PPaperPicks

Enhong Chen

University of Science and Technology of China, School of Computer Science and Technology, Anhui Province Key Laboratory of Big Data Analysis and Application, Hefei, China

105 papers at tracked venues · 75 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4835-4102 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×15ACL ×14NeurIPS ×11EMNLP ×10CIKM ×8SIGKDD ×8AAAI ×7ICML ×7ACM MM ×4SIGIR ×4WSDM ×4ICDM ×3CVPR ×2ICLR ×2IJCAI ×2EACL ×1ICDE ×1RecSys ×1SDM ×1

Frequent coauthors

Qi Liu
×28
Tong Xu
×28
Defu Lian
×25
Hao Wang
×23
Zhenya Huang
×21
Yong Liu
×14
Kai Zhang
×13
Wei Guo
×12
Mingyue Cheng
×10
Shijin Wang
×9
Zhi Zheng
×8
Yao Hu
×7

Papers

  1. Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting
    WSDM 2026 ·
    Mingyue Cheng
    ,
    Jiahao Wang
    ,
    Daoyu Wang
    ,
    Xiaoyu Tao
    ,
    Qi Liu
    , Enhong Chen
  2. Generative Data Transformation: From Mixed to Unified Data
    WWW 2026 ·
    Jiaqing Zhang
    ,
    Mingjia Yin
    ,
    Hao Wang
    ,
    Yuxin Tian
    ,
    Yuyang Ye
    ,
    Yawen Li
    ,
    Wei Guo
    ,
    Yong Liu
    , Enhong Chen
  3. Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
    ACL 2026 ·
    Derong Xu
    ,
    Shuochen Liu
    ,
    Pengfei Luo
    ,
    Pengyue Jia
    ,
    Yingyi Zhang
    ,
    Yi Wen
    ,
    Yimin Deng
    ,
    Wenlin Zhang
    , Enhong Chen,
    Xiangyu Zhao
    ,
    Tong Xu
  4. Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability Calibration
    ACL 2026 ·
    Hang Lv
    ,
    Hongchao Gu
    ,
    Ruiqing Yang
    ,
    Liangyue Li
    ,
    Zulong Chen
    ,
    Defu Lian
    ,
    Hao Wang
    , Enhong Chen
  5. LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring
    ACL 2026 ·
    Ning Li
    ,
    Zheng Zhang
    ,
    Zhenya Huang
    ,
    Rui Li
    ,
    Yi Zhan
    ,
    Yinbo Luo
    ,
    Qi Liu
    , Enhong Chen
  6. Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning
    AAAI 2026 ·
    Shuochen Liu
    ,
    Pengfei Luo
    ,
    Chao Zhang
    ,
    Yuhao Chen
    ,
    Haotian Zhang
    ,
    Qi Liu
    ,
    Xin Kou
    ,
    Tong Xu
    , Enhong Chen
  7. Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
    ACL 2026 ·
    Fengxian Dong
    ,
    Zhi Zheng
    ,
    Xiao Han
    ,
    Wei Chen
    ,
    Jingqing Ruan
    ,
    Tong Xu
    ,
    Yong Chen
    , Enhong Chen
  8. SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility
    ACL 2026 ·
    Xuyang Zhi
    ,
    Peilun Zhou
    ,
    Chengqiang Lu
    ,
    Hang Lv
    ,
    Yiwei Liang
    ,
    Rongyang Zhang
    ,
    Yan Gao
    ,
    Yi Wu
    ,
    Yao Hu
    ,
    Hongchao Gu
    ,
    Defu Lian
    ,
    Hao Wang
    , Enhong Chen
  9. Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent
    SIGKDD 2026 ·
    Haocheng Yu
    ,
    Yaxiong Wu
    ,
    Hao Wang
    ,
    Wei Guo
    ,
    Yong Liu
    ,
    Yawen Li
    ,
    Yuyang Ye
    ,
    Junping Du
    , Enhong Chen
  10. TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
    WSDM 2026 ·
    Mingyue Cheng
    ,
    Xiaoyu Tao
    ,
    Zhiding Liu
    ,
    Qi Liu
    ,
    Hao Zhang
    ,
    Rujiao Zhang
    , Enhong Chen
  11. To Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability Discrimination
    EACL 2026 ·
