PPaperPicks

Philip S. Yu

University of Illinois at Chicago, Department of Computer Science, Chicago, IL, USA

141 papers at tracked venues · 96 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3491-5968 ↗Google Scholar ↗

Venues

ACL ×23WWW ×16EMNLP ×14NeurIPS ×14CIKM ×12SIGKDD ×12AAAI ×11ICLR ×9ICML ×6WSDM ×5ICDE ×4IJCAI ×4NAACL ×4ICDM ×2SDM ×2RecSys ×1SIGIR ×1UAI ×1

Frequent coauthors

Hao Peng
×29
Weizhi Zhang
×17
Yangning Li
×16
Li Sun
×16
Henry Peng Zou
×15
Xuming Hu
×14
Yinghui Li
×14
Zhiwei Liu
×11
Yankai Chen
×11
Liangwei Yang
×11
Liancheng Fang
×10
Qingsong Wen
×9

Papers

  1. AGP: Auto-Guided Prompt Refinement for Personalized Reranking in Recommender Systems
    WSDM 2026 ·
    Chen Wang
    ,
    Mingdai Yang
    ,
    Zhiwei Liu
    ,
    Pan Li
    ,
    Linsey Pang
    ,
    Qingsong Wen
    , Philip S. Yu
  2. AgentDR: Dynamic Recommendation with Implicit Item-Item Relations via LLM-based Agents
    WWW 2026 ·
    Mingdai Yang
    ,
    Nurendra Choudhary
    ,
    Jiangshu Du
    ,
    Edward W. Huang
    , Philip S. Yu,
    Karthik Subbian
    ,
    Danai Koutra
  3. CSSG: A Continuous Spatio-temporal Graph Learning Framework with Scalable Spatial Granularity
    SIGKDD 2026 ·
    Kaiwen Xia
    ,
    Li Lin
    ,
    Qi Zhang
    ,
    Xinrui Zhang
    ,
    Shuai Wang
    ,
    Xuming Hu
    , Philip S. Yu
  4. Can Multimodal LLMs Perform Time Series Anomaly Detection?
    WWW 2026 ·
    Xiongxiao Xu
    ,
    Haoran Wang
    ,
    Yueqing Liang
    , Philip S. Yu,
    Yue Zhao
    ,
    Kai Shu
  5. Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
    ACL 2026 ·
    Wei-Chieh Huang
    ,
    Henry Peng Zou
    ,
    Yaozu Wu
    ,
    Dongyuan Li
    ,
    Yankai Chen
    ,
    Weizhi Zhang
    ,
    Yangning Li
    ,
    Angelo Zangari
    ,
    Jizhou Guo
    ,
    Chunyu Miao
    ,
    Liancheng Fang
    ,
    Langzhou He
    ,
    Yinghui Li
    ,
    Renhe Jiang
    , Philip S. Yu
  6. Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols
    SIGKDD 2026 ·
    Longzhu He
    ,
    Chaozhuo Li
    ,
    Peng Tang
    ,
    Li Sun
    ,
    Sen Su
    , Philip S. Yu
  7. Effective and Unsupervised Social Event Detection and Evolution via RAG and Structural Entropy
    WWW 2026 ·
    Qitong Liu
    ,
    Hao Peng
    ,
    Zuchen Li
    ,
    Xihang Meng
    ,
    Ziyu Yang
    ,
    Jiting Li
    ,
    Li Sun
    , Philip S. Yu
  8. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
    ACL 2026 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    ,
    Hang Li
    ,
    Boyan Li
    ,
    Jiamin Su
    ,
    Xiong Gao
    ,
    Yifan Zhang
    ,
    Tianlong Xu
    ,
    Zhendong Chu
    ,
    Aoxiao Zhong
    ,
    Kun Wang
    ,
    Hui Xiong
    , Philip S. Yu,
    Xuming Hu
    ,
    Qingsong Wen
  9. FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
    ACL 2026 ·
    Yujie Feng
    ,
    Hao Wang
    ,
    Jian Li
    ,
    Xu Chu
    ,
    Zhaolu Kang
    ,
    Yiran Liu
    ,
    Yasha Wang
    , Philip S. Yu,
    Xiao-Ming Wu
  10. GAM: Hierarchical Graph-based Agentic Memory for LLM Agents
    ACL 2026 ·
    Zhaofen Wu
    ,
    Hanrong Zhang
    ,
    Fulin Lin
    ,
    Wujiang Xu
    ,
    Xinran Xu
    ,
    Yankai Chen
    ,
    Henry Peng Zou
    ,
    Shaowen Chen
    ,
    Weizhi Zhang
    ,
    Xue Liu
    , Philip S. Yu,
    Hongwei Wang
  11. Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger
    WWW 2026 ·
    Li Sun
    ,
    Ming Zhang
    ,
    Wenxin Jin
    ,
    Zhongtian Sun
    ,
    Zhenhao Huang
    ,
    Hao Peng
    ,
    Sen Su
    , Philip S. Yu
  12. Hyperbolic Continuous Structural Entropy for Hierarchical Clustering
    AAAI 2026 ·
    Guangjie Zeng
    ,
    Hao Peng
    ,
    Angsheng Li
    ,
    Li Sun
    ,
    Chunyang Liu
    ,
    Shengze Li
    ,
    Yicheng Pan
    , Philip S. Yu
  13. LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
    ACL 2026 ·
    Henry Peng Zou
    ,
    Wei-Chieh Huang
    ,
    Yaozu Wu
    ,
    Jizhou Guo
    ,
    Yankai Chen
    ,
    Chunyu Miao
    ,
    Hoang H. Nguyen
    ,
    Yue Zhou
    ,
    Weizhi Zhang
    ,
    Liancheng Fang
    ,
    Hanrong Zhang
    ,
    Fangxin Wang
    ,
    Pengfei Zhang
    ,
    Langzhou He
    ,
    Yangning Li
    ,
    Dongyuan Li
    ,
    Renhe Jiang
