheng Zhao |
| fp0053 | Natural Language-Assisted Multi-modal Medication Recommendation | Jie Tan,Yu Rong,Kangfei Zhao,Tian Bian,Tingyang Xu,Junzhou Huang,Hong Cheng,Helen Meng |
| fp0055 | Accurate Neural Network Option Pricing Methods with Control Variate Techniques and Data Synthesis/Cleaning with Financial Rationality | Chia-Wei Hsu,Tian-Shyr Dai,Chuan-Ju Wang,Ying-Ping Chen |
| fp0065 | Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank | Shashank Gupta,Harrie Oosterhuis,Maarten de Rijke |
| fp0066 | MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation | Jianping Zhou,Junhao Li,Guanjie Zheng,Xinbing Wang,Chenghu Zhou |
| fp0072 | Sparks of Surprise: Multi-objective Recommendations with Hierarchical Decision Transformers for Diversity, Novelty, and Serendipity | Jie Wang,Alexandros Karatzoglou,Ioannis Arapakis,Xin Xin,Xuri Ge,Joemon M. Jose |
| fp0080 | Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search | Fengran Mo,Chen Qu,Kelong Mao,Yihong Wu,Zhan Su,Kaiyu Huang,Jian-Yun Nie |
| fp0082 | Collaborative Alignment for Recommendation | Chen Wang,Liangwei Yang,Zhiwei Liu,Xiaolong Liu,Mingdai Yang,Yueqing Liang,Philip S. Yu |
| fp0088 | Interpretable Triplet Importance for Personalized Ranking | Bowei He,Chen Ma |
| fp0102 | Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection | Zhiwei Yang,Yuecen Wei,Haoran Li,Qian Li,Lei Jiang,Li Sun,Xiaoyan Yu,Chunming Hu,Hao Peng |
| fp0107 | HiLite: Hierarchical Level-implemented Architecture Attaining Part-Whole Interpretability | Yoo Hyun Jeong,Sunghyun Hwang,Dong-Kyu Chae |
| fp0108 | Discrepancy-guided Channel Dropout for Domain Generalization | Seonggyeom Kim,Byeongtae Park,Harim Lee,Dong-Kyu Chae |
| fp0113 | PSNE: Efficient Spectral Sparsification Algorithms for Scaling Network Embedding | Longlong Lin,Yunfeng Yu,Zihao Wang,Zeli Wang,Yuying Zhao,Jin Zhao,Tao Jia |
| fp0130 | A Geometric Perspective for High-Dimensional Multiplex Graphs | Kamel Abdous,Nairouz Mrabah,Mohamed Bouguessa |
| fp0137 | CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State | Xiang Li,Shunpan Liang,Yu Lei,Chen Li,Yulei Hou,Dashun Zheng,Tengfei Ma |
| fp0139 | Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction | Kun Peng,Lei Jiang,Qian Li,Haoran Li,Xiaoyan Yu,Li Sun,Shuo Sun,Yanxian Bi,Hao Peng |
| fp0144 | Explainable Stock Price Movement Prediction using Contrastive Learning | Kelvin Du,Rui Mao,Frank Xing,Erik Cambria |
| fp0145 | Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs | Vardaan Pahuja,Weidi Luo,Yu Gu,Cheng-Hao Tu,Hong-You Chen,Tanya Berger-Wolf,Charles Stewart,Song Gao,Wei-Lun Chao,Yu Su |
| fp0152 | Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement | Zhikai Xue,Guoxiu He,Zhuoren Jiang,Sichen Gu,Yangyang Kang,Star Zhao,Wei Lu |
| fp0153 | Hierarchical Graph Latent Diffusion Model for Conditional Molecule Generation | Tian Bian,Yifan Niu,Heng Chang,Divin Yan,Junzhou Huang,Yu Rong,Tingyang Xu,Jia Li,Hong Cheng |
| fp0160 | A Learning-based Approach for Explaining Language Models | Oren Barkan,Yonatan Toib,Yehonatan Elisha,Noam Koenigstein |
| fp0161 | MultiLoRA: Multi-Directional Low Rank Adaptation for Multi-Domain Recommendation | Zijian Song,Wenhan Zhang,Lifang Deng,Jiandong Zhang,Kaigui Bian,Bin Cui |
| fp0163 | Tackling Noisy Clients in Federated Learning with End-to-end Label Correction | Xuefeng Jiang,Sheng Sun,Jia Li,Jingjing Xue,Runhan Li,Zhiyuan Wu,Gang Xu,Yuwei Wang,Min Liu |
| fp0166 | DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism | Xiaoyan Yu,Yifan Wei,Pu Li,Shuaishuai Zhou,Hao Peng,Li Sun,Liehuang Zhu,Philip S. Yu |
| fp0172 | ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance | Ling-Hao Chen,Yuanshuo Zhang,Taohua Huang,Liangcai Su,Zeyi Lin,Xi Xiao,Xiaobo Xia,Tongliang Liu |
| fp0176 | A Power Method to Alleviate Over-smoothing for Recommendation | Peng Zhou,Yachao Cui,Han Cao |
| fp0190 | Prompt-Based Spatio-Temporal Graph Transfer Learning | Junfeng Hu,Xu Liu,Zhencheng Fan,Yifang Yin,Shili Xiang,Savitha Ramasamy,Roger Zimmermann |
| fp0192 | Hypergraph Hash Learning for Efficient Trajectory Similarity Computation | Yuan Cao,Lei Li,Xiangru Chen,Xue Xu,Zuojin Huang,Yanwei Yu |
| fp0203 | Causal Probing for Dual Encoders | Jonas Wallat,Hauke Hinrichs,Avishek Anand |
| fp0207 | Design Element Aware Poster Layout Generation | Yinan Li,Jia Chen,Yin Bai,Jia Cheng,Jun Lei |
| fp0209 | Large Language Models Enhanced Collaborative Filtering | Zhongxiang Sun,Zihua Si,Xiaoxue Zang,Kai Zheng,Yang Song,Xiao Zhang,Jun Xu |
| fp0212 | Retrieval Augmented Deep Anomaly Detection for Tabular Data | Hugo Thimonier,Fabrice Popineau,Arpad Rimmel,Bich-Liên Doan |
| fp0215 | Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification | Jiaxing Xu,Kai He,Mengcheng Lan,Qingtian Bian,Wei Li,Tieying Li,Yiping Ke,Miao Qiao |
| fp0221 | Veracity Estimation for Entity-Oriented Search with Knowledge Graphs | Stefano Marchesin,Gianmaria Silvello,Omar Alonso |
| fp0235 | LLaVA-Chef: A Multi-modal Generative Model for Food Recipes | Fnu Mohbat,Mohammed J. Zaki |
| fp0237 | Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information | Guang Yang,Meiqi Tu,Zelong Li,Jinquan Hang,Taichi Liu,Ruofeng Liu,Yi Ding,Yu Yang,Desheng Zhang |
| fp0240 | Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks | Jinkun Han,Wei Li,Yingshu Li,Zhipeng Cai |
| fp0246 | Topological Anonymous Walk Embedding: A New Structural Node Embedding Approach | Yuchen Yan,Yongyi Hu,Qinghai Zhou,Shurang Wu,Dingsu Wang,Hanghang Tong |
| fp0255 | Breaking State-of-the-Art Poisoning Defenses to Federated Learning: An Optimization-Based Attack Framework | Yuxin Yang,Qiang Li,Chenfei Nie,Yuan Hong,Binghui Wang |
| fp0263 | Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity | Minxiao Chen,Haitao Yuan,Nan Jiang,Zhifeng Bao,Shangguang Wang |
| fp0267 | DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning | Xi Chen,Yun Xiong,Siwei Zhang,Jiawei Zhang,Yao Zhang,Shiyang Zhou,Xixi Wu,Mingyang Zhang,Tengfei Liu,Weiqiang Wang |
| fp0270 | Learnable Item Tokenization for Generative Recommendation | Wenjie Wang,Honghui Bao,Xinyu Lin,Jizhi Zhang,Yongqi Li,Fuli Feng,See-Kiong Ng,Tat-Seng Chua |
| fp0273 | MV-BART: Multi-view BART for Multi-modal Sarcasm Detection | Xingjie Zhuang,Fengling Zhou,Zhixin Li |
| fp0277 | Rethinking Attention Mechanism for Spatio-Temporal Modeling: A Decoupling Perspective in Traffic Flow Prediction | Qi Yu,Weilong Ding,Hao Zhang,Yang Yang,Tianpu Zhang |
| fp0287 | Hyperbolic Contrastive Learning for Cross-Domain Recommendation | Xin Yang,Heng Chang,Zhijian Lai,Jinze Yang,Xingrun Li,Yu Lu,Shuaiqiang Wang,Dawei Yin,Erxue Min |
| fp0302 | Revisiting Optimal Window Aggregation in Data Streams: The Prefix-Sum Approach | José Martinez, Nantes Université;Guillaume Raschia, Nantes Université |
| fp0305 | iMIRACLE: An Iterative Multi-View Graph Neural Network to Model Intercellular Gene Regulation From Spatial Transcriptomic Data | Ziheng Duan,Siwei Xu,Cheyu Lee,Dylan Riffle,Jing Zhang |
| fp0307 | Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach | Ruo Yang,Binghui Wang,Mustafa Bilgic |
| fp0311 | scACT: Accurate Cross-modality Translation via Cycle-consistent Training from Unpaired Single-cell Data | Siwei Xu,Junhao Liu,Jing Zhang |
| fp0330 | Graph Anomaly Detection with Adaptive Node Mixup | Qinghai Zhou,Yuzhong Chen,Zhe Xu,Yuhang Wu,Menghai Pan,Mahashweta Das,Hao Yang,Hanghang Tong |
| fp0344 | Covering a Graph with Dense Subgraph Families, via Triangle-Rich Sets | Sabyasachi Basu,Daniel Paul-Pena,Kun Qian,C. Seshadhri,Edward W Huang,Karthik Subbian |
| fp0356 | GLFNet: Global and Local Frequency-domain Network for Long-term Time Series Forecasting | Xucheng Zhou,Yuwen Liu,Lianyong Qi,Xiaolong Xu,Wanchun Dou,Xuyun Zhang,Yang Zhang,Xiaokang Zhou |
| fp0358 | Multi-modal Food Recommendation with Health-aware Knowledge Distillation | Yixin Zhang,Xin Zhou,Fanglin Zhu,Ning Liu,Wei Guo,Yonghui Xu,Zhiqi Shen,Lizhen Cui |
| fp0360 | TEXT CAN BE FAIR: Mitigating Popularity Bias with PLMs by Learning Relative Preference | Zuoli Tang,Zhaoxin Huan,Zihao Li,Shirui Hu,Xiaolu Zhang,Jun Zhou,Lixin Zou,Chenliang Li |
| fp0365 | EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation | Yinghao Zhu,Changyu Ren,Zixiang Wang,Xiaochen Zheng,Shiyun Xie,Junlan Feng,Xi Zhu,Zhoujun Li,Liantao Ma,Chengwei Pan |
| fp0371 | Bots Shield Fake News: Adversarial Attack on User Engagement based Fake News Detection | Lanjun Wang,Zehao Wang,Le Wu,An-An Liu |
| fp0375 | Learning to Differentiate Pairwise-Argument Representations for Implicit Discourse Relation Recognition | Zhipang Wang,Yu Hong,Yuxiang Lu,Xiabing Zhou,Jianmin Yao,Guodong Zhou |
| fp0377 | AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes | Shuxin Zhong,Hua Wei,Wenjun Lyu,Guang Yang,Zhiqing Hong,Guang Wang,Yu Yang,Desheng Zhang |
| fp0392 | Teach Harder, Learn Poorer: Rethinking Hard Sample Distillation for GNN-to-MLP Knowledge Distillation | Lirong Wu,Yunfan Liu,Haitao Lin,Yufei Huang,Stan Z. Li |
| fp0394 | Finding MIDDLE Ground: Scalable and Secure Distributed Learning | Marco Bornstein,Nawaf Nazir,Jan Drgona,Soumya Kundu,Veronica Adetola |
| fp0400 | Re-evaluating the Command-and-Control Paradigm in Conversational Search Interactions | Johanne R. Trippas,Luke Gallagher,Joel Mackenzie |
| fp0402 | Inferring Visualization Intent from Conversation | Haotian Li,Nithin Chalapathi,Huamin Qu,Alvin Cheung,Aditya G. Parameswaran |
| fp0404 | Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach | Xiaopeng Ye,Chen Xu,Jun Xu,Xuyang Xie,Gang Wang,Zhenhua Dong |
| fp0416 | FastSimiFeat: A Fast and Generalized Approach Utilizing $k$-NN for Noisy Data Handling | Jungi Lee,Hwiwoo Park,Myounghwan Kim,Jiseong Yoon,Kwangsun Yoo,Seok-Joo Byun |
| fp0417 | Adversarial Text Rewriting for Text-aware Recommender Systems | Sejoon Oh,Gaurav Verma,Srijan Kumar |
| fp0422 | Combining Incomplete Observational and Randomized Data for Heterogeneous Treatment Effects | Dong Yao,Caizhi Tang,Qing Cui,Longfei Li |
| fp0423 | Towards Deconfounded Visual Question Answering via Dual-causal Intervention | Daowan Peng,Wei Wei |
| fp0425 | The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective | Binbin Hu,Weifan Wang,Shuhan Wang,Ziqi Liu,Bin Shen,Yong He,Jiawei Chen |
| fp0449 | Collaborative Cross-modal Fusion with Large Language Model for Recommendation | Zhongzhou Liu,Hao Zhang,Kuicai Dong,Yuan Fang |
| fp0454 | A Learning-path based Supervised Method for Concept Prerequisite Relations Extraction in Educational Data | Jingwen Sun,Yu He,Yiyu Xu,Jingwei Sun,Guangzhong Sun |
| fp0455 | Social Influence Learning for Recommendation Systems | Ximing Chen,Pui Ieng Lei,Yijun Sheng,Yanyan Liu,Zhiguo Gong |
| fp0458 | MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models | Yunjia Xi,Weiwen Liu,Jianghao Lin,Bo Chen,Ruiming Tang,Weinan Zhang,Yong Yu |
| fp0478 | Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic Prediction | Shuhao Li,Yue Cui,Jingyi Xu,Jing Zhao,Fan Zhang,Weidong Yang,Xiaofang Zhou |
| fp0479 | ACDM: An Effective and Scalable Active Clustering with Pairwise Constraint | Xun Fu,Wen-Bo Xie,Bin Chen,Tao Deng,Tian Zou,Xin Wang |
| fp0485 | Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation | Tianli Zhang,Tongya Zheng,Zhenbang Xiao,Zulong Chen,Liangyue Li,Zunlei Feng,Dongxiang Zhang,Mingli Song |
| fp0494 | Tiled Bit Networks: Sub-Bit Neural Network Compression Through Reuse of Learnable Binary Vectors | Matt Gorbett,Hossein Shirazi,Indrakshi Ray |
| fp0502 | Shape-aware Graph Spectral Learning | Junjie Xu,Enyan Dai,Dongsheng Luo,Xiang Zhang,Suhang Wang |
| fp0506 | MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions | Qinchen Yang,Zejun Xie,Hua Wei,Desheng Zhang,Yu Yang |
| fp0508 | HTFabric: A Fast Re-ordering and Parallel Re-execution Method for a High-Throughput Blockchain | Jaeyub Song,Juyeong Jeong,Jemin Lee,Inju Na,Min-Soo Kim |
| fp0514 | Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models | Namkyeong Lee,Siddhartha Laghuvarapu,Chanyoung Park,Jimeng Sun |
| fp0515 | Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples | Qingkai Zeng,Yuyang Bai,Zhaoxuan Tan,Shangbin Feng,Zhenwen Liang,Zhihan Zhang,Meng Jiang |
| fp0517 | Self-supervised One-Stage Learning for RF-based Multi-Person Pose Estimation | Seunghwan Shin,Yusung Kim |
| fp0518 | A Universal Sets-level Optimization Framework for Next Set Recommendation | Yuli Liu,Min Liu,Christian Walder,Lexing Xie |
| fp0525 | Aligning Large Language Model with Direct Multi-Preference Optimization for Recommendation | Zhuoxi Bai,Ning Wu,Fengyu Cai,Xinyi Zhu,Yun Xiong |