    Jing Ke
    ,
    Zheyong Xie
    ,
    Shaosheng Cao
    ,
    Tong Xu
    , Enhong Chen
  12. Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
    WWW 2026 ·
    Zhiding Liu
    ,
    Ben Chen
    ,
    Mingyue Cheng
    , Enhong Chen,
    Li Li
    ,
    Chenyi Lei
    ,
    Wenwu Ou
    ,
    Han Li
    ,
    Kun Gai
  13. Uncertainty-Aware Planning for Disambiguating User Intent in Interactive LLM Agents: Application to Baidu Maps
    SIGKDD 2026 ·
    Deqiang Huang
    ,
    Xinjiang Lu
    ,
    Jingbo Zhou
    ,
    Nijia Lu
    ,
    Fuxin Li
    ,
    Bo Hong
    ,
    Chuanming Zhang
    ,
    Tong Xu
    , Enhong Chen
  14. Understanding DNNs in Feature Interaction Models: A Dimensional Collapse Perspective
    SIGIR 2026 ·
    Jiancheng Wang
    ,
    Mingjia Yin
    ,
    Hao Wang
    , Enhong Chen
  15. VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit
    ACL 2026 ·
    Junda Lin
    ,
    Zhaomeng Zhou
    ,
    Zhi Zheng
    ,
    Shuochen Liu
    ,
    Tong Xu
    ,
    Yong Chen
    , Enhong Chen
  16. Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
    NeurIPS 2025 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Ziqi Liu
    ,
    Feng Ju
    ,
    Yiming Li
    ,
    Xing Li
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Defu Lian
    , Enhong Chen,
    Feng Wu
  17. Breaking the Bottleneck: User-Specific Optimization and Real-Time Inference Integration for Sequential Recommendation
    SIGKDD 2025 ·
    Wenjia Xie
    ,
    Hao Wang
    ,
    Minghao Fang
    ,
    Ruize Yu
    ,
    Wei Guo
    ,
    Yong Liu
    ,
    Defu Lian
    , Enhong Chen
  18. CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
    ICML 2025 ·
    Jiayu Liu
    ,
    Zhenya Huang
    ,
    Wei Dai
    ,
    Cheng Cheng
    ,
    Jinze Wu
    ,
    Jing Sha
    ,
    Song Li
    ,
    Qi Liu
    ,
    Shijin Wang
    , Enhong Chen
  19. DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR Prediction
    SIGIR 2025 ·
    Kefan Wang
    ,
    Hao Wang
    ,
    Wei Guo
    ,
    Yong Liu
    ,
    Jianghao Lin
    ,
    Defu Lian
    , Enhong Chen
  20. DepFormer: A Unified Framework with Bimodal Collaborative Transformer for Depression Detection
    ACM MM 2025 ·
    Fangyuan Liu
    ,
    Sirui Zhao
    ,
    Kang Yin
    ,
    Tong Xu
    , Enhong Chen
  21. Detect, Investigate, Judge and Determine: A Knowledge-Guided Framework for Few-Shot Fake News Detection
    ICDM 2025 ·
    Ye Liu
    ,
    Jiajun Zhu
    ,
    Xukai Liu
    ,
    Haoyu Tang
    ,
    Yanghai Zhang
    ,
    Kai Zhang
    ,
    Xiaofang Zhou
    , Enhong Chen
  22. ECG-Doctor: An Interpretable Multimodal ECG Diagnosis Framework Based on Large Language Models
    CIKM 2025 ·
    Dongsheng Tian
    ,
    Junzhe Jiang
    ,
    Kai Zhang
    ,
    Changchun Liu
    ,
    Yu Yuan
    ,
    Min Gao
    , Enhong Chen
  23. Explore What LLM Does Not Know in Complex Question Answering
    AAAI 2025 ·
    Xin Lin
    ,
    Zhenya Huang
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
    , Enhong Chen
  24. Fine-Grained Zero-Shot Composed Image Retrieval with Complementary Visual-Semantic Integration
    ICDM 2025 ·
    Yongcong Ye
    ,
    Kai Zhang
    ,
    Yanghai Zhang
    , Enhong Chen,
    Longfei Li
    ,