    , Philip S. Yu
  14. Learning to Explore: Policy-Guided Outlier Synthesis for Graph Out-of-Distribution Detection
    AAAI 2026 ·
    Li Sun
    ,
    Lanxu Yang
    ,
    Jiayu Tian
    ,
    Bowen Fang
    ,
    Xiaoyan Yu
    ,
    Junda Ye
    ,
    Peng Tang
    ,
    Hao Peng
    , Philip S. Yu
  15. Many-Shot Scaling of In-Context Learning with Self-Generated Demonstrations
    ACL 2026 ·
    Zhengyao Gu
    ,
    Henry Peng Zou
    ,
    Yankai Chen
    ,
    Aiwei Liu
    ,
    Weizhi Zhang
    , Philip S. Yu
  16. Mining Intrinsic Rewards from LLM Hidden States for Efficient Best-of-N Sampling
    SIGKDD 2026 ·
    Jizhou Guo
    ,
    Zhaomin Wu
    ,
    Hanchen Yang
    , Philip S. Yu
  17. MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms
    ACL 2026 ·
    Yibo Wang
    ,
    Congying Xia
    ,
    Wenting Zhao
    ,
    Jiangshu Du
    ,
    Chunyu Miao
    ,
    Zhongfen Deng
    , Philip S. Yu,
    Chen Xing
  18. Paper2Web: Let's Make Your Paper Alive!
    ACL 2026 ·
    Yuhang Chen
    ,
    Tianpeng Lv
    ,
    Yao Wan
    , Philip S. Yu,
    Dongping Chen
  19. PersonaAgent: Bridging Memory and Action for Personalized LLM Agents
    ACL 2026 ·
    Weizhi Zhang
    ,
    Xinyang Zhang
    ,
    Chenwei Zhang
    ,
    Liangwei Yang
    ,
    Jingbo Shang
    ,
    Zhepei Wei
    ,
    Henry Peng Zou
    ,
    Zijie Huang
    ,
    Zhengyang Wang
    ,
    Yifan Gao
    ,
    Xiaoman Pan
    ,
    Lian Xiong
    ,
    Jingguo Liu
    , Philip S. Yu,
    Xian Li
  20. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
    ACL 2026 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    ,
    Jingheng Ye
    ,
    Zhendong Chu
    ,
    Xuming Hu
    , Philip S. Yu,
    Carla P. Gomes
    ,
    Bart Selman
    ,
    Qingsong Wen
  21. SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
    ACL 2026 ·
    Yiyang Gu
    ,
    Junwei Yang
    ,
    Junyu Luo
    ,
    Ye Yuan
    ,
    Bin Feng
    ,
    Yingce Xia
    ,
    Shufang Xie
    ,
    Kaili Liu
    ,
    Bohan Wu
    ,
    Qi Shi
    ,
    Haoran Li
    ,
    Beier Xiao
    ,
    Zhiping Xiao
    ,
    Xiao Luo
    ,
    Weizhi Zhang
    , Philip S. Yu,
    Zequn Liu
    ,
    Ming Zhang
  22. S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening
    AAAI 2026 ·
    Bowei He
    ,
    Bowen Gao
    ,
    Yankai Chen
    ,
    Yanyan Lan
    ,
    Chen Ma
    , Philip S. Yu,
    Ya-Qin Zhang
    ,
    Wei-Ying Ma
  23. Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations
    ACL 2026 ·
    Shanghao Li
    ,
    Jinda Han
    ,
    Yibo Wang
    ,
    Yuanjie Zhu
    ,
    Zihe Song
    ,
    Langzhou He
    ,
    Kenan Kamel A Alghythee
    , Philip S. Yu
  24. XRAG: Examining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation
    ICDE 2026 ·
    Qili Zhang
    ,
    Qianren Mao
    ,
    Yangyifei Luo
    ,
    Yashuo Luo
    ,
    Hanwen Hao
    ,
    Zhilong Cao
    ,
    Weifeng Jiang
    ,
    Zhijun Chen
    ,
    Junnan Liu
    ,
    Feng Yan
    ,
    Xiaolong Wang
    ,
    Jinlong Zhang
    ,
    Zhenting Huang
    ,
    Zhixing Tan
    ,
    Jie Sun
    ,
    Bo Li
    ,
    Jianxin Li
    , Philip S. Yu
  25. A Survey of RAG-Reasoning Systems in Large Language Models
    EMNLP 2025 ·
    Yangning Li
    ,
    Weizhi Zhang
    ,
    Yuyao Yang
    ,
    Wei-Chieh Huang
    ,
    Yaozu Wu
    ,
    Junyu Luo
    ,
    Yuanchen Bei
    ,
    Henry Peng Zou
    ,
    Xiao Luo
    ,
    Yusheng Zhao
    ,
    Chunkit Chan
    ,
    Yankai Chen
    ,
    Zhongfen Deng
    ,
    Yinghui Li
    ,
    Hai-Tao Zheng
    ,
    Dongyuan Li
    ,
    Renhe Jiang
    ,
    Ming Zhang
    ,
    Yangqiu Song
    , Philip S. Yu
  26. A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
    SIGKDD 2025 ·
    Liangbo Ning
    ,
    Ziran Liang
    ,
    Zhuohang Jiang
    ,
    Haohao Qu
    ,
    Yujuan Ding
    ,
    Wenqi Fan
    ,
    Xiaoyong Wei
    ,
    Shanru Lin
    ,
    Hui Liu
    , Philip S. Yu,
    Qing Li
  27. AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks: (Extended Abstract)
    ICDE 2025 ·
    Lu Bai
    ,
    Lixin Cui
    ,
    Ming Li
    ,
    Peng Ren
    ,
    Yue Wang
    ,
    Lichi Zhang
    , Philip S. Yu,
    Edwin R. Hancock
  28. AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
