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Enhong Chen

  1. Neural Architecture Optimization
    2018/08/22 by Renqian Luo, Luo, Renqian, Fei Tian +8 · 2 voices · 39 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Neural Networks and Applications #cs.LG #stat.ML
  2. Understanding the planning of LLM agents: A survey
    2024/02/05 by Xu Huang, Weiwen Liu, Huang, Xu +15 · 1 voice · 125 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.LG
  3. A Survey on Large Language Models for Recommendation
    2023/05/31 by Likang Wu, Wu, Likang, Zhi Zheng +21 · 1 voice · 110 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling #cs.AI #cs.IR
  4. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    2024/05/31 by Chaoyou Fu, Yuhan Dai, Fu, Chaoyou +35 · 344 citations
    Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  5. Large Language Models for Generative Information Extraction: A Survey
    2023/12/29 by Derong Xu, Wei Chen, Xu, Derong +17 · 2 voices · 43 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  6. ToolACE: Winning the Points of LLM Function Calling
    2024/09/02 by Weiwen Liu, Xu Huang, Liu, Weiwen +51 · 51 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  7. Neural Cognitive Diagnosis for Intelligent Education Systems
    2019/08/23 by Fei Wang, Wang, Fei, Qi Liu +13 · 11 citations
    Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Online Learning and Analytics #Topic Modeling
  8. NoteLLM-2: Multimodal Large Representation Models for Recommendation
    2024/05/27 by Chao Zhang, Zhang, Chao, Haoxin Zhang +14 · 22 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  9. Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation
    2022/04/08 by Lin Chen, Chen, Lin, Huaian Chen +11 · 10 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  10. Style Transfer as Unsupervised Machine Translation
    2018/08/23 by Zhirui Zhang, Shuo Ren, Zhang, Zhirui +13 · 12 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  11. EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction
    2019/06/07 by Qi Liu, Liu, Qi, Zhenya Huang +11 · 6 citations
    Computer Science · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
  12. EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction
    2019/06/25 by Qi Liu, Zhenya Huang, Yu Yin +4 · 6 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Software System Performance and Reliability
  13. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    2024/12/24 by Xu, Derong, Li, Xinhang, Ziheng Zhang +15 · 13 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  14. Entropy Law: The Story Behind Data Compression and LLM Performance
    2024/07/09 by Mingjia Yin, Yin, Mingjia, Chuhan Wu +17 · 10 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Machine Learning (cs.LG)
  15. CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
    2024/01/30 by Yuanjie Lyu, Zhiyu Li, Lyu, Yuanjie +17 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Model Inversion Attacks against Graph Neural Networks
    2022/09/16 by Zaixi Zhang, Zhang, Zaixi, Qi Liu +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  17. END4Rec: Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation
    2024/03/26 by Yongqiang Han, Hao Wang, Han, Yongqiang +15 · 6 citations
    Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing
  18. HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation
    2021/09/27 by Hao Wang, Defu Lian, Hanghang Tong +3 · 3 citations
  19. Reinforcement Routing on Proximity Graph for Efficient Recommendation
    2022/01/23 by Feng Chao, Feng, Chao, Defu Lian +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  20. Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation
    2024/06/05 by Tingjia Shen, Shen, Tingjia, Hao Wang +13 · 6 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Expert finding and Q&A systems
  21. Semi-Supervised Neural Architecture Search
    2020/02/24 by Renqian Luo, Xu Tan, Luo, Renqian +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
    2025/01/21 by Yuanjie Lyu, Zhiyu Li, Simin Niu +7 · 8 citations
  23. ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models
    2024/09/21 by Yuqing Huang, Huang, Yuqing, Rihong Zhang +31 · 6 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  24. DynLLM: When Large Language Models Meet Dynamic Graph Recommendation
    2024/05/13 by Ziwei Zhao, Zhao, Ziwei, Fake Lin +15 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  25. Sampling-Decomposable Generative Adversarial Recommender
    2020/11/02 by Binbin Jin, Jin, Binbin, Defu Lian +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
  26. A Survey on Knowledge-Oriented Retrieval-Augmented Generation
    2025/03/11 by Mingyue Cheng, Yucong Luo, Cheng, Mingyue +21 · 9 citations
    #cs.CL #cs.AI
  27. In-Context Former: Lightning-fast Compressing Context for Large Language Model
    2024/06/19 by Xiangfeng Wang, Wang, Xiangfeng, Zaiyi Chen +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  28. Geometric Deep Learning for Structure-Based Drug Design: A Survey
    2023/06/20 by Zaixi Zhang, Jiaxian Yan, Zhang, Zaixi +8 · 1 voice · 2 citations
    Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Microbial Natural Products and Biosynthesis #Protein Structure and Dynamics
  29. Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction
    2020/12/13 by Peiyan Zhang, Zhang, Kai, Hao Qian +13 · 2 citations
    Computer Science · Social Sciences · #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis #Image and Video Quality Assessment
  30. FuXi-α: Scaling Recommendation Model with Feature Interaction Enhanced Transformer
    2025/02/05 by Yufei Ye, Wei-Feng Guo, Ye, Yufei +19 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  31. TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework
    2025/11/07 by Chao Zhang, Zhang, Chao, Yuhao Wang +21 · 1 voice · 2 citations
    #cs.IR #cs.AI
  32. WESE: Weak Exploration to Strong Exploitation for LLM Agents
    2024/04/11 by Xu Huang, Weiwen Liu, Huang, Xu +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  33. RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery
    2025/03/02 by Hongchao Gu, Gu, Hongchao, Dexun Li +15 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  34. Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
    2024/03/04 by Derong Xu, Xu, Derong, Ziheng Zhang +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  35. HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