    Jun Zhou
  25. From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models
    ICML 2025 ·
    Mingjia Yin
    ,
    Junwei Pan
    ,
    Hao Wang
    ,
    Ximei Wang
    ,
    Shangyu Zhang
    ,
    Jie Jiang
    ,
    Defu Lian
    , Enhong Chen
  26. FuXi-α: Scaling Recommendation Model with Feature Interaction Enhanced Transformer
    WWW 2025 ·
    Yufei Ye
    ,
    Wei Guo
    ,
    Jin Yao Chin
    ,
    Hao Wang
    ,
    Hong Zhu
    ,
    Xi Lin
    ,
    Yuyang Ye
    ,
    Yong Liu
    ,
    Ruiming Tang
    ,
    Defu Lian
    , Enhong Chen
  27. Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation
    WWW 2025 ·
    Hao Wang
    ,
    Wei Guo
    ,
    Luankang Zhang
    ,
    Jin Yao Chin
    ,
    Yufei Ye
    ,
    Huifeng Guo
    ,
    Yong Liu
    ,
    Defu Lian
    ,
    Ruiming Tang
    , Enhong Chen
  28. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    AAAI 2025 ·
    Derong Xu
    ,
    Xinhang Li
    ,
    Ziheng Zhang
    ,
    Zhenxi Lin
    ,
    Zhihong Zhu
    ,
    Zhi Zheng
    ,
    Xian Wu
    ,
    Xiangyu Zhao
    ,
    Tong Xu
    , Enhong Chen
  29. HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
    ICML 2025 ·
    Runquan Gui
    ,
    Zhihai Wang
    ,
    Jie Wang
    ,
    Chi Ma
    ,
    Huiling Zhen
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Defu Lian
    , Enhong Chen,
    Feng Wu
  30. ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning
    WWW 2025 ·
    Pengfei Luo
    ,
    Jingbo Zhou
    ,
    Tong Xu
    ,
    Yuan Xia
    ,
    Linli Xu
    , Enhong Chen
  31. Improving Time Series Forecasting via Instance-aware Post-hoc Revision
    NeurIPS 2025 ·
    Zhiding Liu
    ,
    Mingyue Cheng
    ,
    Guanhao Zhao
    ,
    Jiqian Yang
    ,
    Qi Liu
    , Enhong Chen
  32. Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration
    CVPR 2025 ·
    Yuxuan Gu
    ,
    Haoxuan Wang
    ,
    Pengyang Ling
    ,
    Zhixiang Wei
    ,
    Huaian Chen
    ,
    Yi Jin
    , Enhong Chen
  33. InstrucTime: Advancing Time Series Classification with Multimodal Language Modeling
    WSDM 2025 ·
    Mingyue Cheng
    ,
    Yiheng Chen
    ,
    Qi Liu
    ,
    Zhiding Liu
    ,
    Yucong Luo
    , Enhong Chen
  34. Intelligent Interaction Platform for Personalized Digital Tutor: Advancing Empathetic and Adaptive Learning Experiences
    WWW 2025 ·
    Kai Zhang
    ,
    Weiyin Gong
    ,
    Qi Liu
    ,
    Junyu Lu
    ,
    Meikai Bao
    ,
    Xukai Liu
    ,
    Linbo Zhu
    , Enhong Chen
  35. Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model
    SIGIR 2025 ·
    Luankang Zhang
    ,
    Kenan Song
    ,
    Yi Quan Lee
    ,
    Wei Guo
    ,
    Hao Wang
    ,
    Yawen Li
    ,
    Huifeng Guo
    ,
    Yong Liu
    ,
    Defu Lian
    , Enhong Chen
  36. Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models
    ICDM 2025 ·
    Haoyu Tang
    ,
    Ye Liu
    ,
    Xi Zhao
    ,
    Xukai Liu
    ,
    Yanghai Zhang
    ,
    Kai Zhang
    ,
    Xiaofang Zhou
    , Enhong Chen
  37. LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical Data
    NeurIPS 2025 ·
    Zehao Wang
    ,
    Lin F. Yang
    ,
    Jie Wang
    ,
    Kehan Wang
    ,
    Hanzhu Chen
    ,
    Bin Wang
    ,
    Jianye Hao
    ,