    NeurIPS 2025 ·
    Yangning Li
    ,
    Shaoshen Chen
    ,
    Yinghui Li
    ,
    Yankai Chen
    ,
    Hai-Tao Zheng
    ,
    Hui Wang
    ,
    Wenhao Jiang
    , Philip S. Yu
  29. Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
    NeurIPS 2025 ·
    Jiayi Kuang
    ,
    Haojing Huang
    ,
    Yinghui Li
    ,
    Xinnian Liang
    ,
    Zhikun Xu
    ,
    Yangning Li
    ,
    Xiaoyu Tan
    ,
    Chao Qu
    ,
    Meishan Zhang
    ,
    Ying Shen
    , Philip S. Yu
  30. BANGS: Game-theoretic Node Selection for Graph Self-Training
    ICLR 2025 ·
    Fangxin Wang
    ,
    Kay Liu
    ,
    Sourav Medya
    , Philip S. Yu
  31. Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
    ICLR 2025 ·
    Yangning Li
    ,
    Yinghui Li
    ,
    Xinyu Wang
    ,
    Yong Jiang
    ,
    Zhen Zhang
    ,
    Xinran Zheng
    ,
    Hui Wang
    ,
    Hai-Tao Zheng
    ,
    Fei Huang
    ,
    Jingren Zhou
    , Philip S. Yu
  32. Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks
    EMNLP 2025 ·
    Tzu-Ling Lin
    ,
    Wei-Chih Chen
    ,
    Teng-Fang Hsiao
    ,
    Hou-I Liu
    ,
    Ya-Hsin Yeh
    ,
    Yu Kai Chan
    ,
    Wen-Sheng Lien
    ,
    Po-Yen Kuo
    , Philip S. Yu,
    Hong-Han Shuai
  33. Breeding-aware Revenue Maximization for NFT Viral Marketing on Social Networks
    SIGKDD 2025 ·
    Ya-Wen Teng
    ,
    De-Nian Yang
    ,
    Yishuo Shi
    ,
    Guang-Siang Lee
    ,
    Wang-Chien Lee
    , Philip S. Yu,
    Ming-Syan Chen
  34. Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
    ACL 2025 ·
    Leyi Pan
    ,
    Aiwei Liu
    ,
    Shiyu Huang
    ,
    Yijian Lu
    ,
    Xuming Hu
    ,
    Lijie Wen
    ,
    Irwin King
    , Philip S. Yu
  35. Can Watermarked LLMs be Identified by Users via Crafted Prompts?
    ICLR 2025 ·
    Aiwei Liu
    ,
    Sheng Guan
    ,
    Yiming Liu
    ,
    Leyi Pan
    ,
    Yifei Zhang
    ,
    Liancheng Fang
    ,
    Lijie Wen
    , Philip S. Yu,
    Xuming Hu
  36. Community Detection in Large-Scale Complex Networks via Structural Entropy Game
    WWW 2025 ·
    Yantuan Xian
    ,
    Pu Li
    ,
    Hao Peng
    ,
    Zhengtao Yu
    ,
    Yan Xiang
    , Philip S. Yu
  37. Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models
    NeurIPS 2025 ·
    Li Sun
    ,
    Zhenhao Huang
    ,
    Ming Zhang
    , Philip S. Yu
  38. Detecting Intent Drift in Continuous Conversation via Temporal Transition Accumulation
    ICDM 2025 ·
    Yue Wang
    ,
    Dehang Fu
    ,
    Jie Tan
    ,
    Junxiao Han
    ,
    Yao Wan
    ,
    Lixin Cui
    ,
    Lu Bai
    , Philip S. Yu
  39. Dialogues Aspect-based Sentiment Quadruple Extraction via Structural Entropy Minimization Partitioning
    CIKM 2025 ·
    Kun Peng
    ,
    Cong Cao
    ,
    Hao Peng
    ,
    Zhifeng Hao
    ,
    Lei Jiang
    ,
    Kongjing Gu
    ,
    Yanbing Liu
    , Philip S. Yu
  40. DiffPuter: Empowering Diffusion Models for Missing Data Imputation
    ICLR 2025 ·
    Hengrui Zhang
    ,
    Liancheng Fang
    ,
    Qitian Wu
    , Philip S. Yu
  41. Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed Graphs
    NeurIPS 2025 ·
    Yusheng Zhao
    ,
    Qixin Zhang
    ,
    Xiao Luo
    ,
    Weizhi Zhang
    ,
    Zhiping Xiao
    ,
    Wei Ju
    , Philip S. Yu,
    Ming Zhang
  42. Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
    NeurIPS 2025 ·
    Yankai Chen
    ,
    Xinni Zhang
    ,
    Yifei Zhang
    ,
    Yangning Li
    ,
    Henry Peng Zou
    ,
    Chunyu Miao
    ,
    Weizhi Zhang
    ,
    Steve (Xue) Liu
    , Philip S. Yu
  43. Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation
    EMNLP 2025 ·
    Kun Peng
    ,
    Cong Cao
    ,
    Hao Peng
    ,
    Guanlin Wu
    ,
    Zhifeng Hao
    ,
    Lei Jiang
    ,
    Yanbing Liu
    , Philip S. Yu
  44. Equilibrium-Based NFT Marketplace Recommendation for NFTs with Breeding
    ICDM 2025 ·
    Chin-Yuan Yeh
    ,
    Hsi-Wen Chen
    ,
    De-Nian Yang
    ,
    Wang-Chien Lee
    , Philip S. Yu,
    Ming-Syan Chen
  45. FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning (Extended Abstract)
    ICDE 2025 ·
    Xinqi Du
    ,
    Ziyue Li
    ,
    Cheng Long
    ,
    Yongheng Xing
    , Philip S. Yu,
    Hechang Chen