    2025/05/05 by Runquan Gui, Zhihai Wang, Gui, Runquan +17 · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  36. Drug Package Recommendation via Interaction-aware Graph Induction
    2021/02/06 by Zhi Zheng, Zheng, Zhi, Chao Wang +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Recommender Systems and Techniques
  37. Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation
    2024/06/21 by Yuanjie Lyu, Lyu, Yuanjie, Zihan Niu +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  38. Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment
    2025/02/17 by Yuze Zhao, Zhao, Yuze, Tingting Ji +15 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Legal Issues in Education #Machine Learning (cs.LG) #Software Engineering Research
  39. Foundations and Frontiers of Graph Learning Theory
    2024/07/03 by Yu Huang, Huang, Yu, Min Zhou +17 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness
    2024/03/12 by Mingyue Cheng, Hao Zhang, Cheng, Mingyue +15 · 2 citations
    Computer Science · Psychology · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Team Dynamics and Performance
  41. What Makes In-context Learning Effective for Mathematical Reasoning: A Theoretical Analysis
    2024/12/11 by Jiayu Liu, Liu, Jiayu, Zhenya Huang +9 · 4 citations
    Mathematics · Social Sciences · #Mathematics Education and Pedagogy #Mathematics Education and Teaching Techniques #Cognitive and developmental aspects of mathematical skills
  42. A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions
    2024/07/07 by Fei Wang, Wang, Fei, Weibo Gao +19 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #FOS: Computer and information sciences
  43. VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction
    2021/12/08 by Dan Li, Li, Dan, Yang Yang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  44. Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation
    2025/02/19 by Hao Wang, Wang, Hao, Wei Guo +17 · 5 citations
    Computer Science · Medicine · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Radiomics and Machine Learning in Medical Imaging #Recommender Systems and Techniques #Topic Modeling
  45. Agent Behavior Prediction and Its Generalization Analysis
    2014/04/19 by Fei Tian, Tian, Fei, Haifang Li +9 · 1 citation
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Mobile Crowdsensing and Crowdsourcing #Optimization and Search Problems
  46. Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection
    2024/07/12 by Ye Liu, Jiajun Zhu, Liu, Ye +12 · 2 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Spam and Phishing Detection #Advanced Malware Detection Techniques
  47. Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models
    2024/07/25 by Haoyu Tang, Tang, Haoyu, Ye Liu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  48. Optimizing Sequential Recommendation Models with Scaling Laws and Approximate Entropy
    2024/11/30 by Tingjia Shen, Hao Wang, Shen, Tingjia +16 · 4 citations
    Computer Science · Decision Sciences · #68P20 #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #H.3.4 #I.2.6 #Information Retrieval (cs.IR)
  49. Revisiting the Solution of Meta KDD Cup 2024: CRAG
    2024/09/09 by Jie Ouyang, Yucong Luo, Ouyang, Jie +11 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mathematics, Computing, and Information Processing
  50. Benchmarking Multimodal LLMs on Recognition and Understanding over Chemical Tables
    2025/06/13 by Yitong Zhou, Mingyue Cheng, Zhou, Yitong +17 · 5 citations
    Decision Sciences · Computer Science · Biochemistry, Genetics and Molecular Biology · #Data Quality and Management #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
  51. From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents
    2025/05/26 by Derong Xu, Xu, Derong, Yi Wen +17 · 5 citations
    Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  52. Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training
    2023/01/18 by Yuting Ning, Zhenya Huang, Ning, Yuting +11 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
  53. ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning
    2025/03/13 by Pengfei Luo, Luo, Pengfei, Jingbo Zhou +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  54. Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
    2024/05/10 by Tong Xiao, Xiao, Tong, Jiayu Liu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  55. Federated User Modeling from Hierarchical Information
    2023/04/03 by Qi Liu, Jinze Wu, Zhenya Huang +6 · 1 citation
  56. Improving Time Series Forecasting via Instance-aware Post-hoc Revision
    2025/05/29 by Zhiding Liu, Liu, Zhiding, Cheng, Mingyue +8 · 2 citations
    Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  57. Bind-Your-Avatar: Multi-Talking-Character Video Generation with Dynamic 3D-mask-based Embedding Router
    2025/06/24 by Huang, Yubo, Weiqiang Wang, Sirui Zhao +8 · 3 citations
    Engineering · Computer Science · #Human Motion and Animation #Video Analysis and Summarization #Artificial Intelligence in Games
  58. Deep Thinking by Markov Chain of Continuous Thoughts
    2025/09/29 by Jiayu Liu, Liu, Jiayu, Zhenya Huang +12 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  59. Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
    2024/03/10 by Liyang He, He, Liyang, Zhenya Huang +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  60. Nested Hash Layer: A Plug-and-play Module for Multiple-length Hash Code Learning
    2024/12/12 by Liyang He, He, Liyang, Zhang, Yuren +8 · 1 citation
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Manufacturing Process and Optimization
  61. A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects
    2025/06/24 by Shulan Ruan, Rongwei Wang, Ruan, Shulan +19 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimedia (cs.MM) #Robotics and Automated Systems
  62. Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
    2025/05/22 by Derong Xu, Xu, Derong, Pengyue Jia +20 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  63. Chinese Spelling Correction: A Comprehensive Survey of Progress, Challenges, and Opportunities
    2025/02/17 by Changchun Liu, Liu, Changchun, Kai Zhang +8 · 1 citation
    Engineering · Arts and Humanities · Computer Science · #Power Systems and Technologies #Subtitles and Audiovisual Media #Natural Language Processing Techniques
  64. MathCoPilot: An Interactive System for Human-AI Symbiotic Paradigm of Mathematical Research
    2026/07/16 by Junjie Zhang, Jiayu Liu, Wenbin Liu +11
    #cs.AI