    Defu Lian
    ,
    Bin Li
    , Enhong Chen
  38. MIT: A Multi-Tower Information Transfer Framework Based on Hierarchical Task Relationship Modeling
    WWW 2025 ·
    Rui Zhou
    ,
    Hao Wang
    ,
    Wei Guo
    ,
    Qinglin Jia
    ,
    Wenjia Xie
    ,
    Xiang Xu
    ,
    Yong Liu
    ,
    Defu Lian
    , Enhong Chen
  39. MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality
    ACL 2025 ·
    Shuaike Li
    ,
    Kai Zhang
    ,
    Qi Liu
    , Enhong Chen
  40. Multi-Branch Self-Drafting for LLM Inference Acceleration
    AAAI 2025 ·
    Zipeng Gao
    ,
    Qingrong Xia
    ,
    Tong Xu
    ,
    Xinyu Duan
    ,
    Zhi Zheng
    ,
    Zhefeng Wang
    , Enhong Chen
  41. Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model
    AAAI 2025 ·
    Guanhao Zhao
    ,
    Zhenya Huang
    ,
    Cheng Cheng
    ,
    Yan Zhuang
    ,
    Qingyang Mao
    ,
    Xin Li
    ,
    Shijin Wang
    , Enhong Chen
  42. Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
    CIKM 2025 ·
    Shuo Yu
    ,
    Mingyue Cheng
    ,
    Qi Liu
    ,
    Daoyu Wang
    ,
    Jiqian Yang
    ,
    Jie Ouyang
    ,
    Yucong Luo
    ,
    Chenyi Lei
    , Enhong Chen
  43. Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction
    SIGKDD 2025 ·
    Xiang Xu
    ,
    Hao Wang
    ,
    Wei Guo
    ,
    Luankang Zhang
    ,
    Wanshan Yang
    ,
    Runlong Yu
    ,
    Yong Liu
    ,
    Defu Lian
    , Enhong Chen
  44. NoteLLM-2: Multimodal Large Representation Models for Recommendation
    SIGKDD 2025 ·
    Chao Zhang
    ,
    Haoxin Zhang
    ,
    Shiwei Wu
    ,
    Di Wu
    ,
    Tong Xu
    ,
    Xiangyu Zhao
    ,
    Yan Gao
    ,
    Yao Hu
    , Enhong Chen
  45. P-Law: Predicting Quantitative Scaling Law with Entropy Guidance in Large Recommendation Models
    NeurIPS 2025 ·
    Tingjia Shen
    ,
    Hao Wang
    ,
    Chuhan Wu
    ,
    Jin Yao Chin
    ,
    Wei Guo
    ,
    Yong Liu
    ,
    Huifeng Guo
    ,
    Defu Lian
    ,
    Ruiming Tang
    , Enhong Chen
  46. Position: AI Evaluation Should Learn from How We Test Humans
    ICML 2025 ·
    Yan Zhuang
    ,
    Qi Liu
    ,
    Zachary A. Pardos
    ,
    Patrick C. Kyllonen
    ,
    Jiyun Zu
    ,
    Zhenya Huang
    ,
    Shijin Wang
    , Enhong Chen
  47. RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
    NeurIPS 2025 ·
    Rongyang Zhang
    ,
    Yuqing Huang
    ,
    Chengqiang Lu
    ,
    Qimeng Wang
    ,
    Yan Gao
    ,
    Yi Wu
    ,
    Yao Hu
    ,
    Yin Xu
    ,
    Wei Wang
    ,
    Hao Wang
    , Enhong Chen
  48. RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery
    ACL 2025 ·
    Hongchao Gu
    ,
    Dexun Li
    ,
    Kuicai Dong
    ,
    Hao Zhang
    ,
    Hang Lv
    ,
    Hao Wang
    ,
    Defu Lian
    ,
    Yong Liu
    , Enhong Chen
  49. Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
    ACL 2025 ·
    Liyang He
    ,
    Chenglong Liu
    ,
    Rui Li
    ,
    Zhenya Huang
    ,
    Shulan Ruan
    ,
    Jun Zhou
    , Enhong Chen
  50. Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination
    EMNLP 2025 ·
    Zhongyi Ye
    ,
    Weitai Zhang
    ,
    Xinyuan Zhou
    ,
    Yongxin Zhu
    ,
    Ninghui Rao
    , Enhong Chen
  51. SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment
    EMNLP 2025 ·
    Yuqing Huang
    ,
    Rongyang Zhang
    ,
    Qimeng Wang
    ,
    Chengqiang Lu
    ,
    Yan Gao
    ,
    Yi Wu
    ,
    Yao Hu
    ,
    Xuyang Zhi
    ,
    Guiquan Liu
    ,
    Xin Li
    ,
    Hao Wang
    , Enhong Chen
  52. TD3: Tucker Decomposition Based Dataset Distillation Method for Sequential Recommendation
    WWW 2025 ·
    Jiaqing Zhang
    ,
    Mingjia Yin
    ,
    Hao Wang
    ,
    Yawen Li
    ,
    Yuyang Ye
    ,
    Xingyu Lou
    ,
    Junping Du
    , Enhong Chen
  53. Tag-augmented Dual-target Cross-domain Recommendation
    RecSys 2025 ·
    Mingfan Pan
    ,
    Qingyang Mao
    ,
    Xu An
    ,
    Jianhui Ma
    ,
    Gang Zhou
    ,
    Mingyue Cheng
    , Enhong Chen
  54. TestAgent: An Adaptive and Intelligent Expert for Human Assessment
    ACL 2025 ·
    Junhao Yu
    ,
    Yan Zhuang
    ,
    Yuxuan Sun
    ,
    Weibo Gao
    ,
    Qi Liu
    ,
    Mingyue Cheng
    ,
    Zhenya Huang
    , Enhong Chen
  55. ToolACE: Winning the Points of LLM Function Calling
    ICLR 2025 ·
    Weiwen Liu
    ,
    Xu Huang
    ,
    Xingshan Zeng
    ,
    Xinlong Hao
    ,
    Shuai Yu
    ,
    Dexun Li
    ,
    Shuai Wang
    ,
    Weinan Gan
    ,
    Zhengying Liu
    ,
    Yuanqing Yu
    ,
    Zezhong Wang
    ,
    Yuxian Wang
    ,
    Wu Ning
    ,
    Yutai Hou
    ,
    Bin Wang
    ,
    Chuhan Wu
    ,
    Xinzhi Wang
    ,
    Yong Liu
    ,
    Yasheng Wang
    ,
    Duyu Tang
    ,
    Dandan Tu
    ,
    Lifeng Shang
    ,
    Xin Jiang
    ,
    Ruiming Tang
    ,
    Defu Lian
    ,
    Qun Liu
    , Enhong Chen
  56. Understanding the Effect of Loss Functions on the Generalization of Recommendations
    SIGKDD 2025 ·
    Yuanhao Pu
    ,
    Defu Lian
    ,
    Xiaolong Chen
    ,
    Jin Chen
    ,
    Ze Liu
    , Enhong Chen
  57. Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment
    ICLR 2025 ·
    Yuze Zhao
    ,
    Tianyun Ji
    ,
    Wenjun Feng
    ,
    Zhenya Huang
    ,
    Qi Liu
    ,
    Zhiding Liu
    ,
    Yixiao Ma
    ,
    Kai Zhang
    , Enhong Chen
  58. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    CVPR 2025 ·
    Chaoyou Fu
    ,
    Yuhan Dai
    ,
    Yongdong Luo
    ,
    Lei Li
    ,
    Shuhuai Ren
    ,
    Renrui Zhang
    ,
    Zihan Wang
    ,
    Chenyu Zhou
    ,
    Yunhang Shen
    ,
    Mengdan Zhang
    ,
    Peixian Chen
    ,
    Yanwei Li
    ,
    Shaohui Lin
    ,
    Sirui Zhao
    ,
    Ke Li
    ,
    Tong Xu
    ,
    Xiawu Zheng
    , Enhong Chen,
    Caifeng Shan
    ,
    Ran He
    ,
    Xing Sun
  59. What Makes In-context Learning Effective for Mathematical Reasoning
    ICML 2025 ·
    Jiayu Liu
    ,
    Zhenya Huang
    ,
    Chaokun Wang
    ,
    Xunpeng Huang
    ,
    ChengXiang Zhai
    , Enhong Chen
  60. iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation
    ACL 2025 ·
    Zheyong Xie
    ,
    Shaosheng Cao
    ,
    Zuozhu Liu
    ,
    Zheyu Ye
    ,
    Zihan Niu
    ,
    Chonggang Lu
    ,
    Tong Xu
    , Enhong Chen,
    Zhe Xu
    ,
    Yao Hu
    ,
    Wei Lu
  61. A Knowledge-Injected Curriculum Pretraining Framework for Question Answering
    WWW 2024 ·
    Xin Lin
    ,
    Tianhuang Su
    ,
    Zhenya Huang
    ,