| fp0526 | Domain Alignment with Large Vision-language Models for Cross-domain Remote Sensing Image Retrieval | Yan Chen,Guocan Cai,Fufang Li,Yangtao Wang,Xin Tan,Xiaocui Li |
| fp0527 | Efficient and Secure Contribution Estimation in Vertical Federated Learning | Juan Li,Rui Deng,Tianzi Zang,Mingqi Kong,Kun Zhu |
| fp0533 | Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis | Zhe Liu,Xiang Huang,Jingyun Zhang,Zhifeng Hao,Li Sun,Hao Peng |
| fp0536 | HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario Recommendations | Jingtong Gao,Bo Chen,Menghui Zhu,Xiangyu Zhao,Xiaopeng Li,Yuhao Wang,Yichao Wang,Huifeng Guo,Ruiming Tang |
| fp0540 | Towards Cross-Lingual Spoken Language Understanding via Multi-task Learning and Mixed Scheduled Sampling | Xuxin Cheng,Yuexian Zou |
| fp0542 | Watermarking Recommender Systems | Sixiao Zhang,Cheng Long,Wei Yuan,Hongxu Chen,Hongzhi Yin |
| fp0544 | SVIPTR: Fast and Efficient Scene Text Recognition with Vision Permutable Extractor | Xianfu Cheng,Weixiao Zhou,Xiang Li,Jian Yang,Hang Zhang,Tao Sun,Wei Zhang,Yuying Mai,Tongliang Li,Xiaoming Chen,Zhoujun Li |
| fp0546 | Image-text Retrieval with Main Semantics Consistency | Yi Xie,Yangtao Wang,Yanzhao Xie,Xin Tan,Jingjing Li,Xiaocui Li,Weilong Peng,Maobin Tang,Meie Fang |
| fp0547 | GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation | Guojiao Lin,Meng Zhen,Dongjie Wang,Qingqing Long,Yuanchun Zhou,Meng Xiao |
| fp0551 | Multi-Task Recommendation with Task Information Decoupling | Ruiran Yan,Rui Fan,Defu Lian |
| fp0553 | HC-GST: Heterophily-aware Distribution Consistency based Graph Self-training | Fali Wang,Tianxiang Zhao,Junjie Xu,Suhang Wang |
| fp0555 | Enhancing Anomaly Detection via Generating Diversified and Hard-to-distinguish Synthetic Anomalies | Hyuntae Kim,Changhee Lee |
| fp0557 | GraphCBAL: Class-Balanced Active Learning for Graph Neural Networks via Reinforcement Learning | Chengcheng Yu,Jiapeng Zhu,Xiang Li |
| fp0571 | PARs: Predicate-based Association Rules for Efficient and Accurate Anomaly Explanation | Cheng Feng |
| fp0576 | AlignRec: Aligning and Training in Multimodal Recommendations | Yifan Liu,Kangning Zhang,Xiangyuan Ren,Yanhua Huang,Jiarui Jin,Yingjie Qin,Ruilong Su,Ruiwen Xu,Yong Yu,Weinan Zhang |
| fp0584 | Buffalo: Biomedical Vision-Language Understanding with Cross-Modal Prototype and Federated Foundation Model Collaboration | Bingjie Yan,Qian Chen,Yiqiang Chen,Xinlong Jiang,Wuliang Huang,Bingyu Wang,Zhirui Wang,Chenlong Gao,Teng Zhang |
| fp0593 | MOAT: Graph Prompting for 3D Molecular Graphs | Qingqing Long,Yuchen Yan,Wentao Cui,Wei Ju,Zhihong Zhu,Yuanchun Zhou,Xuezhi Wang,Meng Xiao |
| fp0594 | On Evaluation Metrics for Diversity-enhanced Recommendations | Xueqi Li,Gao Cong,Guoqing Xiao,Yang Xu,Wenjun Jiang,Kenli Li |
| fp0597 | RecDiff: Diffusion Model for Social Recommendation | Zongwei Li,Lianghao Xia,Chao Huang |
| fp0598 | Information Retrieval Optimization for Non-Exemplar Class Incremental Learning | Shuai Guo,Yang Gu,Yuan Ma,Yingwei Zhang,Weining Weng,Jun Liu,Weiwei Dai,Yiqiang Chen |
| fp0606 | Precision Meets Resilience: Cross-Database Generalization with Uncertainty Quantification for Robust Cost Estimation | Shuhuan Fan,Mengshu Hou,Rui Xi,Wenwen Ma |
| fp0609 | ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems | Yi Zhang,Ruihong Qiu,Jiajun Liu,Sen Wang |
| fp0610 | GAD: A Generalized Framework for Anomaly Detection at Different Risk Levels | Rulan Wei,Zewei He,Martin Pavlovski,Fang Zhou |
| fp0617 | 3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection | Rina Carines Cabral,Siwen Luo,Josiah Poon,Soyeon Caren Han |
| fp0628 | Decoupled Behavior-based Contrastive Recommendation | Mengduo Yang,Jie Zhou,Meng Xi,Xiaohua Pan,Yi Yuan,Ying Li,Yangyang Wu,Jinshan Zhang,Jianwei Yin |
| fp0642 | A General Strategy Graph Collaborative Filtering for Recommendation Unlearning | Yongjing Hao,Fuzhen Zhuang,Deqing Wang,Guanfeng Liu,Victor S. Sheng,Pengpeng Zhao |
| fp0645 | Scalable Dynamic Embedding Size Search for Streaming Recommendation | Yunke Qu,Liang Qu,Tong Chen,Xiangyu Zhao,Quoc Viet Hung Nguyen,Hongzhi Yin |
| fp0647 | SGFL-Attack: A Similarity-Guidance Strategy for Hard-Label Textual Adversarial Attack Based on Feedback Learning | Panjia Qiu,Guanghao Zhou,Mingyuan Fan,Cen Chen,Yaliang Li,Wenming Zhou |
| fp0649 | LST2A: Lexical-Syntactic Targeted Adversarial Attack for Texts | Guanghao Zhou,Panjia Qiu,Mingyuan Fan,Cen Chen,Yaliang Li,Wenmeng Zhou |
| fp0654 | Probabilistic Path Integration with Mixture of Baseline Distributions | Yehonatan Elisha,Oren Barkan,Noam Koenigstein |
| fp0659 | Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | Baoyu Jing,Dawei Zhou,Kan Ren,Carl Yang |
| fp0674 | SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback | Kepu Zhang,Teng Shi,Sunhao Dai,Xiao Zhang,Yinfeng Li,Jing Lu,Xiaoxue Zang,Yang Song,Jun Xu |
| fp0676 | Using Distributed Ledgers To Build Knowledge Graphs For Decentralized Computing Ecosystems | Tarek Zaarour,Ahmed Khalid,Preeja Pradeep,Ahmed Zahran |
| fp0685 | DDIPrompt: Drug-Drug Interaction Event Prediction based on Graph Prompt Learning | Yingying Wang,Yun Xiong,Xixi Wu,Xiangguo Sun,Jiawei Zhang,GuangYong Zheng |
| fp0686 | When LLM Meets Hypergraph: A Sociological Analysis on Personality via Online Social Networks | Zhiyao Shu,Xiangguo Sun,Hong Cheng |
| fp0688 | Spectral and Geometric Spaces Representation Regularization for Multi-Modal Sequential Recommendation | Zihao Li,Xuekong Xu,Zuoli Tang,Lixin Zou,Qian Wang,Chenliang Li |
| fp0690 | HeckmanCD: Exploiting Selection Bias in Cognitive Diagnosis | Dongxuan Han,Qi Liu,Siqi Lei,Shiwei Tong,Wei Huang |
| fp0698 | Wise Fusion: Group Fairness Enhanced Rank Fusion | Kathleen Cachel,Elke Rundensteiner |
| fp0704 | Advancing Certified Robustness of Explanation via Gradient Quantization | Yang Xiao,Zijie Zhang,Yuchen Fang,Da Yan,Yang Zhou,Wei-Shinn Ku,Bo Hui |
| fp0705 | Regularized Unconstrained Weakly Submodular Maximization | Yanhui Zhu,Samik Basu,A. Pavan |
| fp0707 | Towards Uncertainty Quantification for Time Series Segmentation | Erick Draayer,Huiping Cao |
| fp0724 | MANA-Net: Mitigating Aggregated Sentiment Homogenization with News Weighting for Enhanced Market Prediction | Mengyu Wang,Tiejun Ma |
| fp0726 | PolarDSN: An Inductive Approach to Learning the Evolution of Network Polarization in Dynamic Signed Networks | Min-Jeong Kim,Yeon-Chang Lee,Sang-Wook Kim |
| fp0729 | Context Matters: Enhancing Sequential Recommendation with Context-aware Diffusion-based Contrastive Learning | Ziqiang Cui,Haolun Wu,Bowei He,Ji Cheng,Chen Ma |
| fp0730 | LAMRec: Label-aware Multi-view Drug Recommendation | Yunsen Tang,Ning Liu,Haitao Yuan,Yonghe Yan,Lei Liu,Weixing Tan,Lizhen Cui |
| fp0732 | DPCAG: A Community Affiliation Graph Generation Model for Preserving Group Relationships | Xinjian Zhang,Bo Ning,Chengfei Liu |
| fp0769 | Leveraging Trustworthy Node Attributes for Effective Network Alignment | Dong-Hyuk Seo,Jae-Hwan Lim,Won-Yong Shin,Sang-Wook Kim |
| fp0770 | RD-P: A Trustworthy Retrieval-Augmented Prompter with Knowledge Graphs for LLMs | Yubo Huang,Guosun Zeng |
| fp0773 | Enhancing the Completeness of Rationales for Multi-Step Question Answering | Shangzi Xue,Zhenya Huang,Xin Lin,Jiayu Liu,Longhu Qin,Tianhuang Su,Haifeng Liu,Qi Liu |
| fp0774 | Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking | Songhao Wu,Quan Tu,Mingjie Zhong,Hong Liu,Jia Xu,Jinjie Gu,Rui Yan |
| fp0775 | City Foundation Models for Learning General Purpose Representations from OpenStreetMap | Pasquale Balsebre,Weiming Huang,Gao Cong,Yi Li |
| fp0793 | Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information | Yurou Zhao,Yiding Sun,Ruidong Han,Fei Jiang,Lu Guan,Xiang Li,Wei Lin,Weizhi Ma,Jiaxin Mao |
| fp0797 | Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach | Yuxiang Guo,Shuanghong Shen,Qi Liu,Zhenya Huang,Linbo Zhu,Yu Su,Enhong Chen |
| fp0807 | Empowering Private Tutoring by Chaining Large Language Models | Yulin Chen,Ning Ding,Hai-Tao Zheng,Zhiyuan Liu,Maosong Sun,Bowen Zhou |
| fp0820 | Honest-Majority Maliciously Secure Skyline Queries on Outsourced Data | Yu Chen,Lin Liu,Rongmao Chen,Shaojing Fu,Yuexiang Yang |
| fp0821 | Inductive Knowledge Graph Embedding via Exploring Interaction Patterns of Relations | Chong Mu,Lizong Zhang,Jinchuan Zhang,Qian Huang,Zhiguo Wang |
| fp0822 | CLR2G: Cross modal Contrastive Learning on Radiology Report Generation | Hongchen Xue,Qingzhi Ma,Guanfeng Liu,Jianfeng Qu,Yuanjun Liu,An Liu |
| fp0823 | Data Imputation from the Perspective of Graph Dirichlet Energy | Weiqi Zhang,Guanlue Li,Jianheng Tang,Jia Li,Fugee Tsung |
| fp0825 | A Payment Transaction Pre-training Model for Fraud Transaction Detection | Wenxi Huang,Zhangyi Zhao,Xiaojun Chen,Qin Zhang,Mark Junjie Li,Hanjing Su,Qingyao Wu |
| fp0828 | Cost-Effective Framework with Optimized Task Decomposition and Batch Prompting for Medical Dialogue Summary | Chi Zhang,Tao Chen,Jiehao Chen,Hao Wang,Jiyun Shi,Zhaojing Luo,Meihui Zhang |
| fp0830 | LagCNN: A Fast yet Effective Model for Multivariate Long-term Time Series Forecasting | Linsen Li,Chunfei Jian,Feng Wan,Dongdong Geng,Ziquan Fang,Lu Chen,Yunjun Gao,Weihao Jiang,Jiang Zhu |
| fp0833 | Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models | Derong Xu,Ziheng Zhang,Zhihong Zhu,Zhenxi Lin,Qidong Liu,Xian Wu,Tong Xu,Wanyu Wang,Yuyang Ye,Xiangyu Zhao,Enhong Chen,Yefeng Zheng |
| fp0854 | On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems | Siyu Wang,Xiaocong Chen,Lina Yao |
| fp0855 | DiHAN: A Novel Dynamic Hierarchical Graph Attention Network for Fake News Detection | Ya-Ting Chang,Zhibo Hu,Xiaoyu Li,Shuiqiao Yang,Jiaojiao Jiang,Nan Sun |
| fp0861 | SALA: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding | Zhihong Zhu,Xuxin Cheng,Zhanpeng Chen,Zhichang Wang,Zhiqi Huang,Yuexian Zou |
| fp0877 | Automatic Large Language Model Evaluation via Peer Review | Zhumin Chu,Qingyao Ai,Yiteng Tu,Haitao Li,Yiqun Liu |
| fp0895 | Low Carbon Footprint Training for 1D-CNNs with Temporal Max-Pooling | Anandharaju Durai Raju,Ke Wang |
| fp0903 | InfoMLP: Unlocking the Potential of MLPs for Semi-Supervised Learning with Structured Data | Hengrui Zhang,Qitian Wu,Chenxiao Yang,Philip S. Yu |
| fp0904 | MSKR: Advancing Multi-modal Structured Knowledge Representation with Synergistic Hard Negative Samples | Shuili Zhang,Hongzhang Mu,Tingwen Liu,Qianqian Tong,Jiawei Sheng |
| fp0921 | Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection | Zhikai Wang,Yanyan Shen,Zexi Zhang,Li He,Yichun Li,Hao Gu,Yinghua Zhang |
| fp0928 | Efficient and Robust Regularized Federated Recommendation | Langming Liu,Wanyu Wang,Xiangyu Zhao,Zijian Zhang,Chunxu Zhang,Shanru Lin,Yiqi Wang,Lixin Zou,Zitao Liu,Xuetao Wei,Hongzhi Yin,Qing Li |
| fp0943 | Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding | Yichen Liu,Jiawei Chen,Defang Chen,Zhehui Zhou,Yan Feng,Can Wang |
| fp0956 | MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction | Fanmeng Wang,Wentao Guo,Minjie Cheng,Shen Yuan,Hongteng Xu,Zhifeng Gao |
| fp0958 | Hyperedge Importance Estimation via Identity-aware Hypergraph Attention Network | Yin Chen,Xiaoyang Wang,Chen Chen |
| fp0967 | Debiased Graph Poisoning Attack via Contrastive Surrogate Objective | Kanghoon Yoon,Yeonjun In,Namkyeong Lee,Kibum Kim,Chanyoung Park |
| fp0969 | APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation | Yuxuan Hu,Minghuan Tan,Chenwei Zhang,Zixuan Li,Xiaodan Liang,Min Yang,Chengming Li,Xiping Hu |
| fp0972 | ITIU: Intention Understanding via Interactive Table in Large Language Models | Zenghua Liao,Jinzhi Liao,Xiang Zhao |
| fp0973 | UniRec: A Dual Enhancement of Uniformity and Frequency in Sequential Recommendations | Yang Liu,Yitong Wang,Chenyue Feng |
| fp0976 | ByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road Networks | Tangpeng Dan,Xiao Pan,Bolong Zheng,Xiaofeng Meng |
| fp0979 | MMLRec: A Unified Multi-Task and Multi-Scenario Learning Benchmark for Recommendation | Guanghu Yuan,Jieyu Yang,Shujie Li,Mingjie Zhong,Ang Li,Ke Ding,Yong He,Min Yang,Liang Zhang,Xiaolu Zhang,Linjian Mo |
| fp0987 | Content-Based Collaborative Generation for Recommender Systems | Yidan Wang,Zhaochun Ren,Weiwei Sun,Jiyuan Yang,Zhixiang Liang,Xin Chen,Ruobing Xie,Su Yan,Xu Zhang,Pengjie Ren,Zhumin Chen,Xin Xin |
| fp0988 | Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation | Tianyi Chen,Jianfu Zhang,Yan Hong,Yiyi Zhang,Liqing Zhang |
| fp0995 | MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs | Jiantao Li,Jianpeng Qi,Yueling Huang,Lei Cao,Yanwei Yu,Junyu Dong |
| fp0997 | Bi-directional Learning of Logical Rules with Type Constraints for Knowledge Graph Completion | Kunxun Qi,Jianfeng Du,Hai Wan |