  46. Frontiers in Graph Machine Learning for the Large Model Era
    CIKM 2025 ·
    Qingyun Sun
    ,
    Ziwei Zhang
    ,
    Xingcheng Fu
    ,
    Yangqiu Song
    ,
    Jianxin Li
    , Philip S. Yu
  47. GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
    NeurIPS 2025 ·
    Haonan Yuan
    ,
    Qingyun Sun
    ,
    Junhua Shi
    ,
    Xingcheng Fu
    ,
    Bryan Hooi
    ,
    Jianxin Li
    , Philip S. Yu
  48. GeoEdit: Geometric Knowledge Editing for Large Language Models
    EMNLP 2025 ·
    Yujie Feng
    ,
    Li-Ming Zhan
    ,
    Zexin Lu
    ,
    Yongxin Xu
    ,
    Xu Chu
    ,
    Yasha Wang
    ,
    Jiannong Cao
    , Philip S. Yu,
    Xiao-Ming Wu
  49. Glocal Information Bottleneck for Time Series Imputation
    NeurIPS 2025 ·
    Jie Yang
    ,
    Kexin Zhang
    ,
    Guibin Zhang
    , Philip S. Yu,
    Kaize Ding
  50. Graph Neural Controlled Differential Equations For Collaborative Filtering
    WWW 2025 ·
    Ke Xu
    ,
    Weizhi Zhang
    ,
    Zihe Song
    ,
    Yuanjie Zhu
    , Philip S. Yu
  51. Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems
    WWW 2025 ·
    Yuwei Cao
    ,
    Liangwei Yang
    ,
    Zhiwei Liu
    ,
    Yuqing Liu
    ,
    Chen Wang
    ,
    Yueqing Liang
    ,
    Hao Peng
    , Philip S. Yu
  52. HAQJSK: Hierarchical-Aligned Quantum Jensen-Shannon Kernels for Graph Classification (Extended Abstract)
    ICDE 2025 ·
    Lu Bai
    ,
    Lixin Cui
    ,
    Yue Wang
    ,
    Ming Li
    ,
    Jing Li
    , Philip S. Yu,
    Edwin R. Hancock
  53. Hierarchical Superpixel Segmentation via Structural Information Theory
    SDM 2025 ·
    Minhui Xie
    ,
    Hao Peng
    ,
    Pu Li
    ,
    Guangjie Zeng
    ,
    Shuhai Wang
    ,
    Jia Wu
    ,
    Peng Li
    , Philip S. Yu
  54. How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees
    ICML 2025 ·
    Haonan Yuan
    ,
    Qingyun Sun
    ,
    Junhua Shi
    ,
    Xingcheng Fu
    ,
    Bryan Hooi
    ,
    Jianxin Li
    , Philip S. Yu
  55. IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
    ICLR 2025 ·
    Jiawen Qin
    ,
    Haonan Yuan
    ,
    Qingyun Sun
    ,
    Lyujin Xu
    ,
    Jiaqi Yuan
    ,
    Pengfeng Huang
    ,
    Zhaonan Wang
    ,
    Xingcheng Fu
    ,
    Hao Peng
    ,
    Jianxin Li
    , Philip S. Yu
  56. InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
    CIKM 2025 ·
    Zhichen Zeng
    ,
    Xiaolong Liu
    ,
    Mengyue Hang
    ,
    Xiaoyi Liu
    ,
    Qinghai Zhou
    ,
    Chaofei Yang
    ,
    Yiqun Liu
    ,
    Yichen Ruan
    ,
    Laming Chen
    ,
    Yuxin Chen
    ,
    Yujia Hao
    ,
    Jiaqi Xu
    ,
    Jade Nie
    ,
    Xi Liu
    ,
    Buyun Zhang
    ,
    Wei Wen
    ,
    Siyang Yuan
    ,
    Hang Yin
    ,
    Xin Zhang
    ,
    Kai Wang
    ,
    Wen-Yen Chen
    ,
    Yiping Han
    ,
    Huayu Li
    ,
    Chunzhi Yang
    ,
    Bo Long
    , Philip S. Yu,
    Hanghang Tong
    ,
    Jiyan Yang
  57. Jailbreaking LLMs Through Alignment Vulnerabilities in Out-of-Distribution Settings
    CIKM 2025 ·
    Yue Huang
    ,
    Jingyu Tang
    ,
    Dongping Chen
    ,
    Bingda Tang
    ,
    Yao Wan
    ,
    Lichao Sun
    , Philip S. Yu,
    Xiangliang Zhang
  58. Judge Anything: MLLM as a Judge Across Any Modality
    SIGKDD 2025 ·
    Shu Pu
    ,
    Yaochen Wang
    ,
    Dongping Chen
    ,
    Yuhang Chen
    ,
    Guohao Wang
    ,
    Qi Qin
    ,
    Zhongyi Zhang
    ,
    Zhiyuan Zhang
    ,
    Zetong Zhou
    ,
    Shuang Gong
    ,
    Yi Gui
    ,
    Yao Wan
    , Philip S. Yu
  59. LLGformer: Learnable Long-range Graph Transformer for Traffic Flow Prediction
    WWW 2025 ·
    Di Jin
    ,
    Cuiying Huo
    ,
    Jiayi Shi
    ,
    Dongxiao He
    ,
    Jianguo Wei
    , Philip S. Yu
  60. LLM Agents for Education: Advances and Applications
    EMNLP 2025 ·
    Zhendong Chu
    ,
    Shen Wang
    ,
    Jian Xie
    ,
    Tinghui Zhu
    ,
    Yibo Yan
    ,
    Jingheng Ye
    ,
    Aoxiao Zhong
    ,
    Xuming Hu
    ,
    Jing Liang
    , Philip S. Yu,
    Qingsong Wen
  61. LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
    EMNLP 2025 ·
    Weizhi Zhang
    ,
    Liangwei Yang
    ,
    Wooseong Yang
    ,
    Henry Peng Zou
    ,
    Yuqing Liu
    ,
    Ke Xu
    ,
    Sourav Medya
    , Philip S. Yu