    Shangzi Xue
    ,
    Haifeng Liu
    , Enhong Chen
  62. A Multi-scale Feature Learning Network with Optical Flow Correction for Micro- and Macro-expression Spotting
    ACM MM 2024 ·
    Zhengye Zhang
    ,
    Sirui Zhao
    ,
    Xinglong Mao
    ,
    Shifeng Liu
    ,
    Hao Wang
    ,
    Tong Xu
    , Enhong Chen
  63. A Unified Adaptive Testing System Enabled by Hierarchical Structure Search
    ICML 2024 ·
    Junhao Yu
    ,
    Yan Zhuang
    ,
    Zhenya Huang
    ,
    Qi Liu
    ,
    Xin Li
    ,
    Rui Li
    , Enhong Chen
  64. ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs
    EMNLP 2024 ·
    Changchun Liu
    ,
    Kai Zhang
    ,
    Junzhe Jiang
    ,
    Zirui Liu
    ,
    Hanqing Tao
    ,
    Min Gao
    , Enhong Chen
  65. Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
    WWW 2024 ·
    Liyang He
    ,
    Zhenya Huang
    ,
    Jiayu Liu
    , Enhong Chen,
    Fei Wang
    ,
    Jing Sha
    ,
    Shijin Wang
  66. Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model
    NeurIPS 2024 ·
    Wenjia Xie
    ,
    Hao Wang
    ,
    Luankang Zhang
    ,
    Rui Zhou
    ,
    Defu Lian
    , Enhong Chen
  67. Bridging Gaps in Content and Knowledge for Multimodal Entity Linking
    ACM MM 2024 ·
    Pengfei Luo
    ,
    Tong Xu
    ,
    Che Liu
    ,
    Suojuan Zhang
    ,
    Linli Xu
    ,
    Minglei Li
    , Enhong Chen
  68. Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models
    CIKM 2024 ·
    Wenjia Xie
    ,
    Rui Zhou
    ,
    Hao Wang
    ,
    Tingjia Shen
    , Enhong Chen
  69. Dataset Regeneration for Sequential Recommendation
    SIGKDD 2024 ·
    Mingjia Yin
    ,
    Hao Wang
    ,
    Wei Guo
    ,
    Yong Liu
    ,
    Suojuan Zhang
    ,
    Sirui Zhao
    ,
    Defu Lian
    , Enhong Chen
  70. Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition
    EMNLP 2024 ·
    Wei Chen
    ,
    Lili Zhao
    ,
    Zhi Zheng
    ,
    Tong Xu
    ,
    Yang Wang
    , Enhong Chen
  71. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    CIKM 2024 ·
    Derong Xu
    ,
    Ziheng Zhang
    ,
    Zhihong Zhu
    ,
    Zhenxi Lin
    ,
    Qidong Liu
    ,
    Xian Wu
    ,
    Tong Xu
    ,
    Wanyu Wang
    ,
    Yuyang Ye
    ,
    Xiangyu Zhao
    , Enhong Chen,
    Yefeng Zheng
  72. Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation
    WWW 2024 ·
    Yongqiang Han
    ,
    Hao Wang
    ,
    Kefan Wang
    ,
    Likang Wu
    ,
    Zhi Li
    ,
    Wei Guo
    ,
    Yong Liu
    ,
    Defu Lian
    , Enhong Chen
  73. Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations
    AAAI 2024 ·
    Likang Wu
    ,
    Zhaopeng Qiu
    ,
    Zhi Zheng
    ,
    Hengshu Zhu
    , Enhong Chen
  74. FZR: Enhancing Knowledge Transfer via Shared Factors Composition in Zero-Shot Relational Learning
    CIKM 2024 ·
    Zhijun Dong
    ,
    Likang Wu
    ,
    Kai Zhang
    ,
    Ye Liu
    ,
    Yanghai Zhang
    ,
    Zhi Li
    ,
    Hongke Zhao
    , Enhong Chen
  75. Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users
    AAAI 2024 ·
    Hantao Yang
    ,
    Xutong Liu
    ,
    Zhiyong Wang
    ,
    Hong Xie
    ,
    John C. S. Lui
    ,
    Defu Lian
    , Enhong Chen
  76. GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas
    WSDM 2024 ·
    Zhe Yang
    ,
    Qi Liu
    ,
    Kai Zhang
    ,
    Shiwei Tong
    , Enhong Chen
  77. Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
    NeurIPS 2024 ·
    Jin Zhang
    ,
    Ze Liu
    ,
    Defu Lian
    , Enhong Chen
  78. Generative Input: Towards Next-Generation Input Methods Paradigm
    ACL 2024 ·
    Keyu Ding
    ,
    Yongcan Wang
    ,
    Zihang Xu
    ,
    Zhenzhen Jia
    , Enhong Chen
  79. Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding
    EMNLP 2024 ·
    Ziqi Wang
    ,
    Chen Zhu
    ,
    Zhi Zheng
    ,
    Xinhang Li
    ,
    Tong Xu
    ,
    Yongyi He
    ,
    Qi Liu
    ,
    Ying Yu
    , Enhong Chen
  80. Graph-based Student Knowledge Profile for Online Intelligent Education
    SDM 2024 ·
    Jinze Wu
    ,
    Haotian Zhang
    ,
    Zhenya Huang
    ,
    Liang Ding
    ,
    Qi Liu
    ,
    Jing Sha
    , Enhong Chen,
    Shijin Wang
  81. In-Context Former: Lightning-fast Compressing Context for Large Language Model
    EMNLP 2024 ·
    Xiangfeng Wang
    ,
    Zaiyi Chen
    ,
    Tong Xu
    ,
    Zheyong Xie
    ,
    Yongyi He
    , Enhong Chen
  82. Large Language Model based Long-tail Query Rewriting in Taobao Search
    WWW 2024 ·
    Wenjun Peng
    ,
    Guiyang Li
    ,
    Yue Jiang
    ,
    Zilong Wang
    ,
    Dan Ou
    ,
    Xiaoyi Zeng
    ,
    Derong Xu
    ,
    Tong Xu
    , Enhong Chen
  83. Learning from Highly Sparse Spatio-temporal Data
    NeurIPS 2024 ·
    Leyan Deng
    ,
    Chenwang Wu
    ,
    Defu Lian
    , Enhong Chen
  84. Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information
    CIKM 2024 ·
    Rujiao Zhang
    ,
    Hao Zhang
    ,
    Yucong Luo
    ,
    Zhiding Liu
    ,
    Mingyue Cheng
    ,
    Qi Liu
    , Enhong Chen
  85. Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
    IJCAI 2024 ·
    Tong Xiao
    ,
    Jiayu Liu
    ,
    Zhenya Huang
    ,
    Jinze Wu
    ,
    Jing Sha
    ,
    Shijin Wang
    , Enhong Chen
  86. Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation
    ICML 2024 ·
    Yuanhao Pu
    ,
    Xiaolong Chen
    ,
    Xu Huang
    ,
    Jin Chen
    ,
    Defu Lian
    , Enhong Chen
  87. Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization
    ACL 2024 ·
    Yanghai Zhang
    ,
    Ye Liu
    ,
    Shiwei Wu
    ,
    Kai Zhang
    ,
    Xukai Liu
    ,
    Qi Liu
    , Enhong Chen
  88. Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach
    CIKM 2024 ·
    Yuxiang Guo
    ,
    Shuanghong Shen
    ,
    Qi Liu
    ,
    Zhenya Huang
    ,
    Linbo Zhu
    ,
    Yu Su
    , Enhong Chen
  89. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
    EMNLP 2024 ·
    Derong Xu
    ,
    Ziheng Zhang
    ,
    Zhihong Zhu
    ,
    Zhenxi Lin
    ,
    Qidong Liu
    ,
    Xian Wu
    ,
    Tong Xu
    ,
    Xiangyu Zhao
    ,
    Yefeng Zheng
    , Enhong Chen
  90. NoteLLM: A Retrievable Large Language Model for Note Recommendation
    WWW 2024 ·
    Chao Zhang
    ,
    Shiwei Wu
    ,
    Haoxin Zhang
    ,
    Tong Xu
    ,
    Yan Gao
    ,
    Yao Hu
    , Enhong Chen
  91. One-bit Deep Hashing: Towards Resource-Efficient Hashing Model with Binary Neural Network
    ACM MM 2024 ·
    Liyang He
    ,
    Zhenya Huang
    ,
    Chenglong Liu