| fp0998 | FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks | Guoxin Chen,Fangda Guo,Yongqing Wang,Yanghao Liu,Peiying Yu,Huawei Shen,Xueqi Cheng |
| fp1001 | AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation | Jinfeng Xu,Zheyu Chen,Jinze Li,Shuo Yang,Hewei Wang,Edith C. H. Ngai |
| fp1011 | Integrating Structure and Text for Enhancing Hyper-relational Knowledge Graph Representation via Structure Soft Prompt Tuning | Lijie Li,Hui Wang,Jiahang Li,Xiaodi Xu,Ye Wang,Tao Ren |
| fp1026 | Time-Series Representation Learning via Dual Reference Contrasting | Rui Yu,Yongshun Gong,Shoujin Wang,Jiasheng Si,Xueping Peng,Bing Xu,Wenpeng Lu |
| fp1027 | Towards Online and Safe Configuration Tuning with Semi-supervised Anomaly Detection | Haitian Chen,Xu Chen,Zibo Liang,Xiushi Feng,Jiandong Xie,Han Su,Kai Zheng |
| fp1034 | HGCH: A Hyperbolic Graph Convolution Network Model for Heterogeneous Collaborative Graph Recommendation | Lu Zhang,Ning Wu |
| fp1040 | CYCLE: Cross-Year Contrastive Learning in Entity-Linking | Pengyu Zhang,Congfeng Cao,Klim Zaporojets,Paul Groth |
| fp1052 | Multi-Modal Sarcasm Detection via Graph Convolutional Network and Dynamic Network | Jiaqi Hao,Junfeng Zhao,Zhigang Wang |
| fp1066 | Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors | Qizhi Pei,Lijun Wu,Zhenyu He,Jinhua Zhu,Yingce Xia,Shufang Xie,Rui Yan |
| fp1068 | Spatio-temporal Graph Normalizing Flow for Probabilistic Traffic Prediction | Yang An,Zhibin Li,Wei Liu,Haoliang Sun,Meng Chen,Wenpeng Lu,Yongshun Gong |
| fp1071 | ALDF: An Adaptive Logical Decision Framework for Multimodal Named Entity Recognition | Guohui Ding,Tianhao Jiang,Rui Zhou,Qian Gao |
| fp1072 | Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs | Zhihao Ding,Jieming Shi,Qing Li,Jiannong Cao |
| fp1077 | A Mixed-Curvature Graph Diffusion Model | Yujie Wang,Shuo Zhang,Junda Ye,Hao Peng,Li Sun |
| fp1084 | MuLe: Multi-Grained Graph Learning for Multi-Behavior Recommendation | Seunghan Lee,Geonwoo Ko,Hyun-Je Song,Jinhong Jung |
| fp1086 | SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection | Zhihao Ding,Jieming Shi,Shiqi Shen,Xuequn Shang,Jiannong Cao,Zhipeng Wang,Zhi Gong |
| fp1099 | Towards Coarse-grained Visual Language Navigation Task Planning Enhanced by Event Knowledge Graph | Kaichen Zhao,Yaoxian Song,Haiquan Zhao,Haoyu Liu,Tiefeng Li,Zhixu Li |
| fp1120 | OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction | Yunpeng Weng,Xing Tang,Zhenhao Xu,Fuyuan Lyu,Dugang Liu,Zexu Sun,Xiuqiang He |
| fp1143 | Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL | Yuanyuan Liang,Keren Tan,Tingyu Xie,Wenbiao Tao,Siyuan Wang,Yunshi Lan,Weining Qian |
| fp1148 | Discovering Denial Constraints Based on Deep Reinforcement Learning | Lingfeng Bian,Weidong Yang,Jingyi Xu,Zijing Tan |
| fp1149 | MATCC: A Novel Approach for Robust Stock Price Prediction Incorporating Market Trends and Cross-time Correlations | Zhiyuan Cao,Jiayu Xu,Chengqi Dong,Peiwen Yu,Tian Bai |
| fp1150 | Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics | Liangwei Nathan Zheng,Zhengyang Li,Chang George Dong,Wei Emma Zhang,Lin Yue,Miao Xu,Olaf Maennel,Weitong Chen |
| fp1152 | Behavior-Dependent Linear Recurrent Units for Efficient Sequential Recommendation | Chengkai Liu,Jianghao Lin,Hanzhou Liu,Jianling Wang,James Caverlee |
| fp1154 | PTSR: Prefix-Target Graph-based Sequential Recommendation | Jiayu Chen,Xiaoyu Du,Yonghua Pan,Jinhui Tang |
| fp1155 | Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction | Liangwei Nathan Zheng,Chang George Dong,Wei Emma Zhang,Xin Chen,Lin Yue,Weitong Chen |
| fp1159 | Periormer: Periodic Transformer for Seasonal and Irregularly Sampled Time Series | Xiaobin Ren,Kaiqi Zhao,Katerina Taškova,Patricia Riddle,Lianyan Li |
| fp1161 | On the Sensitivity of Individual Fairness: Measures and Robust Algorithms | Xinyu He,Jian Kang,Ruizhong Qiu,Fei Wang,Jose Sepulveda,Hanghang Tong |
| fp1164 | Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Yucheng Shi,Qiaoyu Tan,Xuansheng Wu,Shaochen Zhong,Kaixiong Zhou,Ninghao Liu |
| fp1166 | PIECE: Protagonist Identification and Event Chronology Extraction for Enhanced Timeline Summarization | Tz-Huan Hsu,Li-Hsuan Chin,Yen-Hao Huang,Yi-Shin Chen |
| fp1171 | DRFormer: Multi-Scale Transformer Utilizing Diverse Receptive Fields for Long Time-Series Forecasting | Ruixin Ding,Yuqi Chen,Yu-Ting Lan,Wei Zhang |
| fp1175 | Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning | Jinjia Feng,Zhen Wang,Zhewei Wei,Yaliang Li,Bolin Ding,Hongteng Xu |
| fp1185 | Dynamic Neural Control Flow Execution: an Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection | Litao Li,Steven H. H. Ding,Andrew Walenstein,Philippe Charland,Benjamin C. M. Fung |
| fp1190 | Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously | Dong Li,Chen Zhao,Minglai Shao,Wenjun Wang |
| fp1196 | Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation | Hyunsik Jeon,Se-eun Yoon,Julian McAuley |
| fp1207 | No Query Left Behind: Query Refinement via Backtranslation | Delaram Rajaei,Zahra Taheri,Hossein Fani |
| fp1211 | Multi-Behavior Generative Recommendation | Zihan Liu,Yupeng Hou,Julian McAuley |
| fp1215 | A Universal and Interpretable Method for Enhancing Stock Price Prediction | Yuchen Liu,Shimin Di,Lei Chen,Xiaofang Zhou,Fei Lin |
| fp1216 | $StatioCL:$ Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast | Yu Wu,Ting Dang,Dimitris Spathis,Hong Jia,Cecilia Mascolo |
| fp1229 | Privacy-preserving Spatial Dataset Search in Cloud | Pengyue Li,Hua Dai,Sheng Wang,Wenzhe Yang,Geng Yang |
| fp1246 | Learning from Novel Knowledge: Continual Few-shot Knowledge Graph Completion | Zhuofeng Li,Haoxiang Zhang,Qiannan Zhang,Ziyi Kou,Shichao Pei |
| fp1249 | Fast and Accurate PARAFAC2 Decomposition for Time Range Queries on Irregular Tensors | Jun-Gi Jang,Yong-chan Park,U Kang |
| fp1256 | GameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding | Shanyang Jiang,Lan Zhang,Hui Xu,Jiahui Huang,Qi He,Xing Zhou,Lei Huang,Jie Jiang |
| fp1258 | FaDE: A Face Segment Driven Identity Anonymization Framework For Fair Face Recognition | Ziyi Kou,Yijun Tian,Meng Jiang,Xiangliang Zhang |
| fp1261 | Physics-guided Active Sample Reweighting for Urban Flow Prediction | Wei Jiang,Tong Chen,Guanhua Ye,Wentao Zhang,Lizhen Cui,Zi Huang,Hongzhi Yin |
| fp1267 | SGES: A General and Space-efficient Framework for Graphlet Counting in Graph Streams | Chen Yang,Lailong Luo,Yuliang Lu,Chu Huang,Qianzhen Zhang,Guozheng Yang,Deke Guo |
| fp1278 | Learning Cross-modal Knowledge Reasoning and Heuristic-prompt for Visual-language Navigation | Dongming Zhou,Zhengbin Pang,Wei Li |
| fp1287 | HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting | Shubao Zhao,Ming Jin,Zhaoxiang Hou,Chengyi Yang,Zengxiang Li,Qingsong Wen,Yi Wang |
| fp1300 | TESSM: Tree-based Selective State Space Models for Efficient Join Order Selection Learning | Yaohui Chu,Yizhe Liu,Yue Zhang,Xuan Hou,Longfei Yu,Zhaohui Peng |
| fp1313 | LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation | Yuhao Wang,Yichao Wang,Zichuan Fu,Xiangyang Li,Wanyu Wang,Yuyang Ye,Xiangyu Zhao,Huifeng Guo,Ruiming Tang |
| fp1315 | Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion | Liang Liu,Dong Zhang,Shoushan Li,Guodong Zhou,Erik Cambria |
| fp1318 | Not All Negatives are Equally Negative: Soft Contrastive Learning for Unsupervised Sentence Representations | Haojie Zhuang,Wei Emma Zhang,Jian Yang,Weitong Chen,Quan Z. Sheng |
| fp1320 | Topology-aware Retrieval Augmentation for Text Generation | Yu Wang,Nedim Lipka,Ruiyi Zhang,Alexa Siu,Yuying Zhao,Bo Ni,Xin Wang,Ryan Rossi,Tyler Derr |
| fp1323 | PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment | Zeyu Dong,Qingqing Long,Yihang Zhou,Pengfei Wang,Zhihong Zhu,Xiao Luo,Yidong Wang,Pengyang Wang,Yuanchun Zhou |
| fp1326 | Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble | Chang George Dong,Zhengyang David Li,Liangwei Nathan Zheng,Weitong Chen,Wei Emma Zhang |
| fp1331 | EasyST: A Simple Framework for Spatio-Temporal Prediction | Jiabin Tang,Wei Wei,Lianghao Xia,Chao Huang |
| fp1334 | Towards Robust Vision Transformer via Masked Adaptive Ensemble | Fudong Lin,Jiadong Lou,Xu Yuan,Nian-Feng Tzeng |
| fp1355 | Identifying Contemporaneous and Lagged Dependence Structures by Promoting Sparsity in Continuous-time Neural Networks | Fan Wu,Woojin Cho,David Korotky,Sanghyun Hong,Donsub Rim,Noseong Park,Kookjin Lee |
| fp1356 | Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization | Long Tan Le,Tuan Dung Nguyen,Tung-Anh Nguyen,Choong Seon Hong,Suranga Seneviratne,Wei Bao,Nguyen H. Tran |
| fp1364 | A GAIL Fine-Tuned LLM Enhanced Framework for Low-Resource Knowledge Graph Question Answering | Zhiqiang Zhang,Liqiang Wen,Wen Zhao |
| fp1366 | Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation | Neng Kai Nigel Neo,Yeon-Chang Lee,Yiqiao Jin,Sang-Wook Kim,Srijan Kumar |
| fp1374 | Out-of-Distribution Aware Classification for Tabular Data | Amirhossein Ansari,Ke Wang,Pulei Xiong |
| fp1375 | Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models | Wenjia Xie,Rui Zhou,Hao Wang,Tingjia Shen,Enhong Chen |
| fp1384 | Scalable Transformer for High Dimensional Multivariate Time Series Forecasting | Xin Zhou,Weiqing Wang,Wray Buntine,Shilin Qu,Abishek Sriramulu,Weicong Tan,Christoph Bergmeir |
| fp1391 | Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation | Shiyuan Li,Yixin Liu,Qingfeng Chen,Geoffrey I. Webb,Shirui Pan |
| fp1394 | Privacy-Preserving Graph Embedding based on Local Differential Privacy | Zening Li,Rong-Hua Li,Meihao Liao,Fusheng Jin,Guoren Wang |
| fp1396 | SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model | Lingyue Fu,Hao Guan,Kounianhua Du,Jianghao Lin,Wei Xia,Weinan Zhang,Ruiming Tang,Yasheng Wang,Yong Yu |
| fp1424 | CADIF-OSN: Detecting Cloned Accounts with Missing Profile Attributes on Online Social Networks | Dewei Ning,Yong-Feng Ge,Hua Wang,Changjun Zhou |
| fp1435 | Spectral-Aware Augmentation for Enhanced Graph Representation Learning | Kaiqi Yang,Haoyu Han,Wei Jin,Hui Liu |
| fp1439 | Mitigating Exposure Bias in Online Learning to Rank Recommendation: A Novel Reward Model for Cascading Bandits | Masoud Mansoury,Bamshad Mobasher,Herke van Hoof |
| fp1457 | Discovering Graph Generating Dependencies for Property Graph Profiling | Larissa C. Shimomura,Nikolay Yakovets,George Fletcher |
| fp1459 | Hierarchical Structure Construction on Hypergraphs | Qi Luo,Wenjie Zhang,Zhengyi Yang,Dong Wen,Xiaoyang Wang,Dongxiao Yu,Xuemin Lin |
| fp1466 | Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction | Jinzhi Shan,Qi Zhang,Chongyang Shi,Mengting Gui,Shoujin Wang,Usman Naseem |
| fp1478 | Fragment Allocations for Partially Replicated Databases Considering Data Modifications and Changing Workloads | Stefan Halfpap,Rainer Schlosser |
| fp1489 | Cultural Commonsense Knowledge for Intercultural Dialogues | Tuan-Phong Nguyen,Simon Razniewski,Gerhard Weikum |
| fp1491 | L-APPLE: Language-agnostic Prototype Prefix Learning for Cross-lingual Event Detection | Ziqin Zhu,Xutan Peng,Qian Li,Cheng Ji,Qingyun Sun,Jianxin Li |
| fp1507 | FZR: Enhancing Knowledge Transfer via Shared Factors Composition in Zero-Shot Relational Learning | Zhijun Dong,Likang Wu,Kai Zhang,Ye Liu,Yanghai Zhang,Zhi Li,Hongke Zhao,Enhong Chen |
| fp1516 | A Cause-Focused Query Optimizer Alert System | Runfan Ye,Zibo Liang,Xu Chen,Shuncheng Liu,Kai Zheng |
| fp1518 | Effectively Capturing Label Correlation for Tabular Multi-Label Classification | Sajjad Kamali Siahroudi,Zahra Ahmadi,Daniel Kudenko |
| fp1521 | Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation | Weizhi Zhang,Liangwei Yang,Zihe Song,Henry Peng Zou,Ke Xu,Liancheng Fang,Philip S. Yu |
| fp1534 | Preference Prototype-Aware Learning for Universal Cross-Domain Recommendation | Yuxi Zhang,Ji Zhang,Feiyang Xu,Lvying Chen,Bohan Li,Lei Guo,Hongzhi Yin |
| fp1542 | Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation | Guojun Liang,Prayag Tiwari,Sławomir Nowaczyk,Stefan Byttner |
| fp1548 | Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks | Jie Peng,Runlin Lei,Zhewei Wei |
| fp1551 | XCrowd: Combining Explainability and Crowdsourcing to Diagnose Models in Relation Extraction | Alisa Smirnova,Jie Yang,Philippe Cudre-Mauroux |
| fp1558 | Improving Message-Passing GNNs by Asynchronous Aggregation | Jialong Chen,Tianchi Liao,Chuan Chen,Zibin Zheng |
| fp1568 | NC^2D: Novel Class Discovery for Node Classification | Yue Hou,Xueyuan Chen,He Zhu,Ruomei Liu,Bowen Shi,Jiaheng Liu,Junran Wu,Ke Xu |
| fp1569 | The Impact of External Sources on the Friedkin–Johnsen Model | Charlotte Out,Sijing Tu,Stefan Neumann,Ahad N. Zehmakan |