  62. Large Language Model Simulator for Cold-Start Recommendation
    WSDM 2025 ·
    Feiran Huang
    ,
    Yuanchen Bei
    ,
    Zhenghang Yang
    ,
    Junyi Jiang
    ,
    Hao Chen
    ,
    Qijie Shen
    ,
    Senzhang Wang
    ,
    Fakhri Karray
    , Philip S. Yu
  63. MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
    ACL 2025 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    , Philip S. Yu,
    Xuming Hu
    ,
    Qingsong Wen
  64. Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
    EMNLP 2025 ·
    Yaozu Wu
    ,
    Dongyuan Li
    ,
    Yankai Chen
    ,
    Renhe Jiang
    ,
    Henry Peng Zou
    ,
    Wei-Chieh Huang
    ,
    Yangning Li
    ,
    Liancheng Fang
    ,
    Zhen Wang
    , Philip S. Yu
  65. Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
    EMNLP 2025 ·
    Yusheng Zhao
    ,
    Xiao Luo
    ,
    Junyu Luo
    ,
    Weizhi Zhang
    ,
    Zhiping Xiao
    ,
    Wei Ju
    , Philip S. Yu,
    Ming Zhang
  66. One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
    ICML 2025 ·
    Yinghui Li
    ,
    Jiayi Kuang
    ,
    Haojing Huang
    ,
    Zhikun Xu
    ,
    Xinnian Liang
    ,
    Yi Yu
    ,
    Wenlian Lu
    ,
    Yangning Li
    ,
    Xiaoyu Tan
    ,
    Chao Qu
    ,
    Ying Shen
    ,
    Hai-Tao Zheng
    , Philip S. Yu
  67. Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint)
    IJCAI 2025 ·
    Zhilin Zhao
    ,
    Longbing Cao
    , Philip S. Yu
  68. Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics
    AAAI 2025 ·
    Li Sun
    ,
    Ziheng Zhang
    ,
    Zixi Wang
    ,
    Yujie Wang
    ,
    Qiqi Wan
    ,
    Hao Li
    ,
    Hao Peng
    , Philip S. Yu
  69. Position: LLMs Can be Good Tutors in English Education
    EMNLP 2025 ·
    Jingheng Ye
    ,
    Shen Wang
    ,
    Deqing Zou
    ,
    Yibo Yan
    ,
    Kun Wang
    ,
    Hai-Tao Zheng
    ,
    Ruitong Liu
    ,
    Zenglin Xu
    ,
    Irwin King
    , Philip S. Yu,
    Qingsong Wen
  70. Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages
    NAACL 2025 ·
    Hoang H. Nguyen
    ,
    Khyati Mahajan
    ,
    Vikas Yadav
    ,
    Julian Salazar
    , Philip S. Yu,
    Masoud Hashemi
    ,
    Rishabh Maheshwary
  71. ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing
    ACL 2025 ·
    Xiuxuan Shen
    ,
    Zhongyuan Jiang
    ,
    Junsan Zhang
    ,
    Junxiao Han
    ,
    Yao Wan
    ,
    Chengjie Guo
    ,
    Bingcheng Liu
    ,
    Jie Wu
    ,
    Renxiang Li
    , Philip S. Yu
  72. RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
    EMNLP 2025 ·
    Qingsong Lv
    ,
    Yangning Li
    ,
    Zihua Lan
    ,
    Zishan Xu
    ,
    Jiwei Tang
    ,
    Tingwei Lu
    ,
    Yinghui Li
    ,
    Wenhao Jiang
    ,
    Hong-Gee Kim
    ,
    Hai-Tao Zheng
    , Philip S. Yu
  73. Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
    ACL 2025 ·
    Yujie Feng
    ,
    Xujia Wang
    ,
    Zexin Lu
    ,
    Shenghong Fu
    ,
    Guangyuan Shi
    ,
    Yongxin Xu
    ,
    Yasha Wang
    , Philip S. Yu,
    Xu Chu
    ,
    Xiao-Ming Wu
  74. Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
    ICLR 2025 ·
    Yinghui Li
    ,
    Haojing Huang
    ,
    Jiayi Kuang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    ,
    Chao Qu
    ,
    Xiaoyu Tan
    ,
    Hai-Tao Zheng
    ,
    Ying Shen
    , Philip S. Yu
  75. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    ACL 2025 ·
    Yinghui Li
    ,
    Shang Qin
    ,
    Jingheng Ye
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    ,
    Libo Qin
    ,
    Xuming Hu
    ,
    Wenhao Jiang
    ,
    Hai-Tao Zheng
    , Philip S. Yu
  76. RiemannGFM: Learning a Graph Foundation Model from Riemannian Geometry
    WWW 2025 ·
    Li Sun
    ,
    Zhenhao Huang
    ,
    Suyang Zhou
    ,
    Qiqi Wan
    ,
    Hao Peng
    , Philip S. Yu
  77. Robust Graph Condensation via Classification Complexity Mitigation
    NeurIPS 2025 ·
    Jiayi Luo
    ,
    Qingyun Sun
    ,
    Beining Yang
    ,
    Haonan Yuan
    ,
    Xingcheng Fu
    ,
    Yanbiao Ma
    ,
    Jianxin Li
    , Philip S. Yu
  78. SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning
    ICML 2025 ·
    Junyou Zhu
    ,
    Langzhou He
    ,
    Chao Gao
    ,
    Dongpeng Hou
    ,