    ,
    Rui Li
    ,
    Runze Wu
    ,
    Qi Liu
    , Enhong Chen
  92. OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting
    EMNLP 2024 ·
    Xukai Liu
    ,
    Ye Liu
    ,
    Kai Zhang
    ,
    Kehang Wang
    ,
    Qi Liu
    , Enhong Chen
  93. Pre-training General User Representation with Multi-type APP Behaviors
    IJCAI 2024 ·
    Yuren Zhang
    ,
    Min Hou
    ,
    Kai Zhang
    ,
    Yuqing Yuan
    ,
    Chao Song
    ,
    Zhihao Ye
    , Enhong Chen,
    Yang Yu
  94. Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation
    EMNLP 2024 ·
    Yuanjie Lyu
    ,
    Zihan Niu
    ,
    Zheyong Xie
    ,
    Chao Zhang
    ,
    Tong Xu
    ,
    Yang Wang
    , Enhong Chen
  95. Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations
    ICDE 2024 ·
    Rui Zha
    ,
    Le Zhang
    ,
    Shuangli Li
    ,
    Jingbo Zhou
    ,
    Tong Xu
    ,
    Hui Xiong
    , Enhong Chen
  96. SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
    NeurIPS 2024 ·
    Jiayu Liu
    ,
    Zhenya Huang
    ,
    Tong Xiao
    ,
    Jing Sha
    ,
    Jinze Wu
    ,
    Qi Liu
    ,
    Shijin Wang
    , Enhong Chen
  97. Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation
    NeurIPS 2024 ·
    Zheng Zhang
    ,
    Wei Song
    ,
    Qi Liu
    ,
    Qingyang Mao
    ,
    Yiyan Wang
    ,
    Weibo Gao
    ,
    Zhenya Huang
    ,
    Shijin Wang
    , Enhong Chen
  98. Towards Explainable Computerized Adaptive Testing with Large Language Model
    EMNLP 2024 ·
    Cheng Cheng
    ,
    Guanhao Zhao
    ,
    Zhenya Huang
    ,
    Yan Zhuang
    ,
    Zhaoyuan Pan
    ,
    Qi Liu
    ,
    Xin Li
    , Enhong Chen
  99. Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
    WWW 2024 ·
    Mingyue Cheng
    ,
    Hao Zhang
    ,
    Jiqian Yang
    ,
    Qi Liu
    ,
    Li Li
    ,
    Xin Huang
    ,
    Liwei Song
    ,
    Zhi Li
    ,
    Zhenya Huang
    , Enhong Chen
  100. UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models
    CIKM 2024 ·
    Qi Liu
    ,
    Yongyi He
    ,
    Tong Xu
    ,
    Defu Lian
    ,
    Che Liu
    ,
    Zhi Zheng
    , Enhong Chen
  101. Unified Uncertainty Estimation for Cognitive Diagnosis Models
    WWW 2024 ·
    Fei Wang
    ,
    Qi Liu
    , Enhong Chen,
    Chuanren Liu
    ,
    Zhenya Huang
    ,
    Jinze Wu
    ,
    Shijin Wang
  102. Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification
    SIGIR 2024 ·
    Le Dai
    ,
    Yu Yin
    , Enhong Chen,
    Hui Xiong
  103. VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
    NeurIPS 2024 ·
    Shiwei Wu
    ,
    Joya Chen
    ,
    Kevin Qinghong Lin
    ,
    Qimeng Wang
    ,
    Yan Gao
    ,
    Qianli Xu
    ,
    Tong Xu
    ,
    Yao Hu
    , Enhong Chen,
    Mike Zheng Shou
  104. Visualization Recommendation with Prompt-based Reprogramming of Large Language Models
    ACL 2024 ·
    Xinhang Li
    ,
    Jingbo Zhou
    ,
    Wei Chen
    ,
    Derong Xu
    ,
    Tong Xu
    , Enhong Chen
  105. When Box Meets Graph Neural Network in Tag-aware Recommendation
    SIGKDD 2024 ·
    Fake Lin
    ,
    Ziwei Zhao
    ,
    Xi Zhu
    ,
    Da Zhang
    ,
    Shitian Shen
    ,
    Xueying Li
    ,
    Tong Xu
    ,
    Suojuan Zhang
    , Enhong Chen