| fp1584 | Data Void Exploits: Tracking & Mitigation Strategies | Miro Mannino,Junior Garcia,Reem Hazim,Azza Abouzied,Paolo Papotti |
| fp1594 | DIIT: A Domain-Invariant Information Transfer Method for Industrial Cross-Domain Recommendation | Heyuan Huang,Xingyu Lou,Chaochao Chen,Pengxiang Cheng,Yue Xin,Chengwei He,Xiang Liu,Jun Wang |
| fp1601 | Advances in Citation Text Generation: Leveraging Multi-Source Seq2Seq Models and Large Language Models | Avinash Anand,Ashwin R Nair,Kritarth Prasad,Vrinda Narayan,Naman Lal,Debanjan Mahata,Yaman K Singla,Rajiv Ratn Shah |
| fp1623 | Benchmarking Challenges for Temporal Knowledge Graph Alignment | Weixin Zeng,Jie Zhou,Xiang Zhao |
| fp1629 | Graph Local Homophily Network for Anomaly Detection | Ronghui Guo,Minghui Zou,Sai Zhang,Xiaowang Zhang,Zhizhi Yu,Zhiyong Feng |
| fp1640 | Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance | Marco Minici,Federico Cinus,Francesco Bonchi,Giuseppe Manco |
| fp1648 | Fast Human Action Recognition via Millimeter Wave Radar Point Cloud Sequences Learning | Tongfei Shao,Zheyu Du,Chuanyou Li,Tianxing Wu,Meng Wang |
| fp1654 | Identifying Disinformation from Online Social Media via Dynamic Modeling across Propagation Stages | Shuai Xu,Jianqiu Xu,Shuo Yu,Bohan Li |
| fp1656 | ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation | Jizheng Chen,Kounianhua Du,Jianghao Lin,Bo Chen,Ruiming Tang,Weinan Zhang,Yong Yu |
| fp1658 | Efficient Pruned Top-K Subgraph Matching with Topology-Aware Bounds | Linglin Yang,Yuqi Zhou,Yue Pang,Lei Zou |
| fp1663 | AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction | Yuchen Shi,Guochao Jiang,Tian Qiu,Deqing Yang |
| fp1678 | Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning | Gangyi Zhang,Chongming Gao,Hang Pan,Runzhe Teng,Ruizhe Li |
| fp1682 | UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models | Qi Liu,Yongyi He,Tong Xu,Defu Lian,Che Liu,Zhi Zheng,Enhong Chen |
| fp1683 | PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning | Muhammad Anwar Ma’sum,Mahardhika Pratama,Savitha Ramasamy,Lin Liu,Habibullah Habibullah,Ryszard Kowalczyk |
| fp1708 | Semantic Prototypes: Enhancing Transparency without Black Boxes | Orfeas Menis Mastromichalakis,Giorgos Filandrianos,Jason Liartis,Edmund Dervakos,Giorgos Stamou |
| fp1712 | New Localization Frameworks: User-centric Approaches to Source Localization in Real-world Propagation Scenarios | Dongpeng Hou,Yuchen Wang,Chao Gao,Xianghua Li,Zhen Wang |
| fp1717 | HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection | Juho Jung,Chaewon Kang,Jeewoo Yoon,Seungbae Kim,Jinyoung Han |
| fp1726 | Inferring Information Diffusion Networks without Timestamps | Yuchen Wang,Dongpeng Hou,Chao Gao,Xianghua Li,Zhen Wang |
| fp1740 | Why Misinformation is Created? Detecting them by Integrating Intent Features | Bing Wang,Ximing Li,Changchun Li,Bo Fu,Songwen Pei,Shengsheng Wang |
| fp1741 | Time-Sensitve Retrieval-Augmented Generation for Question Answering | Feifan Wu,Lingyuan Liu,Wentao He,Ziqi Liu,Zhiqiang Zhang,Haofen Wang,Meng Wang |
| fp1767 | Adaptive Cascading Network for Continual Test-Time Adaptation | Kien X. Nguyen,Fengchun Qiao,Xi Peng |
| fp1782 | Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness | David Quashigah Dzakpasu,Jixue Liu,Jiuyong Li,Lin Liu |
| fp1783 | PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation | Jinpeng Chen,Huachen Guan,Huan Li,Fan Zhang,Liwei Huang,Guangyao Pang,Xiongnan Jin |
| fp1795 | Interaction-level Membership Inference Attack against Recommender Systems with Long-tailed Distribution | Da Zhong,Xiuling Wang,Zhichao Xu,Jun Xu,Wendy Hui Wang |
| fp1798 | Zero-shot Knowledge Graph Question Generation via Multi-agent LLMs and Small Models Synthesis | Runhao Zhao,Jiuyang Tang,Weixin Zeng,Ziyang Chen,Xiang Zhao |
| fp1799 | A Spatio-Temporal Diffusion Model for Missing and Real-Time Financial Data Inference | Yupeng Fang,Ruirui Liu,Huichou Huang,Peilin Zhao,Qingyao Wu |
| fp1808 | ST-ECP: A Novel Spatial-Temporal Framework for Energy Consumption Prediction of Vehicle Trajectory | Biao Yang,Yun Xiong,Xi Chen,Xuejing Feng,Meng Wang,Jun Ma |
| fp1821 | REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting | Shiyang Zhou,Zehao Gu,Yun Xiong,Yang Luo,Qiang Wang,Xiaofeng Gao |
| fp1823 | CHDAER:Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment | Zhikang Feng,Chao Yan,Rong Jiang,Xiaolong Xu,Xuyun Zhang,Xiaokang Zhou,Wanchun Dou,Lianyong Qi |
| fp1826 | MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting | Zehao Gu,Shiyang Zhou,Yun Xiong,Yang Luo,Hongrun Ren,Qiang Wang,Xiaofeng Gao,Philip Yu |
| fp1832 | Revisit Orthogonality in Graph-Regularized MLPs | Hengrui Zhang,Shen Wang,Vassilis N. Ioannidis,Soji Adeshina,Jiani Zhang,Xiao Qin,Christos Faloutsos,Da Zheng,George Karypis,Philip S. Yu |
| fp1834 | FABLE: Approximate Butterfly Counting in Bipartite Graph Stream with Duplicate Edges | Guozhang Sun,Yuhai Zhao,Yuan Li |
| fp1845 | Understanding GNNs for Boolean Satisfiability through Approximation Algorithms | Jan Hůla,David Mojžíšek,Mikoláš Janota |
| fp1859 | Compositional and Hierarchical Semantic Learning Model for Hospital Readmission Prediction | Weiting Gao,Xiangyu Gao,Yi Chen |
| fp1866 | NeutronCache: An Efficient Cache-Enhanced Distributed Graph Neural Network Training System | Chu Zhao,Shengjie Dong,Yuhai Zhao,Yuan Li |
| fp1883 | A Knowledge-Enhanced Transformer-FL Method for Fault Root Cause Localization | Zhe Lv,Yaqiong Liu,Xidian Wang,Peng Gao,Zhouyuan Li,Yuanzhen Jiang |
| fp1889 | Robust Federated Unlearning | Xinyi Sheng,Wei Bao,Liming Ge |
| fp1890 | EFVAE: Efficient Federated Variational Autoencoder for Collaborative Filtering | Lu Zhang,Qian Rong,Xuanang Ding,Guohui Li,Ling Yuan |
| fp1919 | Embedding Knowledge Graphs in Function Spaces | Louis Mozart Kamdem Teyou,Caglar Demir,Axel-Cyrille Ngonga Ngomo |
| fp1922 | Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix | Xiao Tan,Zhaoyang Wang,Hao Qian,Jun Zhou,Peibo Duan,Dian Shen,Meng Wang,Beilun Wang |
| fp1979 | Trojan Activation Attack: Red-Teaming Large Language Models using Steering Vectors for Safety-Alignment | Haoran Wang,Kai Shu |
| fp1994 | GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning | Edoardo Urettini,Daniele Atzeni,Reshawn J. Ramjattan,Antonio Carta |
| fp2011 | Multi-Task Modeling of Student Knowledge and Behavior | Siqian Zhao,Sherry Sahebi |
| fp2020 | PISeL: Pipelining DNN Inference for Serverless Computing | Masoud Rahimi Jafari,Jianchang Su,Yifan Zhang,Oliver Wang,Wei Zhang |
| fp2025 | Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions | Evelyn Navarrete,Ralph Ewerth,Anett Hoppe |
| fp2030 | Multimodal Misinformation Detection using Large Vision-Language Models | Sahar Tahmasebi,Eric Müller-Budack,Ralph Ewerth |
| fp2034 | SmartHash: Perceptual Hashing for Image Tampering Detection and Authentication | Priyanka Samanta,Shweta Jain |
| fp2060 | Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles | Shiyi Yang,Chen Wang,Xiwei Xu,Liming Zhu,Lina Yao |
| fp2083 | Self-Supervision Improves Diffusion Models for Tabular Data Imputation | Yixin Liu,Thalaiyasingam Ajanthan,Hisham Husain,Vu Nguyen |
| fp2087 | Distilling Large Language Models for Text-Attributed Graph Learning | Bo Pan,Zheng Zhang,Yifei Zhang,Yuntong Hu,Liang Zhao |
| fp2088 | Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach | Akhil Pandey Akella,Sagnik Ray Choudhury,David Koop,Hamed Alhoori |
| fp2090 | Can LLMs Reason Like Humans? Assessing Theory of Mind Reasoning in LLMs for Open-Ended Questions | Maryam Amirizaniani,Elias Martin,Maryna Sivachenko,Afra Mashhadi,Chirag Shah |
| fp2101 | Neural Additive Tensor Decomposition for Sparse Tensors | Dawon Ahn,Uday Singh Saini,Evangelos E. Papalexakis,Ali Payani |
| fp2105 | Federated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing | Han Xie,Li Xiong,Carl Yang |
| fp2106 | Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources | Yipei Xu,Dakuan Lu,Jiaqing Liang,Jin Zhao,Xintao Wang,Hengkui Wu,Ken Chen,Liujiang Liu,Yingsi Xin,Xuepeng Liu,Yanghua Xiao,Zhixu Li |
| fp2111 | Contrastive Learning on Medical Intents for Sequential Prescription Recommendation | Arya Hadizadeh Moghaddam,Mohsen Nayebi Kerdabadi,Mei Liu,Zijun Yao |
| fp2137 | From Retrieval to Generation: Efficient and Effective Entity Set Expansion | Shulin Huang,Shirong Ma,Yangning Li,Yinghui Li,Hai-Tao Zheng |
| fp2163 | A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors | Nakyeong Yang,Minsung Kim,Seunghyun Yoon,Joongbo Shin,Kyomin Jung |
| fp2168 | TrafCL: Robust Encrypted Malicious Traffic Detection via Contrastive Learning | Xiaodu Yang,Sijie Ruan,Jinyu Li,Yinliang Yue,Bo Sun |
| fp2171 | How Much Do Prompting Methods Help LLMs on Quantitative Reasoning with Irrelevant Information? | Seok Hwan Song,Wallapak Tavanapong |
| fp2181 | Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting | Jing He,Junzhong Ji,Minglong Lei |
| fp2183 | Retrieval-Oriented Knowledge for Click-Through Rate Prediction | Huanshuo Liu,Bo Chen,Menghui Zhu,Jianghao Lin,Jiarui Qin,Hao Zhang,Yang Yang,Ruiming Tang |
| fp2191 | Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy | Wenzhou Dou,Derong Shen,Xiangmin Zhou,Hui Bai,Yue Kou,Tiezheng Nie,Hang Cui,Ge Yu |
| fp2195 | Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models | Hyunseung Chung,Sumin Jo,Yeonsu Kwon,Edward Choi |
| fp2202 | Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs | Saiping Guan,Jiyao Wei,Xiaolong Jin,Jiafeng Guo,Xueqi Cheng |
| fp2226 | Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations | Ningsheng Zhao,Jia Yuan Yu,Trang Bui,Krzysztof Dzieciolowski |
| fp2232 | Towards Completeness-Oriented Tool Retrieval for Large Language Models | Changle Qu,Sunhao Dai,Xiaochi Wei,Hengyi Cai,Shuaiqiang Wang,Dawei Yin,Jun Xu,Ji-Rong Wen |
| fp2281 | KMCT: k-Means Clustering of Trajectories Efficiently in Location-Based Services | Yuanjun Liu,Guanfeng Liu,Qingzhi Ma,Zhixu Li,Shiting Wen,Lei Zhao,An Liu |
| fp2289 | Enhancing Click-through Rate Prediction in Recommendation Domain with Search Query Representation | Yuening Wang,Man Chen,Yaochen Hu,Wei Guo,Yingxue Zhang,Huifeng Guo,Yong Liu,Mark Coates |
| fp2299 | Unveiling Intellectual Property Vulnerabilities of GAN-Based Distributed Machine Learning through Model Extraction Attacks | Mengyao Ma,Shuofeng Liu, M.A.P. Chamikara,Mohan Baruwal Chhetri,Guangdong Bai |
| fp2304 | Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems | Ziliang Zhao,Zhicheng Dou,Yujia Zhou |
| fp2309 | M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base | Zhiwei Zha,Jiaan Wang,Zhixu Li,Xiangru Zhu,Wei Song,Yanghua Xiao |
| fp2317 | DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection | Behnaz Soltani,Venus Haghighi,Yipeng Zhou,Quan Z. Sheng,Lina Yao |
| fp2332 | Hierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply Forecasting | Li Lin,Kaiwen Xia,Anqi Zheng,Shijie Hu,Shuai Wang |
| fp2339 | FGITrans: Cross-City Transformer for Fine-grained Urban Flow Inference | Yuhao Zheng,Yishuo Cai,Zihao Cai,Changjun Fan,Senzhang Wang,Jianxin Wang |
| fp2345 | AdaTM: Fine-grained Urban Flow Inference with Adaptive Knowledge Transfer across Multiple Cities | Yuhao Zheng,Jinyang Wu,Zihao Cai,Senzhang Wang,Jianxin Wang |
| fp2378 | PROSPECT: Learn MLPs on Graphs Robust against Adversarial Structure Attacks | Bowen Deng,Jialong Chen,Yanming Hu,Zhiyong Xu,Chuan Chen,Tao Zhang |
| fp2384 | Improving Adversarial Transferability via Frequency-Guided Sample Relevance Attack | Xinyi Wang,Zhibo Jin,Zhiyu Zhu,Jiayu Zhang,Huaming Chen |
| fp2401 | Transformer for Point Anomaly Detection | Harim Kim,Chang Ha Lee,Charmgil Hong |
| fp2404 | Transformer Based Bayesian Network Embedding for Efficient Multiple Probabilistic Inferences | Kun Yue,Zhiwei Qi,Liang Duan,Zhu Yang |
| fp2413 | LLM-Empowered Few-Shot Node Classification on Incomplete Graphs with Real Node Degrees | Yun Li,Yi Yang,Jiaqi Zhu,Hui Chen,Hongan Wang |
| fp2419 | Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective | Dandan Ni,Sheng Zhang,Cong Deng,Han Liu,Gang Chen,Minhao Cheng,Hongyang Chen |
| fp2420 | Collaborative Fraud Detection on Large Scale Graph Using Secure Multi-Party Computation | Xin Liu,Xiaoyu Fan,Rong Ma,Kun Chen,Yi Li,Guosai Wang,Wei Xu |
| fp2422 | UniMPC: Towards a Unified Framework for Multi-Party Conversations | Yunhe Xie,Chengjie Sun,Yifan Liu,Zhenzhou Ji,Bingquan Liu |
| fp2423 | GetCom: An Efficient and Generalizable Framework for Community Detection | Kaiyu Xiong,Yucheng Jin,Yun Xiong,Jiawei Zhang |