    Zhen Su
    , Philip S. Yu,
    Jürgen Kurths
    ,
    Frank Hellmann
  79. SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation
    RecSys 2025 ·
    Weizhi Zhang
    ,
    Liangwei Yang
    ,
    Zihe Song
    ,
    Henry Peng Zou
    ,
    Ke Xu
    ,
    Yuanjie Zhu
    , Philip S. Yu
  80. SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
    NeurIPS 2025 ·
    Xin Zhang
    ,
    Mingxin Li
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Yongqi Li
    ,
    Yinghui Li
    ,
    Pengjun Xie
    ,
    Meishan Zhang
    ,
    Wenjie Li
    ,
    Min Zhang
    , Philip S. Yu
  81. Seeking and Updating with Live Visual Knowledge
    NeurIPS 2025 ·
    Mingyang Fu
    ,
    Yuyang Peng
    ,
    Dongping Chen
    ,
    Zetong Zhou
    ,
    Benlin Liu
    ,
    Yao Wan
    ,
    Zhou Zhao
    , Philip S. Yu,
    Ranjay Krishna
  82. Structural Entropy Guided Probabilistic Coding
    AAAI 2025 ·
    Xiang Huang
    ,
    Hao Peng
    ,
    Li Sun
    ,
    Hui Lin
    ,
    Chunyang Liu
    ,
    Jiang Cao
    , Philip S. Yu
  83. Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection
    ACL 2025 ·
    Lingwei Wei
    ,
    Dou Hu
    ,
    Wei Zhou
    , Philip S. Yu,
    Songlin Hu
  84. T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction
    IJCAI 2025 ·
    Kun Peng
    ,
    Chaodong Tong
    ,
    Cong Cao
    ,
    Hao Peng
    ,
    Qian Li
    ,
    Guanlin Wu
    ,
    Lei Jiang
    ,
    Yanbing Liu
    , Philip S. Yu
  85. TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
    ACL 2025 ·
    Liancheng Fang
    ,
    Aiwei Liu
    ,
    Hengrui Zhang
    ,
    Henry Peng Zou
    ,
    Weizhi Zhang
    , Philip S. Yu
  86. TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights
    ICLR 2025 ·
    Aiwei Liu
    ,
    Haoping Bai
    ,
    Zhiyun Lu
    ,
    Yanchao Sun
    ,
    Xiang Kong
    ,
    Xiaoming Simon Wang
    ,
    Jiulong Shan
    ,
    Albin Madappally Jose
    ,
    Xiaojiang Liu
    ,
    Lijie Wen
    , Philip S. Yu,
    Meng Cao
  87. TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
    ICML 2025 ·
    Hengrui Zhang
    ,
    Liancheng Fang
    ,
    Qitian Wu
    , Philip S. Yu
  88. Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
    EMNLP 2025 ·
    Yangning Li
    ,
    Tingwei Lu
    ,
    Yinghui Li
    ,
    Yankai Chen
    ,
    Wei-Chieh Huang
    ,
    Wenhao Jiang
    ,
    Hui Wang
    ,
    Hai-Tao Zheng
    , Philip S. Yu
  89. TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
    ACL 2025 ·
    Henry Peng Zou
    ,
    Zhengyao Gu
    ,
    Yue Zhou
    ,
    Yankai Chen
    ,
    Weizhi Zhang
    ,
    Liancheng Fang
    ,
    Yibo Wang
    ,
    Yangning Li
    ,
    Kay Liu
    , Philip S. Yu
  90. The 14th International Workshop on Urban Computing
    SIGKDD 2025 ·
    Yuxuan Liang
    ,
    Yu Zheng
    ,
    Chuishi Meng
    ,
    Yanhua Li
    ,
    Jieping Ye
    , Philip S. Yu,
    Ouri Wolfson
  91. The 3rd Workshop on AI Agent for Information Retrieval: Generating and Ranking
    WWW 2025 ·
    Qingsong Wen
    ,
    Yongfeng Zhang
    ,
    Zhiwei Liu
    ,
    Julian J. McAuley
    ,
    Hua Wei
    ,
    Linsey Pang
    ,
    Wei Liu
    , Philip S. Yu
  92. The 4th Workshop on AI Agent for Information Retrieval: Generating and Ranking
    SIGKDD 2025 ·
    Qingsong Wen
    ,
    Yongfeng Zhang
    ,
    Zhiwei Liu
    ,
    Julian J. McAuley
    ,
    Hua Wei
    ,
    Linsey Pang
    ,
    Wei Liu
    , Philip S. Yu
  93. Topology-Aware Conformal Prediction for Stream Networks
    NeurIPS 2025 ·
    Jifan Zhang
    ,
    Fangxin Wang
    ,
    Zihe Song
    , Philip S. Yu,
    Kaize Ding
    ,
    Shixiang Zhu
  94. Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space
    AAAI 2025 ·
    Xiaoyan Yu
    ,
    Yifan Wei
    ,
    Shuaishuai Zhou
    ,
    Zhiwei Yang
    ,
    Li Sun
    ,
    Hao Peng
    ,
    Liehuang Zhu
    , Philip S. Yu
  95. Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation
    IJCAI 2025 ·
    Li Sun
    ,
    Suyang Zhou
    ,
    Bowen Fang
    ,
    Hechuan Zhang
    ,
    Junda Ye
    ,
    Yutong Ye
    , Philip S. Yu
  96. Training Large Recommendation Models via Graph-Language Tokens Alignment
    WWW 2025 ·
    Mingdai Yang
    ,
    Zhiwei Liu
    ,
    Liangwei Yang
    ,
    Xiaolong Liu
    ,
    Chen Wang
    ,
    Hao Peng
    , Philip S. Yu
  97. WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents
    NAACL 2025 ·
    Leyi Pan
    ,
    Aiwei Liu
    ,
    Yijian Lu
    ,
    Zitian Gao
    ,
    Yichen Di
    ,
    Lijie Wen
    ,
    Irwin King
    , Philip S. Yu
  98. 3rd International Workshop on Industrial Recommendation Systems (IRS)
    CIKM 2024 ·
    Luyi Ma
    ,
    Xiaohan Li
    ,
    Kamilia Ahmadi
    ,
    Jianpeng Xu
    , Philip S. Yu,
    George Karypis
  99. AI Agent for Information Retrieval: Generating and Ranking
    CIKM 2024 ·
    Yongfeng Zhang
    ,
    Zhiwei Liu
    ,
    Qingsong Wen
    ,
    Linsey Pang
    ,
    Wei Liu
    , Philip S. Yu
  100. Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering
    AAAI 2024 ·
    Jingyu Pu
    ,
    Chenhang Cui
    ,
    Xinyue Chen
    ,
    Yazhou Ren
    ,
    Xiaorong Pu
    ,
    Zhifeng Hao
    , Philip S. Yu,
    Lifang He
  101. An Unforgeable Publicly Verifiable Watermark for Large Language Models
    ICLR 2024 ·
    Aiwei Liu
    ,
    Leyi Pan
    ,
    Xuming Hu
    ,
    Shuang Li
    ,
    Lijie Wen
    ,
    Irwin King
    , Philip S. Yu
  102. BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization
    SIGKDD 2024 ·
    Zhongyi Pei
    ,
    Zhiyao Cen
    ,
    Yipeng Huang
    ,
    Chen Wang
    ,
    Lin Liu
    , Philip S. Yu,
    Mingsheng Long
    ,
    Jianmin Wang
  103. Collaborative Alignment for Recommendation
    CIKM 2024 ·
    Chen Wang
    ,
    Liangwei Yang
    ,
    Zhiwei Liu
    ,
    Xiaolong Liu
    ,
    Mingdai Yang
    ,
    Yueqing Liang
    , Philip S. Yu
  104. DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism
    CIKM 2024 ·
    Xiaoyan Yu
    ,
    Yifan Wei
    ,
    Pu Li
    ,
    Shuaishuai Zhou
    ,
    Hao Peng
    ,
    Li Sun
    ,
    Liehuang Zhu
    , Philip S. Yu
  105. DA³: A Distribution-Aware Adversarial Attack against Language Models
    EMNLP 2024 ·
    Yibo Wang
    ,
    Xiangjue Dong
    ,
    James Caverlee
    , Philip S. Yu
  106. DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
    NAACL 2024 ·
    Wenting Zhao
    ,
    Ye Liu
    ,
    Tong Niu
    ,
    Yao Wan
    , Philip S. Yu,
    Shafiq Joty
    ,
    Yingbo Zhou
    ,
    Semih Yavuz
  107. Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation
    CIKM 2024 ·
    Weizhi Zhang
    ,
    Liangwei Yang
    ,
    Zihe Song
    ,
    Henry Peng Zou
    ,
    Ke Xu
    ,
    Liancheng Fang
    , Philip S. Yu
  108. Dual-Channel Learning Framework for Drug-Drug Interaction Prediction via Relation-Aware Heterogeneous Graph Transformer
    AAAI 2024 ·
    Xiaorui Su
    ,
    Pengwei Hu
    ,
    Zhu-Hong You
    , Philip S. Yu,
    Lun Hu
  109. Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
    ACL 2024 ·
    Xuming Hu
    ,
    Xiaochuan Li
    ,
    Junzhe Chen
    ,
    Yinghui Li
    ,
    Yangning Li
    ,
    Xiaoguang Li
    ,
    Yasheng Wang
    ,
    Qun Liu
    ,
    Lijie Wen
    , Philip S. Yu,
    Zhijiang Guo
  110. From Creation to Clarification: ChatGPT's Journey Through the Fake News Quagmire
    WWW 2024 ·
    Yue Huang
    ,
    Kai Shu
    , Philip S. Yu,
    Lichao Sun
  111. GC-Bench: An Open and Unified Benchmark for Graph Condensation
    NeurIPS 2024 ·
    Qingyun Sun
    ,
    Ziying Chen
    ,
    Beining Yang
    ,
    Cheng Ji
    ,
    Xingcheng Fu
    ,
    Sheng Zhou
    ,
    Hao Peng
    ,
    Jianxin Li
    , Philip S. Yu
  112. Graph Neural Networks for Brain Graph Learning: A Survey
    IJCAI 2024 ·
    Xuexiong Luo
    ,
    Jia Wu
    ,
    Jian Yang
    ,
    Shan Xue
    ,
    Amin Beheshti
    ,
    Quan Z. Sheng
    ,
    David McAlpine
    ,
    Paul F. Sowman
    ,
    Alexis Giral
    , Philip S. Yu
  113. Heterogeneous Knowledge Grounding for Medical Question Answering with Retrieval Augmented Large Language Model
    WWW 2024 ·
    Wenting Zhao
    ,
    Zhongfen Deng
    ,
    Shweta Yadav
    , Philip S. Yu
  114. Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection
    AAAI 2024 ·
    Yuwei Cao
    ,
    Hao Peng
    ,
    Zhengtao Yu
    , Philip S. Yu
  115. ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
    ACL 2024 ·
    Henry Peng Zou
    ,
    Vinay Samuel
    ,
    Yue Zhou