| fp2434 | Breaking the Bottleneck on Graphs with Structured State Spaces | Yunchong Song,Siyuan Huang,Jiacheng Cai,Xinbing Wang,Chenghu Zhou,Zhouhan Lin |
Short Research Papers
| ID | PAPER TITLE | AUTHORS |
|---|---|---|
| sp0261 | Flexi-clique: Exploring Flexible and Sub-linear Clique Structures | Song Kim,Junghoon Kim,Susik Yoon,Jungeun Kim |
| sp0293 | Multi-Stage Refined Visual Captioning for Baidu Ad Creatives Generation | Yi Yang,Xinyu Zhao,Kang Zhao,Zhipeng Jin,Wen Tao,Lin Liu,Shuanglong Li |
| sp0312 | How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval | Fengran Mo,Longxiang Zhao,Kaiyu Huang,Yue Dong,Degen Huang,Jian-Yun Nie |
| sp0460 | CNN to GNN: Unsupervised Multi-level Knowledge Learning | Ziheng Jiao,Hongyuan Zhang,Xuelong Li |
| sp0581 | LayerPlexRank: Exploring Node Centrality and Layer Influence through Algebraic Connectivity in Multiplex Networks | Hao Ren,Jiaojiao Jiang |
| sp0595 | Distilling Knowledge Based on Curriculum Learning for Temporal Knowledge Graph Embeddings | Bin Zhang,Jiayin Li,Yuanfei Dai |
| sp0893 | A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining | Audrey Der,Chin-Chia Michael Yeh,Xin Dai,Huiyuan Chen,Yan Zheng,Yujie Fan,Zhongfang Zhuang,Vivian Lai,Junpeng Wang,Liang Wang,Wei Zhang,Eamonn Keogh |
| sp1550 | VIER: Visual Imagination Enhanced Retrieval in Sponsored Search | Yadong Zhang,Yuqing Song,Siyu Lu,Qiang Liu,Xingxing Wang |
| sp2328 | GraphVAE: Unveiling Dynamic Stock Relationships with Variational Autoencoder-based Factor Modeling | Yulong Jia,Guanxing Li,Ganlong Zhao,Xiangru Lin,Guanbin Li |
| sp2380 | DP-FedFace: Privacy-Preserving Facial Recognition in Real Federated Scenarios | Wenjing Wang,Si Li |
| sp2487 | Over-penalization for Extra Information in Neural IR Models | Kota Usuha,Makoto P. Kato,Sumio Fujita |
| sp2493 | SparseBF: Enhancing Scalability and Efficiency for Sparsely Filled Privacy-Preserving Record Linkage | Han Xu,Yuhong Shao,Kareem Benaissa,Yutong Li |
| sp2518 | Retrogressive Document Manipulation of US Federal Environmental Websites | Lesley Frew,Michael L. Nelson,Michele C. Weigle |
| sp2519 | Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge | Joshua Shay Kricheli,Khoa Vo,Aniruddha Datta,Spencer Ozgur,Paulo Shakarian |
| sp2523 | Learn From Mistakes: Guidance on Zero-shot Conversational Text-to-SQL | Wenshuo Zhai,Xiang Zhao,Jinzhi Liao,Ziyang Chen |
| sp2527 | Deep Noise-Aware Quality Loss for Speaker Verification | Pantid Chantangphol,Theerat Sakdejayont,Monchai Lertsutthiwong,Tawunrat Chalothorn |
| sp2529 | Fractional Budget Allocation for Influence Maximization under General Marketing Strategies | Akhil Bhimaraju,Eliot W. Robson,Lav R. Varshney,Abhishek K. Umrawal |
| sp2530 | You Can’t Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning | Tianmeng Yang,Jiahao Meng,Min Zhou,Yaming Yang,Yujing Wang,Xiangtai Li,Yunhai Tong |
| sp2535 | Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information | Rujiao Zhang,Hao Zhang,Yucong Luo,Zhiding Liu,Mingyue Cheng,Qi Liu,Enhong Chen |
| sp2536 | Do We Really Need to Drop Items with Missing Modalities in Multimodal Recommendation? | Daniele Malitesta,Emanuele Rossi,Claudio Pomo,Tommaso Di Noia,Fragkiskos D. Malliaros |
| sp2541 | Spatio-Temporal Sequence Modeling for Traffic Signal Control | Qian Sun,Le Zhang,Jingbo Zhou,Rui Zha,Yu Mei,Chujie Tian,Hui Xiong |
| sp2543 | ILTS: Inducing Intention Propagation in Decentralized Multi-Agent Tasks with Large Language Models | Xihe Qiu,Haoyu Wang,Xiaoyu Tan,Chao Qu |
| sp2548 | The Elusiveness of Detecting Political Bias in Language Models | Riccardo Lunardi,David La Barbera,Kevin Roitero |
| sp2556 | Scalable and Adaptive Spectral Embedding for Attributed Graph Clustering | Yunhui Liu,Tieke He,Qing Wu,Tao Zheng,Jianhua Zhao |
| sp2561 | An Explainable Multi-atlas Fusion Model based on Spatial Overlap for ASD Diagnosis | Yuefeng Ma,Xiaochen Mu,Tengfei Zhang |
| sp2563 | Generative AI for Energy: Multi-Horizon Power Consumption Forecasting using Large Language Models | Kevin Roitero,Gianluca D’Abrosca,Andrea Zancola,Vincenzo Della Mea,Stefano Mizzaro |
| sp2573 | PP4RNR: Popularity- and Position-Aware Contrastive Learning for Retrieval-Driven News Recommendation | Wenwei Chen,Yewang Chen |
| sp2581 | SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks | Xiaotong Sun,Peijie Qiu,Shengfan Zhang |
| sp2594 | STAR: Sparse Text Approach for Recommendation | Anna Tigunova,Ghazaleh Haratinezhad Torbati,Andrew Yates,Gerhard Weikum |
| sp2595 | Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models | Yifan Wei,Xiaoyan Yu,Yixuan Weng,Huanhuan Ma,Yuanzhe Zhang,Jun Zhao,Kang Liu |
| sp2597 | Enhancing Content-based Recommendation via Large Language Model | Wentao Xu,Qianqian Xie,Shuo Yang,Jiangxia Cao,Shuchao Pang |
| sp2604 | Coresets for Deletion-Robust k-Center Clustering | Ruien Li,Yanhao Wang,Michael Mathioudakis |
| sp2608 | Enhancing CTR Prediction through Sequential Recommendation Pre-training: Introducing the SRP4CTR framework | Ruidong Han,Qianzhong Li,He Jiang,Rui Li,Yurou Zhao,Xiang Li,Wei Lin |
| sp2612 | Improved Estimation of Ranks for Learning Item Recommenders with Negative Sampling | Anushya Subbiah,Steffen Rendle,Vikram Aggarwal |
| sp2624 | Quantifying Uncertainty in Neural Networks through Residuals | Dalavai Udbhav Mallanna,Rini Smita Thakur,Rajeev Ranjan Dwivedi,Vinod K. Kurmi |
| sp2626 | EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs | Rupesh Sapkota,Dominik Köhler,Stefan Heindorf |
| sp2631 | CXSimulator: A User Behavior Simulation using LLM Embeddings for Web-Marketing Campaign Assessment | Akira Kasuga,Ryo Yonetani |
| sp2636 | Post-Training Embedding Enhancement for Long-Tail Recommendation | Geon Lee,Kyungho Kim,Kijung Shin |
| sp2638 | Early Exit Strategies for Approximate k-NN Search in Dense Retrieval | Francesco Busolin,Claudio Lucchese,Franco Maria Nardini,Salvatore Orlando,Raffaele Perego,Salvatore Trani |
| sp2653 | Document-Level Relation Extraction Based on Heterogeneous Graph Reasoning | Dong Li,Miao Li,Zhilei Lei,Baoyan Song,Xiaohuan Shan |
| sp2656 | In Situ Answer Sentence Selection at Web-scale | Zeyu Zhang,Thuy Vu,Alessandro Moschitti |
| sp2658 | Nonparametric Estimation of Non-Smooth Divergences | Mina Mahbub Hossain,Alan Wisler,Kevin R. Moon |
| sp2661 | Scalable Unsupervised Feature Selection with Reconstruction Error Guarantees via QMR Decomposition | Ciwan Ceylan,Kambiz Ghoorchian,Danica Kragic |
| sp2664 | Osprey: A Reference Framework for Online Grooming Detection via Neural Models and Conversation Features | Hamed Waezi,Reza Barzegar,Hossein Fani |
| sp2667 | Meta-Prompt Tuning Vision-Language Model for Multi-Label Few-Shot Image Recognition | Feng Zhang,Wei Chen,Fei Ding,Tengjiao Wang,Dawei Lu,Jiabin Zheng |
| sp2669 | CrossPred: A Cross-City Mobility Prediction Framework for Long-Distance Travelers via POI Feature Matching | Shuai Xu,Donghai Guan |
| sp2679 | Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching | Yuyang Ding,Hanglei Hu,Jie Zhou,Qin Chen,Bo Jiang,Liang He |
| sp2681 | Prioritized Binary Transformation Method for Efficient Multi-label Classification of Data Streams with Many Labels | Onur Yildirim,Sepehr Bakhshi,Fazli Can |
| sp2687 | The Effect of Icon Semantic Distance on Preschool Children’s Information Search: Evidence from an Eye-Tracking Study | Jiaqi Yang,Pianran Wang |
| sp2688 | General Time Transformer: An Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting | Cheng Feng,Long Huang,Denis Krompass |
| sp2697 | Span Confusion is All You Need for Chinese Spelling Correction | Dezhi Ye,Haomei Jia,Bowen Tian,Jie Liu,Haijin Liang,Jin Ma,Wenmin Wang |
| sp2709 | Revealing the Power of Masked Autoencoders in Traffic Forecasting | Jiarui Sun,Yujie Fan,Chin-Chia Michael Yeh,Wei Zhang,Girish Chowdhary |
| sp2710 | Forecasting Live Chat Intent from Browsing History | Se-eun Yoon,Ahmad Bin Rabiah,Zaid Alibadi,Surya Kallumadi,Julian McAuley |
| sp2726 | Contrastive Disentangled Representation Learning for Debiasing Recommendation with Uniform Data | Xinxin Yang,Zhen Liu,Xiaoman Lu,Yafan Yuan,Sibo Lu,Yibo Gao |
| sp2731 | H2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction | Ran Zhang,Xuezhi Wang,Sheng Wang,Kunpeng Liu,Yuanchun Zhou,Pengfei Wang |
| sp2733 | Accurate Embedding-based Log Determinant Optimization | Daye Eun,Byungkon Kang |
| sp2742 | GaQR: An Efficient Generation-augmented Question Rewriter | Oliver Young,Yixing Fan,Ruqing Zhang,Jiafeng Guo,Maarten de Rijke,Xueqi Cheng |
| sp2744 | BART-based Hierarchical Attentional Network for Sentence Ordering | Yiping Yang,Baiyun Cui,Yingming Li |
| sp2746 | Efficient Global Message Passing for Heterophilous Graphs | Yanfei Dong,Mohammed Haroon Dupty,Lambert Deng,Yong Liang Goh,Wee Sun Lee |
| sp2748 | MPHDetect: Multi-View Prompting and Hypergraph Fusion for Malevolence Detection in Dialogues | Bo Xu,Xuening Qiao,Hongfei Lin,Linlin Zong |
| sp2755 | P-Rank+: A Scalable Efficient P-Rank Search Algorithm | Maoyin Zhang,Weiren Yu |
| sp2756 | Channel-Aware Low-Rank Adaptation in Time Series Forecasting | Tong Nie,Yuewen Mei,Guoyang Qin,Jian Sun,Wei Ma |
| sp2761 | Compressed Models are NOT Miniature Versions of Large Models | Rohit Raj Rai,Rishant Pal,Amit Awekar |
| sp2762 | Dual-level Intents Modeling for Knowledge-aware Recommendation | Jin Zeng,Nan Wang,Jinbao Li |
| sp2764 | Towards Better Utilization of Multiple Views for Bundle Recommendation | Kyungho Kim,Sunwoo Kim,Geon Lee,Kijung Shin |
| sp2766 | Exploring High-Order User Preference with Knowledge Graph for Recommendation | Caijun Xu,Fuwei Zhang,Zhao Zhang,Fuzhen Zhuang,Rui Liu |
| sp2776 | Improving Prompt-based News Recommendation with Individual Template and Customized Answer | Yijiang Li,Jun Wu |
| sp2783 | Improving German News Clustering with Contrastive Learning | Piriyakorn Piriyatamwong,Saikishore Kalloori,Fabio Zünd |
| sp2784 | Learning Prompt-Level Quality Variance for Cost-Effective Text-to-Image Generation | Dongkeun Lee,Wonjun Lee |
| sp2786 | Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems | Tianhao Shi,Yang Zhang,Zhijian Xu,Chong Chen,Fuli Feng,Xiangnan He,Qi Tian |
| sp2790 | IEcons: A New Consensus Approach Using Multi-Text Representations for Clustering Task | Karima Boutalbi,Rafika Boutalbi,Hervé Verjus,Kave Salamatian,David Telisson,Olivier Le Van |
| sp2791 | GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding | Yibo Yan,Joey Lee |
| sp2811 | A Contextual Combinatorial Semi-Bandit Approach to Network Bottleneck Identification | Fazeleh Hoseini,Niklas Åkerblom,Morteza Haghir Chehreghani |
| sp2813 | Learning Links for Adaptable and Explainable Retrieval | Jianqiang Shen,Yuchin Juan,Ping Liu,Wen Pu,Shaobo Zhang,Qianqi Shen,Liangjie Hong,Wenjing Zhang |
| sp2816 | Long-Term Hydrologic Time Series Prediction with LSPM | Sicheng Zhou,David C. Anastasiu |
| sp2844 | Learning Counterfactual Explanations with Intervals for Time-series Classification | Akihiro Yamaguchi,Ken Ueno,Ryusei Shingaki,Hisashi Kashima |
| sp2852 | CMG: A Causality-enhanced Multi-view Graph Model for Stock Trend Prediction | Xi Cheng,Liang Wang,Yunan Zeng,Qiang Liu |
| sp2854 | A Structural Information Guided Hierarchical Reconstruction for Graph Anomaly Detection | Dongcheng Zou,Hao Peng,Chunyang Liu |
| sp2856 | CAG: A Consistency-Adaptive Text-Image Alignment Generation for Joint Multimodal Entity-Relation Extraction | Xinjie Yang,Xiaocheng Gong,Binghao Tang,Yang Lei,Yayue Deng,Huan Ouyang,Gang Zhao,Lei Luo,Yunling Feng,Bin Duan,Si Li,Yajing Xu |
| sp2858 | HypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical Structures | Eric W. Lee,Bo Xiong,Carl Yang,Joyce C. Ho |
| sp2860 | Extended Japanese Commonsense Morality Dataset with Masked Token and Label Enhancement | Takumi Ohashi,Tsubasa Nakagawa,Hitoshi Iyatomi |
| sp2862 | Enhancing Event Detection with Inter-Event Dependencies in Large Ontologies | Samireh Abdi |
| sp2869 | A Mixture of Experts in Forecasting Student Performance in Classroom Programming Activities | Moqsadur Rahman,Monika Akbar,Justice T. Walker,M. Shahriar Hossain |
| sp2870 | Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity | Hyunsoo Chung,Jungtaek Kim,Hyungeun Jo,Hyungwon Choi |
| sp2886 | MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation | Hyunsoo Kim,Junyoung Kim,Minjin Choi,Sunkyung Lee,Jongwuk Lee |
| sp2893 | Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models | Zhe Li,Ronghui Xu,Jilin Hu,Zhong Peng,Xi Lu,Chenjuan Guo,Bin Yang |
| sp2894 | Multi-DSI: Non-deterministic Identifier and Concept Alignment for Differentiable Search Index | Yu-Ze Liu,Jyun-Yu Jiang,Pu-Jen Cheng |