    ,
    Weizhi Zhang
    ,
    Liancheng Fang
    ,
    Zihe Song
    , Philip S. Yu,
    Cornelia Caragea
  116. InfoMLP: Unlocking the Potential of MLPs for Semi-Supervised Learning with Structured Data
    CIKM 2024 ·
    Hengrui Zhang
    ,
    Qitian Wu
    ,
    Chenxiao Yang
    , Philip S. Yu
  117. Instruction-based Hypergraph Pretraining
    SIGIR 2024 ·
    Mingdai Yang
    ,
    Zhiwei Liu
    ,
    Liangwei Yang
    ,
    Xiaolong Liu
    ,
    Chen Wang
    ,
    Hao Peng
    , Philip S. Yu
  118. Knowledge Graph Context-Enhanced Diversified Recommendation
    WSDM 2024 ·
    Xiaolong Liu
    ,
    Liangwei Yang
    ,
    Zhiwei Liu
    ,
    Mingdai Yang
    ,
    Chen Wang
    ,
    Hao Peng
    , Philip S. Yu
  119. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
    EMNLP 2024 ·
    Jiangshu Du
    ,
    Yibo Wang
    ,
    Wenting Zhao
    ,
    Zhongfen Deng
    ,
    Shuaiqi Liu
    ,
    Renze Lou
    ,
    Henry Peng Zou
    ,
    Pranav Narayanan Venkit
    ,
    Nan Zhang
    ,
    Mukund Srinath
    ,
    Haoran Zhang
    ,
    Vipul Gupta
    ,
    Yinghui Li
    ,
    Tao Li
    ,
    Fei Wang
    ,
    Qin Liu
    ,
    Tianlin Liu
    ,
    Pengzhi Gao
    ,
    Congying Xia
    ,
    Chen Xing
    ,
    Cheng Jiayang
    ,
    Zhaowei Wang
    ,
    Ying Su
    ,
    Raj Sanjay Shah
    ,
    Ruohao Guo
    ,
    Jing Gu
    ,
    Haoran Li
    ,
    Kangda Wei
    ,
    Zihao Wang
    ,
    Lu Cheng
    ,
    Surangika Ranathunga
    ,
    Meng Fang
    ,
    Jie Fu
    ,
    Fei Liu
    ,
    Ruihong Huang
    ,
    Eduardo Blanco
    ,
    Yixin Cao
    ,
    Rui Zhang
    , Philip S. Yu,
    Wenpeng Yin
  120. LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
    ICML 2024 ·
    Li Sun
    ,
    Zhenhao Huang
    ,
    Hao Peng
    ,
    Yujie Wang
    ,
    Chunyang Liu
    , Philip S. Yu
  121. Lecture-style Tutorial: Towards Graph Foundation Models
    WWW 2024 ·
    Chuan Shi
    ,
    Cheng Yang
    ,
    Yuan Fang
    ,
    Lichao Sun
    , Philip S. Yu
  122. MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting
    CIKM 2024 ·
    Zehao Gu
    ,
    Shiyang Zhou
    ,
    Yun Xiong
    ,
    Yang Luo
    ,
    Hongrun Ren
    ,
    Qiang Wang
    ,
    Xiaofeng Gao
    , Philip S. Yu
  123. MarkLLM: An Open-Source Toolkit for LLM Watermarking
    EMNLP 2024 ·
    Leyi Pan
    ,
    Aiwei Liu
    ,
    Zhiwei He
    ,
    Zitian Gao
    ,
    Xuandong Zhao
    ,
    Yijian Lu
    ,
    Binglin Zhou
    ,
    Shuliang Liu
    ,
    Xuming Hu
    ,
    Lijie Wen
    ,
    Irwin King
    , Philip S. Yu
  124. Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning
    AAAI 2024 ·
    Li Sun
    ,
    Zhenhao Huang
    ,
    Zixi Wang
    ,
    Feiyang Wang
    ,
    Hao Peng
    , Philip S. Yu
  125. Multi-Relational Structural Entropy
    UAI 2024 ·
    Yuwei Cao
    ,
    Hao Peng
    ,
    Angsheng Li
    ,
    Chenyu You
    ,
    Zhifeng Hao
    , Philip S. Yu
  126. Open Metaverse: Issues, Evolution, and Future
    WWW 2024 ·
    Zefeng Chen
    ,
    Wensheng Gan
    ,
    Jiayi Sun
    ,
    Jiayang Wu
    , Philip S. Yu
  127. PeFAD: A Parameter-Efficient Federated Framework for Time Series Anomaly Detection
    SIGKDD 2024 ·
    Ronghui Xu
    ,
    Hao Miao
    ,
    Senzhang Wang
    , Philip S. Yu,
    Jianxin Wang
  128. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    , Philip S. Yu,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  129. Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation
    SIGKDD 2024 ·
    Chen Wang
    ,
    Ziwei Fan
    ,
    Liangwei Yang
    ,
    Mingdai Yang
    ,
    Xiaolong Liu
    ,
    Zhiwei Liu
    , Philip S. Yu
  130. Prompt Based Tri-Channel Graph Convolution Neural Network for Aspect Sentiment Triplet Extraction
    SDM 2024 ·
    Kun Peng
    ,
    Lei Jiang
    ,
    Hao Peng
    ,
    Rui Liu
    ,
    Zhengtao Yu
    ,
    Jiaqian Ren
    ,
    Zhifeng Hao
    , Philip S. Yu
  131. RDGCN: Reinforced Dependency Graph Convolutional Network for Aspect-based Sentiment Analysis
    WSDM 2024 ·
    Xusheng Zhao
    ,
    Hao Peng
    ,
    Qiong Dai
    ,
    Xu Bai
    ,
    Huailiang Peng
    ,
    Yanbing Liu
    ,
    Qinglang Guo
    , Philip S. Yu
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