| sp2899 | The Factuality of Large Language Models in the Legal Domain | Rajaa El Hamdani,Thomas Bonald,Fragkiskos D. Malliaros,Nils Holzenberger,Fabian Suchanek |
| sp2911 | Momentum Contrastive Bidirectional Encoding with Self-Distillation for Sequential Recommendation | Dingyi Zhang,Haoyu Wenren,Yue Wang,Yingming Li |
| sp2913 | Knowledge-enhanced Dynamic Modeling framework for Multi-Behavior Recommendation | Xiujuan Li,Nan Wang,Jin Zeng,Yingli Zhong,Zhonghui Shen |
| sp2921 | SOUP: A Unified Shopping Query Suggestion Framework to Optimize Language Model with User Preference | Xu Meng,Zhaohui Luo,Xinxin Wang,Wen Jiang,Wei Ning,Shuhan Qi |
| sp2926 | ToxVI: a Multimodal LLM-based Framework for Generating Intervention in Toxic Code-Mixed Videos | Krishanu Maity,A.S. Poornash,Sriparna Saha,Kitsuchart Pasupa |
| sp2928 | Beyond Language Bias: Overcoming Multimodal Shortcut and Distribution Biases for Robust Visual Question Answering | Jingliang Gu,Zhixin Li |
| sp2933 | Hol-Light: A Holistic framework for Efficient and Dynamic Traffic Signal Management | Siyao Qiao,Jia Wu |
| sp2951 | $Tabularis Revilio:$ Converting Text to Tables | Mukul Singh,Gust Verbruggen,Vu Le,Sumit Gulwani |
| sp2961 | Robust Federated Learning: Combining Representation Regularization with Active Negative Loss and Sharpness-Aware Minimization | Girum Fitihamlak Ejigu,Choong Seon Hong |
| sp2962 | Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning | Dong-hyuk Seo,Jiwon Son,Namhyuk Kim,Won-Yong Shin,Sang-Wook Kim |
| sp2973 | Harnessing Empathy and Ethics for Relevance Detection and Information Categorization in Climate and COVID-19 Tweets | Apoorva Upadhyaya,Wolfgang Nejdl,Marco Fisichella |
| sp2974 | Pairing Clustered Inverted Indexes with k-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations | Sebastian Bruch,Franco Maria Nardini,Cosimo Rulli,Rossano Venturini |
| sp2976 | Enhanced Retrieval Effectiveness through Selective Query Generation | Seyed Mohammad Hosseini,Negar Arabzadeh,Morteza Zihayat,Ebrahim Bagheri |
| sp2982 | Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training | Chang Su,Jiexing Qi,He Yan,Kai Zou,Zhouhan Lin |
| sp2988 | Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media | Jiajun Zhang,Zhixun Li,Qiang Liu,Shu Wu,Zilei Wang,Liang Wang |
| sp2990 | XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space Model | Liheng Yu,Pengkun Wang,Zhe Zhao,Zhongchao Yi,Sun Nan,Di Wu,Yang Wang |
| sp2994 | Empowering LLMs for Multi-Page Layout Generation via Consistency-Oriented In-Context Learning | Mengyao Chen,Xinghua Zhang,Junhao Zhang,Quangang Li,Tingwen Liu |
| sp2996 | FashionLOGO: Prompting Multimodal Large Language Models for Fashion Logo Embeddings | Zhen Wang,Da Li,Yulin Su,Min Yang,Minghui Qiu,Walton Wang |
| sp3007 | ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification | Umair Qudus,Michael Röder,Daniel Vollmers,Axel-Cyrille Ngonga Ngomo |
| sp3019 | RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models | Dairui Liu,Boming Yang,Honghui Du,Derek Greene,Neil Hurley,Aonghus Lawlor,Ruihai Dong,Irene Li |
| sp3025 | QuestGen: Effectiveness of Question Generation Methods for Fact-Checking Applications | Ritvik Setty,Vinay Setty |
| sp3031 | Multi-view Temporal Knowledge Graph Reasoning | Fuwei Zhang,Zhao Zhang,Fuzhen Zhuang,Zhiqiang Zhang,Jun Zhou,Deqing Wang |
| sp3039 | ChefFusion: Multimodal Foundation Model Integrating Recipe and Food Image Generation | Peiyu Li,Xiaobao Huang,Yijun Tian,Nitesh V. Chawla |
| sp3057 | MODRL-TA: A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search | Peng Cheng,Huimu Wang,Jinyuan Zhao,Yihao Wang,Enqiang Xu,Yu Zhao,Zhuojian Xiao,Songlin Wang,Guoyu Tang,Lin Liu,Sulong Xu |
| sp3059 | M2IoU: A Min-Max Distance-based Loss Function for Bounding Box Regression in Medical Imaging | Anurag Kumar Shandilya,Kalash Shah,Bhavik Kanekar,Akshat Gautam,Pavni Tandon,Ganesh Ramakrishnan,Kshitij Jadhav |
| sp3067 | LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud Detection | Woochang Hyun,Insoo Lee,Bongwon Suh |
| sp3069 | Quantum Inverse Contextual Vision Transformers (Q-ICVT): A New Frontier in 3D Object Detection for AVs | Sanjay Bhargav Dharavath,Tanmoy Dam,Supriyo Chakraborty,Prithwiraj Roy,Aniruddha Maiti |
| sp3087 | Facets of Disparate Impact | Jarren Briscoe,Assefaw Gebremedhin |
| sp3096 | End-to-End Aspect Based Sentiment Analysis Using Graph Attention Network | Abir Chakraborty |
| sp3108 | COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification | Jesus Barreda,Ashley Gomez,Ruben Puga,Kaixiong Zhou,Li Zhang |
| sp3135 | Scalable Expressiveness through Preprocessed Graph Perturbations | Danial Saber,Amirali Salehi-Abari |
| sp3137 | Enhanced Privacy Bound for Shuffle Model with Personalized Privacy | Yixuan Liu,Yuhan Liu,Li Xiong,Yujie Gu,Hong Chen |
| sp3152 | MSG-Chart: Multimodal Scene Graph for ChartQA | Yue Dai,Soyeon Caren Han,Wei Liu |
| sp3160 | Effective Clean-Label Backdoor Attacks on Graph Neural Networks | Xuanhao Fan,Enyan Dai |
| sp3164 | Professionalism-Aware Pre-Finetuning for Profitability Ranking | Chung-Chi Chen,Hiroya Takamura,Ichiro Kobayashi,Yusuke Miyao |
| sp3165 | Automation of Text-Based Economic Indicator Construction: A Pilot Exploration on Economic Policy Uncertainty Index | Hsiu-Hsuan Yeh,Yu-Lieh Huang,Ziho Park,Chung-Chi Chen |
| sp3169 | Intricate Object Detection in Self Driving Environments with Edge-Adaptive Depth Estimation(EADE) | Subi Kim,Jieun Kang,Yongik Yoon |
| sp3178 | Distributed Boosting: An Enhancing Method on Dataset Distillation | Xuechao Chen,Wenchao Meng,Peiran Wang,Qihang Zhou |
| sp3180 | Accurate Path Prediction of Provenance Traces | Raza Ahmad,Hee Young Jung,Yuta Nakamura,Tanu Malik |
| sp3185 | Bubble Sketch: A High-performance and Memory-efficient Sketch for Finding Top-k Items in Data Streams | Lu Cao,Qilong Shi,Yuxi Liu,Hanyue Zheng,Yao Xin,Wenjun Li,Tong Yang,Yangyang Wang,Yang Xu,Weizhe Zhang,Mingwei Xu |
| sp3187 | Generating Cross-model Analytics Workloads Using LLMs | Xiuwen Zheng,Arun Kumar,Amarnath Gupta |
| sp3197 | Effective Job-market Mobility Prediction with Attentive Heterogeneous Knowledge Learning and Synergy | Sida Lin,Zhouyi Zhang,Yankai Chen,Chenhao Ma,Yixiang Fang,Shan Dai,Guangli Lu |
| sp3211 | Robust Heterophily Graph Learning via Uniformity Augmentation | Xusheng Yang,Zhengyu Chen,Yuexian Zou |
| sp3216 | Covariate Ordered Systematic Sampling as an Improvement to Randomized Controlled Trials | Deddy Jobson,Yilin Li,Naoki Nishimura,Jie Yang,Koya Ohashi,Takeshi Matusmoto |
| sp3233 | Ask or Recommend: An Empirical Study on Conversational Product Search | Heli Ma,Jie Zou,Mohammad Aliannejadi,Evangelos Kanoulas,Yi Bin,Yang Yang |
| sp3240 | Application of Large Language Models in Chemistry Reaction Data Extraction and Cleaning | Xiaobao Huang,Mihir Surve,Yuhan Liu,Tengfei Luo,Olaf Wiest,Xiangliang Zhang,Nitesh V. Chawla |
| sp3256 | Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion | Jiaqi Li,Xiaoyang Qu,Wenbo Ding,Zihao Zhao,Jianzong Wang |
| sp3259 | Enhancing Temporal and Geographical Named Entity Recognition in Chinese Ancient Texts with External Time-series Knowledge Bases | Xiaotong Wang,Xuanning Liu,Shuai Zhong,Xinming Chen,Bin Wu |
| sp3268 | RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders | Danil Gusak,Gleb Mezentsev,Ivan Oseledets,Evgeny Frolov |
| sp3291 | Attentional Neural Integral Equation for Temporal Knowledge Graph Forecasting | Likang Xiao,Zijie Chen,Richong Zhang,Junfan Chen |
| sp3308 | Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval | Hanqi Zhang,Chong Chen,Lang Mei,Qi Liu,Jiaxin Mao |
| sp3312 | MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models | Phan Nguyen Minh Thao,Cong-Tinh Dao,Chenwei Wu,Jian-Zhe Wang,Shun Liu,Jun-En Ding,David Restrepo,Feng Liu,Fang-Ming Hung,Wen-Chih Peng |
| sp3315 | Progressive Label Disambiguation for Partial Label Learning in Homogeneous Graphs | Rajat Patel,Aakarsh Malhotra,Sudipta Modak,Siddharth Yeramsetty |
| sp3323 | Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification | Shuo Yang,Xinran Zheng,Jinze Li,Jinfeng Xu,Edith C. H. Ngai |
Applied Research Papers
| ID | PAPER TITLE | AUTHORS |
|---|---|---|
| arp0010 | DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection | Donghee Choi,Jinkyu Kim,Mogan Gim,Jinho Lee,Jaewoo Kang |
| arp0156 | Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision | Sanjay Agrawal,Srujana Merugu,Vivek Sembium |
| arp0236 | On the Fly Detection of Root Causes from Observed Data with Application to IT Systems | Lei Zan,Charles K. Assaad,Emilie Devijver,Eric Gaussier,Ali Aït-Bachir |
| arp0238 | Personalized Video Summarization by Multimodal Video Understanding | Brian Chen,Xiangyuan Zhao,Yingnan Zhu |
| arp0251 | LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU | Peng Zhu,Yuante Li,Yifan Hu,Qinyuan Liu,Dawei Cheng,Yuqi Liang |
| arp0253 | An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing | Xinlang Yue,Yiran Liu,Fangzhou Shi,Sihong Luo,Chen Zhong,Min Lu,Zhe Xu |
| arp0291 | Scaling Vison-Language Foundation Model to 12 Billion Parameters in Baidu Dynamic Image Advertising | Xinyu Zhao,Kang Zhao,Zhipeng Jin,Yi Yang,Wen Tao,Xiaodong Chen,Cong Han,Shuanglong Li,Lin Liu |
| arp0303 | Feedback Reciprocal Graph Collaborative Filtering | Weijun Chen,Yuanchen Bei,Qijie Shen,Hao Chen,Xiao Huang,Feiran Huang |
| arp0306 | RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models | Zefan Wang,Zichuan Liu,Yingying Zhang,Aoxiao Zhong,Jihong Wang,Fengbin Yin,Lunting Fan,Lingfei Wu,Qingsong Wen |
| arp0316 | $Blind-Match:$ Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification | Hyunmin Choi,Jiwon Kim,Chiyoung Song,Simon S. Woo,Hyoungshick Kim |
| arp0320 | A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising | Xuewu Jiao,Xinsheng Luo,Miao Li,Jiang Bian,Junchao Yang,Wei Hu,Mingqing Hu,Weipeng Lu,Shikun Feng,Danlei Feng,Dongxu Yang,Haoyi Xiong,Shuanglong Li,Lin Liu |
| arp0324 | Missing Interest Modeling with Lifelong User Behavior Data for Retrieval Recommendation | Gaode Chen,Yuezihan Jiang,Rui Huang,Kuo Cai,Yunze Luo,Ruina Sun,Qi Zhang,Han Li,Kun Gai |
| arp0328 | LawLLM: Law Large Language Model for the US Legal System | Dong Shu,Haoran Zhao,Xukun Liu,David Demeter,Mengnan Du,Yongfeng Zhang |
| arp0331 | GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs | Vipul Gupta,Xin Chen,Ruoyun Huang,Fanlong Meng,Jianjun Chen,Yujun Yan |
| arp0353 | Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph | Qian Zhao,Hao Qian,Ziqi Liu,Gong-Duo Zhang,Lihong Gu |
| arp0359 | G2PTL: A Geography-Graph Pre-trained Model | Lixia Wu,Jianlin Liu,Junhong Lou,Minhui Deng,Jianbin Zheng,Haomin Wen,Chao Song,Shu He |
| arp0378 | Adaptive Cross-platform Transportation Time Prediction for Logistics | Shuxin Zhong,Wenjun Lyu,Zhiqing Hong,Guang Yang,Weijian Zuo,Haotian Wang,Guang Wang,Yu Yang,Desheng Zhang |
| arp0382 | Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models | Jia-Hong Huang,Chao-Chun Yang,Yixian Shen,Alessio M. Pacces,Evangelos Kanoulas |
| arp0395 | Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale | Yangxin Fan,Raymond Wieser,Laura S. Bruckman,Roger H. French,Yinghui Wu |
| arp0470 | Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling | Sungchul Hong,Seunghwan An,Jong-June Jeon |
| arp0521 | Explainable and Coherent Complement Recommendation Based on Large Language Models | Zelong Li,Yan Liang,Ming Wang,Sungro Yoon,Jiaying Shi,Xin Shen,Xiang He,Chenwei Zhang,Wenyi Wu,Hanbo Wang,Jin Li,Jim Chan,Yongfeng Zhang |
| arp0522 | Collaborative Scope: Encountering the Substitution Effect within the Delivery Scope in Online Food Delivery Platform | Yida Zhu,Liying Chen,Chen Zheng,Jia Shi,Daping Xiong,Zewen Huang,Shihao Ren,Shuiping Chen,Jinghua Hao,Renqing He |
| arp0564 | TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou | Zihua Si,Lin Guan,Zhongxiang Sun,Xiaoxue Zang,Jing Lu,Yiqun Hui,Xingchao Cao,Zeyu Yang,Yichen Zheng,Dewei Leng,Kai Zheng,Chenbin Zhang,Yanan Niu,Yang Song,Kun Gai |
| arp0607 | Quality Prediction in Arc Welding: Leveraging Transformer Models and Discrete Representations from Vector Quantised-VAE | Yannik Hahn,Robert Maack,Hasan Tercan,Tobias Meisen,Marion Purrio,Guido Buchholz,Matthias Angerhausen |
| arp0648 | LLP-Bench: A Large Scale Tabular Benchmark for Learning from Label Proportions | Anand Brahmbhatt,Mohith Pokala,Rishi Saket,Aravindan Raghuveer |
| arp0669 | Ericsogate: Advancing Analytics and Management of Data from Diverse Sources within Ericsson Using Knowledge Graphs | Abdelghny Orogat,Sri Lakshmi Vadlamani,Dimple Thomas,Ahmed El-Roby |
| arp0679 | An Enhanced Batch Query Architecture in Real-time Recommendation | Qiang Zhang,Zhipeng Teng,Disheng Wu,Jiayin Wang |
| arp0711 | Ads Supply Personalization via Doubly Robust Learning | Wei Shi,Chen Fu,Qi Xu,Sanjian Chen,Jizhe Zhang,Qinqin Zhu,Zhigang Hua,Shuang Yang |
| arp0734 | Understanding and Modeling Job Marketplace with Pretrained Language Models | Yaochen Zhu,Liang Wu,Binchi Zhang,Song Wang,Qi Guo,Liangjie Hong,Luke Simon,Jundong Li |
| arp0748 | Sequence-level Semantic Representation Fusion for Recommender Systems | Lanling Xu,Zhen Tian,Bingqian Li,Junjie Zhang,Daoyuan Wang,Hongyu Wang,Jinpeng Wang,Sheng Chen,Wayne Xin Zhao |
| arp0777 | ECRT: Flexible Sequence Enhancement Framework for Cross-Domain Information Reuse in Recommendation | Weiqiang Zhao,Zi-Yuan Wu,Yatao Yang,Lifeng Hua,Hao Xiong |
| arp0792 | Dynamic Graph-based Deep Reinforcement Learning with Long and Short-term Relation Modeling for Portfolio Optimization | Haoyu Sun,Yuxuan Bian,Li Han,Peng Zhu,Dawei Cheng,Yuqi Liang |
| arp0810 | Sequential Optimum Test with Multi-armed Bandits for Online Experimentation | Fang Kong,Penglei Zhao,Shichao Han,Yong Wang,Shuai Li |
| arp0818 | Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration | Wangyang Ying,Dongjie Wang,Xuanming Hu,Ji Qiu,Jin Park,Yanjie Fu |
| arp0849 | RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model | Peiwen Li,Xin Wang,Zeyang Zhang,Yuan Meng,Fang Shen,Yue Li,Jialong Wang,Yang Li,Wenwu Zhu |
| arp0874 | Confidence-Aware Multi-Field Model Calibration | Yuang Zhao,Chuhan Wu,Qinglin Jia,Hong Zhu,Jia Yan,Libin Zong,Linxuan Zhang,Zhenhua Dong,Muyu Zhang |
| arp0882 | LAPIS: Language Model-Augmented Police Investigation System | Heedou Kim,Dain Kim,Jiwoo Lee,Chanwoong Yoon,Donghee Choi,Mogan Gim,Jaewoo Kang |
| arp0892 | CPFD: Confidence-aware Privileged Feature Distillation for Short Video Classification | Jinghao Shi,Xiang Shen,Kaili Zhao,Xuedong Wang,Vera Wen,Zixuan Wang,Yifan Wu,Zhixin Zhang |
| arp0939 | CourIRL: Predicting Couriers’ Behavior in Last-Mile Delivery Using Crossed-Attention Inverse Reinforcement Learning | Shuai Wang,Tongtong Kong,Baoshen Guo,Li Lin,Haotian Wang |
| arp0962 | Enhancing Relevance of Embedding-based Retrieval at Walmart | Juexin Lin,Sachin Yadav,Feng Liu,Nicholas Rossi,Praveen R. Suram,Satya Chembolu,Prijith Chandran,Hrushikesh Mohapatra,Tony Lee,Alessandro Magnani,Ciya Liao |
| arp0999 | EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction | Zexuan Qiu,Jieming Zhu,Yankai Chen,Guohao Cai,Weiwen Liu,Zhenhua Dong,Irwin King |
| arp1069 | Towards Better Seach Query Classification with Distribution-Diverse Multi-Expert Knowledge Distillation in JD Ads Search | Kun-Peng Ning,Ming Pang,Zheng Fang,Xue Jiang,Xi-Wei Zhao,Chang-Ping Peng,Zhan-Gang Lin,Jing-He Hu,Jing-Ping Shao,Li Yuan |
| arp1095 | Deep Learning-Based Compressed Sensing for Mobile Device-Derived Sensor Data | Liqiang Xu,Yuuki Nishiyama,Kota Tsubouchi,Kaoru Sezaki |
| arp1122 | A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service | Shuxin Zhong,Yahan Gu,Wenjun Lyu,Hongyu Lin,Guang Yang,Yao Lu,Guang Wang,Yu Yang,Desheng Zhang |
| arp1123 | Boosting LLM-based Relevance Modeling with Distribution-Aware Robust Learning | Hong Liu,Saisai Gong,Yixin Ji,Kaixin Wu,Jia Xu,Jinjie Gu |
| arp1186 | XCapsUTL: Cross-domain Unsupervised Transfer Learning Framework using a Capsule Neural Network | Naman Khetan,Sanyog Dewani,Gokul Swamy,Vikalp Gajbhiye |
| arp1306 | A Real-Time Adaptive Multi-Stream GPU System For Online Approximate Nearest Neighborhood Search | Yiping Sun,Yang Shi,Jiaolong Du |
| arp1309 | EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation | Lei Huang,Weitao Li,Chenrui Zhang,Jinpeng Wang,Xianchun Yi,Sheng Chen |
| arp1329 | Process-Informed Deep Learning for Enhanced Order Fulfillment Cycle Time Prediction in On-Demand Grocery Retailing | Jiawen Wei,Ziwen Ye,Chuan Yang,Chen Chen,Guangrui Ma |
| arp1380 | GraphWeaver: Billion-Scale Cybersecurity Incident Correlation | Scott Freitas,Amir Gharib |
| arp1403 | EFfECT-RL: Enabling Framework for Establishing Causality and Triggering engagement through RL | Debanjan Sadhukhan,Deepanshi Seth,Sanjay Agrawal,Tridib Mukherjee |
| arp1423 | DivNet: Diversity-Aware Self-Correcting Sequential Recommendation Networks | Shuai Xiao,Zaifan Jiang |
| arp1445 | COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty | Lu Wang,Mayukh Das,Fangkai Yang,Chao Du,Bo Qiao,Hang Dong,Chetan Bansal,Si Qin,Saravan Rajmohan,Qingwei Lin,Dongmei Zhang,Qi Zhang |
| arp1461 | To Explore or Exploit? A Gradient-informed Framework to Address the Feedback Loop for Graph based Recommendation | Zhigang Huangfu,Binbin Hu,Zhengwei Wu,Fengyu Han,Gong-Duo Zhang,Lihong Gu,Zhiqiang Zhang |
| arp1505 | Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion | Li Lin,Xinyao Chen,Kaiwen Xia,Shuai Wang,Desheng Zhang,Tian He |
| arp1514 | Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search | Enqiang Xu,Xinhui Li,Zhigong Zhou,Jiahao Ji,Jinyuan Zhao,Dadong Miao,Songlin Wang,Lin Liu,Sulong Xu |
| arp1522 | Towards a Zero-Day Anomaly Detector in Cyber Physical Systems Using a Hybrid VAE-LSTM-OCSVM Model | Romarick Yatagha,Betelhem Nebebe,Karl Waedt,Christoph Ruland |
| arp1531 | Modeling User Intent Beyond Trigger: Incorporating Uncertainty for Trigger-Induced Recommendation | Jianxing Ma,Zhibo Xiao,Luwei Yang,Hansheng Xue,Xuanzhou Liu,Wen Jiang,Wei Ning,Guannan Zhang |
| arp1562 | Deep Journey Hierarchical Attention Networks for Conversion Predictions in Digital Marketing | Girim Ban,Hyeonseok Yun,Banseok Lee,David Sung,Simon S. Woo |
| arp1564 | Effective Utilization of Large-scale Unobserved Data in Recommendation Systems | Feng Zhang,Yulin Xu,Hongjie Chen,Xu Yuan,QingWen Liu,YuNing Jiang |
| arp1596 | Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights | Xiang-Rong Sheng,Feifan Yang,Litong Gong,Biao Wang,Zhangming Chan,Yujing Zhang,Yueyao Cheng,Yong-Nan Zhu,Tiezheng Ge,Han Zhu,Yuning Jiang,Jian Xu,Bo Zheng |
| arp1602 | Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking | Alessandro Sbandi,Federico Siciliano,Fabrizio Silvestri |
| arp1631 | Building Natural Language Interface for Product Search | Vijit Malik,Vinayak Puranik,Anirban Majumder,Vivek Sembium |
| arp1634 | DIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal Fusion | Li Lin,Xin Xu,Hai Wang,Tian He,Desheng Zhang,Shuai Wang |
| arp1646 | Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting | Shiyu Wang,Zhixuan Chu,Yinbo Sun,Yu Liu,Yuliang Guo,Yang Chen,Huiyang Jian,Lintao Ma,Xingyu Lu,Jun Zhou |
| arp1662 | Causal Interventional Prediction System for Robust and Explainable Effect Forecasting | Zhixuan Chu,Hui Ding,Guang Zeng,Shiyu Wang,Yiming Li |
| arp1701 | Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP | Seonkyu Lim,Jeongwhan Choi,Noseong Park,Sang-Ha Yoon,ShinHyuck Kang,Young-Min Kim,Hyunjoong Kang |
| arp1711 | STIR: Siamese Transformer for Image Retrieval Postprocessing | Aleksei Shabanov,Aleksei Tarasov,Sergey Nikolenko |
| arp1729 | Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework | Yunfei Yang,Zhenghao Qi,Honghuan Wu,Qi Song,Tieyao Zhang,Hao Li,Yimin Tu,Kaiqiao Zhan,Ben Wang |
| arp1731 | Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System | Xin Jiang,Kaiqiang Wang,Yinlong Wang,Fengchang Lv,Taiyang Peng,Shuai Yang,Xianteng Wu,Pengye Zhang,Shuo Yuan,Yifan Zeng |
| arp1762 | Robust Sequence-Based Self-Supervised Representation Learning for Anti-Money Laundering | Shuaibin Huang,Yun Xiong,Yi Xie,Tianyu Qiu,Guangzhong Wang |
| arp1765 | Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion | Hai Wang,Shuai Wang,Li Lin,Yu Yang,Shuai Wang,Hongkai Wen |
| arp1776 | Pareto-based Multi-Objective Recommender System with Forgetting Curve | Jipeng Jin,Zhaoxiang Zhang,Zhiheng Li,Xiaofeng Gao,Xiongwen Yang,Lei Xiao,Jie Jiang |
| arp1778 | PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters | Azin Ghazimatin,Ekaterina Garmash,Gustavo Penha,Kristen Sheets,Martin Achenbach,Oguz Semerci,Remi Galvez,Marcus Tannenberg,Sahitya Mantravadi,Divya Narayanan,Ofeliya Kalaydzhyan,Douglas Cole,Ben Carterette,Ann Clifton,Paul N. Bennett,Claudia Hauff,Mounia Lalmas |
| arp1792 | Reasoning before Responding: Towards Legal Long-form Question Answering with Interpretability | Utkarsh Ujwal,Sai Sri Harsha Surampudi,Sayantan Mitra,Tulika Saha |
| arp1806 | COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data | Ting-Yun Ou,Ching Chang,Wen-Chih Peng |
| arp1841 | DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection | Yao Lu,Shuai Wang,Yu Yang,Hai Wang,Baoshen Guo,Desheng Zhang,Shuai Wang,Tian He |
| arp1862 | UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints | Inzamamul Alam,Muhammad Shahid Muneer,Simon S. Woo |
| arp1885 | Automated Contrastive Learning Strategy Search for Time Series | Baoyu Jing,Yansen Wang,Guoxin Sui,Jing Hong,Jingrui He,Yuqing Yang,Dongsheng Li,Kan Ren |
| arp1982 | REAPER: Reasoning based Retrieval Planning for Complex RAG Systems | Ashutosh Joshi,Sheikh Muhammad Sarwar,Samarth Varshney,Sreyashi Nag,Shrivats Agrawal,Juhi Naik |
| arp1989 | iRAG: Advancing RAG for Videos with an Incremental Approach | Md Adnan Arefeen,Biplob Debnath,Md Yusuf Sarwar Uddin,Srimat Chakradhar |
| arp1999 | Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning | Dillon Davis,Huiji Gao,Thomas Legrand,Malay Haldar,Alex Deng,Han Zhao,Liwei He,Sanjeev Katariya |
| arp2009 | LLM-based Automated Web Retrieval and Text Classification of Food Sharing Initiatives | Hao Wu,Hyunji Cho,Anna R. Davies,Gareth J. F. Jones |
| arp2012 | LiNR: Model Based Neural Retrieval on GPUs at LinkedIn | Fedor Borisyuk,Qingquan Song,Mingzhou Zhou,Ganesh Parameswaran,Madhu Arun,Siva Popuri,Tugrul Bingol,Zhuotao Pei,Kuang-Hsuan Lee,Lu Zheng,Qizhan Shao,Ali Naqvi,Sen Zhou,Aman Gupta |
| arp2019 | PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion | Xiusi Chen,Wei-Yao Wang,Ziniu Hu,David Reynoso,Kun Jin,Mingyan Liu,P. Jeffrey Brantingham,Wei Wang |
| arp2035 | Leveraging Large Language Models for Improving Keyphrase Generation for Contextual Targeting | Xiao Bai,Xue Wu,Ivan Stojkovic,Kostas Tsioutsiouliklis |
| arp2036 | CancerKG.ORG – A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care | Michael Gubanov,Anna Pyayt,Aleksandra Karolak |
| arp2085 | Relevance Filtering for Embedding-based Retrieval | Nicholas Rossi,Juexin Lin,Feng Liu,Zhen Yang,Tony Lee,Alessandro Magnani,Ciya Liao |
| arp2089 | Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures | Arun Vignesh Malarkkan,Dongjie Wang,Yanjie Fu |
| arp2146 | DAMOCRO: A Data Migration Framework Using Online Classification and Reordering | Zhongxin Hu,Kaiyu Li,Xingjian Mao,Jingfeng Pan,Yunfei Peng,Aijun An,Xiaohui Yu,Dariusz Jania |
| arp2154 | UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning | Boqi Dai,Zhaocheng Du,Jieming Zhu,Jintao Xu,Deqing Zou,Quanyu Dai,Zhenhua Dong,Rui Zhang,Hai-Tao Zheng |
| arp2184 | A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System | Zhiqiang Liu,Xiaoxiao Xu,Jiaqi Yu,Han Xu,Lantao Hu,Han Li,Kun Gai |
| arp2199 | Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization | Alexandra L. Day,Carolin B. Wahl,Roberto dos Reis,Wei-keng Liao,Vinayak P. Dravid,Alok Choudhary,Ankit Agrawal |
| arp2209 | Cross-contextual Sequential Optimization via Deep Reinforcement Learning for Algorithmic Trading | Kaiming Pan,Yifan Hu,Li Han,Haoyu Sun,Dawei Cheng,Yuqi Liang |
| arp2225 | XPLOITSQL: Advancing Adversarial SQL Injection Attack Generation with Language Models and Reinforcement Learning | Daniel Leung,Omar Tsai,Kourosh Hashemi,Bardia Tayebi,Mohammad A. Tayebi |
| arp2251 | GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices | Thao Nguyen,Tiara Torres-Flores,Changhyun Hwang,Carl Edwards,Ying Diao,Heng Ji |
| arp2253 | Beyond the Trees: A Boosted Gated Convolution Transformer for Package Delivery Delay Prediction | Sahil Verma,Sumit Bisht,Suransh Chopra,Shubham Soni,Abhishek Persad |
| arp2280 | Reinforcement Feature Transformation for Polymer Property Performance Prediction | Xuanming Hu,Dongjie Wang,Wangyang Ying,Yanjie Fu |
| arp2288 | MERLIN: Multimodal & Multilingual Embedding for Recommendations at Large-scale via Item Associations | Sambeet Tiady,Arihant Jain,Dween Rabius Sanny,Khushi Gupta,Srinivas Virinchi,Swapnil Gupta,Anoop Saladi,Deepak Gupta |
| arp2335 | A Bayesian Multi-Armed Bandit Algorithm for Bid Shading in Online Display Advertising | Mengzhuo Guo,Wuqi Zhang,Congde Yuan,Binfeng Jia,Guoqing Song,Hua Hua,Shuangyang Wang,Qingpeng Zhang |
| arp2337 | RL-ISLAP: A Reinforcement Learning Framework for Industrial-Scale Linear Assignment Problems at Alipay | Hanjie Li,Yue Ning,Yang Bao,Changsheng Li,Boxiao Chen,Xingyu Lu,Ye Yuan,Guoren Wang |
| arp2368 | Enhancing E-Commerce Query Rewriting: A Large Language Model Approach with Domain-Specific Pre-Training and Reinforcement Learning | Aijun Dai,Zhenyu Zhu,Haiqing Hu,Guoyu Tang,Lin Liu,Sulong Xu |
| arp2385 | Combat Greenwashing with GoalSpotter: Automatic Sustainability Objective Detection in Heterogeneous Reports | Mohammad Mahdavi,Ramin Baghaei Mehr,Tom Debus |
Demo papers
| ID | PAPER TITLE | AUTHORS |
|---|---|---|
| de1847 | DirDense: A Tool for Mining Dense Subgraphs from a Big Directed Graph | Jalal Khalil,Ahmad Akhlaque,Da Yan,Lyuheng Yuan,Saugat Adhikari,Yang Zhou,Zhe Jiang |
| de2466 | Demonstrating PARS: A Decision Support System for Developing Vertical Partitioning Plans | Pengju Liu,Kai Zhong,Cuiping Li,Hong Chen |
| de2554 | FairRankTune: A Python Toolkit for Fair Ranking Tasks | Kathleen Cachel,Elke Rundensteiner |
| de2586 | A One-Health Platform for Antimicrobial Resistance Data Analytics | Benoit Lange,Reza Akbarinia,Florent Masseglia |
| de2607 | XplainScreen: Unveiling the Black Box of Graph Neural Network Drug Screening Models with a Unified XAI Framework | Geonhee Ahn,Md Mahim Anjum Haque,Subhashis Hazarika,Soo Kyung Kim |
| de2652 | Empowering Shoppers with Event-focused Search | Austin R. Ward,Omar Alonso |
| de2734 | Shaded Route Planning Using Active Segmentation and Identification of Satellite Images | Longchao Da,Rohan Chhibba,Rushabh Jaiswal,Ariane Middel,Hua Wei |
| de2768 | GongBu: Easily Fine-tuning LLMs for Domain-specific Adaptation | Bolin Zhang,Yimin Tian,Shengwei Wang,Zhiying Tu,Dianhui Chu,Zhiqi Shen |
| de2785 | Unified Argument Retrieval System from German News Articles Using Large Language Models | Piriyakorn Piriyatamwong,Saikishore Kalloori,Fabio Zünd |
| de2832 | EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration | Neda Afreen,Giacomo Balloccu,Ludovico Boratto,Gianni Fenu,Francesca Maridina Malloci,Mirko Marras,Andrea Giovanni Martis |
| de2848 | CourtsightTV: An Interactive Visualization Software for Labeling Key Basketball Moments | Alexander Russakoff,Kenny Miller,Vahid Mahzoon,Parsa Esmaeilkhani,Christine Cho,Jaffar Alzeidi,Sandro Hauri,Slobodan Vucetic |
| de2850 | DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering | Zhicheng Lee, Zhidian Huang,Zijun Yao,Jinxin Liu,Amy Xin,Lei Hou,Juanzi Li |
| de2873 | A Skill Proficiency Framework for Workforce Learning and Development | Rebecca Dew,Mingzhao Li,Sandya Baratha Raj |
| de2914 | EHR-Based Mobile and Web Platform for Chronic Disease Risk Prediction Using Large Language Multimodal Models | Chun-Chieh Liao,Wei-Ting Kuo,I-Hsuan Hu,Yen-Chen Shih,Jun-En Ding,Feng Liu,Fang-Ming Hung |
| de2922 | GARF: A Self-supervised Data Cleaning System with SeqGAN | Jinfeng Peng,Hanghai Cui,Derong Shen,Yue Kou,Tiezheng Nie,Tianlong Guo |
| de2947 | OpenTOS: Open-source System for Transfer Learning Bayesian Optimization | Peili Mao,Ke Li |
| de2954 | Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design | Joong Ho Choi,Geonyeong Choi,Ji Eun Han,Wonjin Yang,Zhi-Qi Cheng |
| de2995 | myCADI: my Contextual Anomaly Detection using Isolation | Véronne Yepmo,Grégory Smits |
| de3044 | AuditLLM: A Tool for Auditing Large Language Models Using Multiprobe Approach | Maryam Amirizaniani,Elias Martin,Tanya Roosta,Aman Chadha,Chirag Shah |
| de3053 | A Scalable Tool for Democratizing Variant Calling on Human Genomes Using Commodity Clusters | Khawar Shehzad,Ajay Kumar,Matthew Schutz,Chase Webb,Polycarp Nalela,Manas Jyoti Das,Praveen Rao |
| de3064 | FactCheckBureau: Build Your Own Fact-Check Analysis Pipeline | Oana Balalau,Pablo Bertaud-Velten,Younes El Fraihi,Garima Gaur,Oana Goga,Samuel Guimaraes,Ioana Manolescu,Brahim Saadi |
| de3065 | DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model | Nan Xie,Yuelin Bai,Hengyuan Gao,Ziqiang Xue,Feiteng Fang,Qixuan Zhao,Zhijian Li,Liang Zhu,Shiwen Ni,Min Yang |
| de3116 | Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning | Ahmet Kapkiç,Pratanu Mandal,Shu Wan,Paras Sheth,Abhinav Gorantla,Yoonhyuk Choi,Huan Liu,K. Selçuk Candan |
| de3139 | Mastodoner: A Command-line Tool and Python Library for Public Data Collection from Mastodon | Haris Bin Zia,Ignacio Castro,Gareth Tyson |
| de3220 | Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models | Chen Shen,Jin Wang,Sajjadur Rahman,Eser Kandogan |
| de3221 | Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework | Seung-Yeon Back,Geonho Son,Dahye Jeong,Eunil Park,Simon S. Woo |
| de3230 | RevEx: An Online Consumer Reviews Extraction Tool | Julián Alarte,Carlos Galindo,Carlos Martín,Josep Silva |
| de3243 | Multi-Graph Explorer: A Framework for Advanced Multi-Graph Analysis and Method Development | Yorgos Tsitsikas,Evangelos E. Papalexakis |
| de3255 | DetCat: Detecting Categorical Outliers in Relational Datasets | Arthur Zylinski,Abdulhakim A. Qahtan |
| de3258 | Human-in-the-Loop Feature Discovery for Tabular Data | Andra Ionescu,Zeger Mouw,Efthimia Aivaloglou,Rihan Hai,Asterios Katsifodimos |
| de3271 | LLM-PQA: LLM-enhanced Prediction Query Answering | Ziyu Li,Wenjie Zhao,Asterios Katsifodimos,Rihan Hai |
| de3316 | STaR: Space and Time-aware Statistic Query Answering | Oana Balalau,Simon Ebel,Helena Galhardas,Théo Galizzi,Ioana Manolescu |
| de3318 | LINKin-PARK: Land Valuation Information and Knowledge in Predictive Analysis and Reporting Kit via Dual Attention-DCCNN | Teng-Yuan Tsou,Shih-Yu Lai,Hsuan-Ching Chen,Jung-Tsang Yeh,Pei-Xuan Li,Tzu-Chang Lee,Hsun-Ping Hsieh |
Resource Papers
| ID | PAPER TITLE | AUTHORS |
|---|---|---|
| rp2513 | Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud | Chaoli Zhang,Yingying Zhang,Lanshu Peng,Qingsong Wen,Yiyuan Yang,Chongjiong Fan,Minqi Jiang,Lunting Fan,Liang Sun |
| rp2694 | MEDOBO: 18 Million+ MEDLINE Abstracts Automatically Tagged with OBO Ontologies | Ahmad Aghaebrahimian,Maria Anisimova,Manuel Gil |
| rp2727 | M3: A Multi-Image Multi-Modal Entity Alignment Dataset | Shiqi Zhang,Weixin Zeng,Zhen Tan,Xiang Zhao,Weidong Xiao |
| rp2757 | CH-Mits: A Cross-Modal Dataset for User Sentiment Analysis on Chinese Social Media | Juhao Ma,Shuai Xu,Yilin Liu,Xiaoming Fu |
| rp2799 | ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction | Yanlin Zhang,Ning Li,Quan Gan,Weinan Zhang,David Wipf,Minjie Wang |
| rp2867 | BioMAISx: A Corpus for Aspect-Based Sentiment Analysis of Media Representations of Agricultural Biotechnologies in Africa | Patricia Chiril,Trevor Spreadbury,Joeva Sean Rock,Brian Dowd-Uribe,David Uminsky |
| rp2890 | InfinityMath: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning | Bo-Wen Zhang,Yan Yan,Lin Li,Guang Liu |
| rp2891 | VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily Activities | Shusaku Egami,Takanori Ugai,Swe Nwe Nwe Htun,Ken Fukuda |
| rp2905 | Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification | Shashank Gupta,Mohamed Reda Bouadjenek,Antonio Robles-Kelly,Tsz-Kwan Lee,Thanh Thi Nguyen,Asef Nazari,Dhananjay Thiruvady |
| rp2907 | AnnoRank: A Comprehensive Web-Based Framework for Collecting Annotations and Assessing Rankings | Clara Rus,Gabrielle Poerwawinata,Andrew Yates,Maarten de Rijke |
| rp2908 | pyPANTERA: A Python PAckage for Natural language obfuscaTion Enforcing pRivacy & Anonymization | Francesco Luigi De Faveri,Guglielmo Faggioli,Nicola Ferro |
| rp2959 | An Evaluation Framework for Attributed Information Retrieval using Large Language Models | Hanane Djeddal,Pierre Erbacher,Raouf Toukal,Laure Soulier,Karen Pinel-Sauvagnat,Sophia Katrenko,Lynda Tamine |
| rp2963 | EUvsDisinfo: A Dataset for Multilingual Detection of Pro-Kremlin Disinformation in News Articles | João A. Leite,Olesya Razuvayevskaya,Kalina Bontcheva,Carolina Scarton |
| rp3023 | Understanding the User: An Intent-Based Ranking Dataset | Abhijit Anand,Jurek Leonhardt,Venktesh V,Avishek Anand |
| rp3062 | 3DLNews: A Three-decade Dataset of US Local News Articles | Gangani Ariyarathne,Alexander C. Nwala |
| rp3105 | A Generative Benchmark Creation Framework for Detecting Common Data Table Versions | Daniel C. Fox,Aamod Khatiwada,Roee Shraga |
| rp3117 | Refining Wikidata Taxonomy using Large Language Models | Yiwen Peng,Thomas Bonald,Mehwish Alam |
| rp3130 | Moving Region Representations on the Spread of a Forest Fire | Henrique Macías da Silva,Tiago F. R. Ribeiro,Rogério Luís de C. Costa,José Moreira |
| rp3186 | CheckGuard: Advancing Stolen Check Detection with a Cross-Modal Image-Text Benchmark Dataset | Fei Zhao,Jiawen Chen,Bin Huang,Chengcui Zhang,Gary Warner |
| rp3207 | Dataset Generation for Korean Urban Parks Analysis with Large Language Models | Honggu Kim,Minwoo Kang,Hyeyoung Choi,Yun-Gyung Cheong |
| rp3289 | Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations | Jiahao Chen,Zitao Liu,Mingliang Hou,Xiangyu Zhao,Weiqi Luo |
| rp3295 | LeDQA: A Chinese Legal Case Document-based Question Answering Dataset | Bulou Liu,Zhenhao Zhu,Qingyao Ai,Yiqun Liu,Yueyue Wu |
PhD Symposium
| ID | PAPER TITLE | AUTHOR |
|---|---|---|
| phd3347 | GeoAI for Natural Disaster Assessment | Saugat Adhikari/td> |
| phd3378 | Demystifying Financial Texts Using Natural Language Processing | Sohom Ghosh |
| phd3385 | Advancing Misinformation Awareness in Recommender Systems for Social Media Information Integrity | Royal Pathak |
| phd3386 | Evaluating Social Media Reach via Mainstream Media Discourse | Himarsha R. Jayanetti |
| phd3394 | Towards Effective Fusion and Forecasting of Multimodal Spatio-temporal Data for Smart Mobility | Chenxing Wang |
| phd3406 | The ‘Path’ to Clarity: Identifying False Claims Through a Knowledge Graph Exploration | Wenbo Wang |
| phd3410 | Towards Probabilistic Integrity Verification of Incomplete Edge Unlearning in Graph Neural Networks | Kun Wu |
| phd3413 | Multi-Granularity Modeling in Recommendation: from the Multi-Scenario Perspective | Yuhao Wang |
| phd3415 | The Veracity Problem: Detecting False Information and its Propagation on Online Social Media Networks | Sarah Condran |
| phd3416 | Reliable Knowledge Graph Reasoning with Uncertainty Quantification | Bo Ni |
| phd3422 | Graph-theoretical Approach to Enhance Accuracy of Financial Fraud Detection Using Synthetic Tabular Data Generation | Dae-Young Park |
| phd3436 | Leveraging Knowledge Graphs and LLMs to Support and Monitor Legislative Systems | Andrea Colombo |
| phd3437 | Causal Discovery from Heterogenous Multivariate Time Series | Lei Zan |
| phd3439 | Towards Advancing Text-Based User and Item Representation in Personalized Recommendation | Hanjia Lyu |
| phd3440 | Submodular Optimization: Variants, Theory and Applications | Yanhui Zhu |
| phd3448 | Towards Making Effective Machine Learning Decisions Against Out-of-Distribution Data | Lakpa D. Tamang |
| phd3454 | Assessing Human Viewpoints in Theory of Mind for Large Language Models in Open-Ended Questioning | Maryam Amirizaniani |
| phd3461 | Realistic Synthetic Signed Network Generation and Analysis | Aikta Arya |
| phd3463 | Towards Seamless User Query to REST API Conversion | Han Xu |
| phd3464 | PTM-Mamba: A PTM-Aware Protein Language Model with Bidirectional Gated Mamba Blocks | Zhangzhi Peng |
Industry Day
| ID | PAPER TITLE | AUTHORS |
|---|---|---|
| idt3396 | BeCA: Retrieval Augmented Generative AI for Efficient Benefit Question Answering in Healthcare | Haoyun Feng,Glenn Fung,Vikram Bandugula |
| idt3401 | Planes, Trains and Automobiles: Leverage Multimodal In-Mission Signals for Shopping Journeys | Viet Ha-Thuc,Shasha Li,Arnau Ramisa,Xinliang Zhu |
| idt3402 | Towards Energy-Efficient Llama2 Architecture on Embedded FPGAs | Han Xu,Xingyuan Wang,Shihao Ji |
| idt3484 | Bridging Knowledge Gaps in LLMs via Function Calls | Kinjal Basu |
| idt3485 | Towards Real-Time and Personalized Code Generation | Han Xu,Xingyuan Wang,Haipeng Chen |
| idt3382 | A Supervised BERT Model for Identifying Core-Intent Bearing Phrases in e-Commerce Queries | Abhishek Sudhakar Deshmukh,Arnab Dutta |
| idt3391 | Voting with Generative AI for German Compound Splitting in E-commerce Search | Ümit Yilmaz,Kilian Merkelbach,Daniel Stein,Hasan Oezkan |
| idt3483 | Advertiser Content Understanding via LLMs for Google Ads Safety | Joseph Wallace,Tushar Dogra,Wei Qiao,Yuan Wang |
| idt3383 | AI-safe Autocompletion with RAG and Relevance Curation | Kilian Merkelbach,Ksenia Riabinova,Arnab Dutta |
| idt3400 | Product Retrieval and Ranking for Alphanumeric Queries | Hadeel Saadany,Swapnil Bhosale,Samarth Agrawal,Zhe Wu,Constantin Orăsan,Diptesh Kanojia |
| idt3397 | Reviewerly: Modeling the Reviewer Assignment Task as an Information Retrieval Problem | Negar Arabzadeh,Sajad Ebrahimi,Sara Salamat,Mahdi Bashari,Ebrahim Bagheri |