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Yongfeng Zhang

  1. CLIP-Adapter: Better Vision-Language Models with Feature Adapters
    2021/10/09 by Peng Gao, Gao, Peng, Shijie Geng +13 · 125 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  2. Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)
    2022/03/24 by Shijie Geng, Shuchang Liu, Geng, Shijie +7 · 84 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  3. CLIP-Adapter: Better Vision-Language Models with Feature Adapters
    2023/09/15 by Peng Gao, Shijie Geng, Renrui Zhang +5 · 103 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  4. A-MEM: Agentic Memory for LLM Agents
    2025/02/17 by Wujiang Xu, Xu, Wujiang, Zujie Liang +9 · 3 voices · 124 citations
    Engineering · Computer Science · #cs.CL #cs.HC
  5. War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars
    2023/11/28 by Wenyue Hua, Hua, Wenyue, Lizhou Fan +13 · 1 voice · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CY
  6. Language is All a Graph Needs
    2023/08/14 by Ruosong Ye, Ye, Ruosong, Caiqi Zhang +7 · 31 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  7. OpenAGI: When LLM Meets Domain Experts
    2023/04/10 by Yingqiang Ge, Wenyue Hua, Ge, Yingqiang +11 · 23 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 #Topic Modeling
  8. IDGenRec: LLM-RecSys Alignment with Textual ID Learning
    2024/03/27 by Juntao Tan, Tan, Juntao, Shuyuan Xu +9 · 25 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques
  9. A Content-Driven Micro-Video Recommendation Dataset at Scale
    2023/09/27 by Yongxin Ni, Yu Cheng, Ni, Yongxin +13 · 21 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  10. The Impact of Reasoning Step Length on Large Language Models
    2024/01/10 by Mingyu Jin, Jin, Mingyu, Qinkai Yu +11 · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  11. GenRec: Large Language Model for Generative Recommendation
    2023/07/02 by Jianchao Ji, Ji, Jianchao, Zelong Li +11 · 16 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Machine Learning in Healthcare
  12. Large Language Models for Generative Recommendation: A Survey and Visionary Discussions
    2023/09/03 by Lei Li, Yongfeng Zhang, Li, Lei +5 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  13. AutoFlow: Automated Workflow Generation for Large Language Model Agents
    2024/07/01 by Zelong Li, Shuyuan Xu, Li, Zelong +15 · 22 citations
    Business, Management and Accounting · Decision Sciences · Computer Science · #Business Process Modeling and Analysis #Scientific Computing and Data Management #Semantic Web and Ontologies
  14. NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes
    2023/12/22 by Lizhou Fan, Wenyue Hua, Fan, Lizhou +7 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  15. Personalized Prompt Learning for Explainable Recommendation
    2022/02/15 by Lei Li, Yongfeng Zhang, Li, Lei +3 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  16. Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents
    2024/02/01 by Zelong Li, Li, Zelong, Wenyue Hua +7 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  17. A Survey on Trustworthy Recommender Systems
    2022/07/25 by Yingqiang Ge, Shuchang Liu, Ge, Yingqiang +15 · 7 citations
    Computer Science · #Recommender Systems and Techniques #Cloud Computing and Resource Management #Spam and Phishing Detection
  18. Visual Agents as Fast and Slow Thinkers
    2024/08/16 by Guangyan Sun, Sun, Guangyan, Mingyu Jin +16 · 12 citations
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  19. Personalized Prompt Learning for Explainable Recommendation
    2023/03/23 by Lei Li, Yongfeng Zhang, Li Chen · 7 citations
  20. VIP5: Towards Multimodal Foundation Models for Recommendation
    2023/05/23 by Shijie Geng, Geng, Shijie, Juntao Tan +7 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  21. Game-theoretic LLM: Agent Workflow for Negotiation Games
    2024/11/08 by Wenyue Hua, Hua, Wenyue, Ollie Liu +21 · 13 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  22. Fairness in Recommendation: Foundations, Methods and Applications
    2022/05/26 by Yunqi Li, Hanxiong Chen, Li, Yunqi +11 · 5 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
  23. A Survey on Trustworthy LLM Agents: Threats and Countermeasures
    2025/03/12 by Miao Yu, Fanci Meng, Yu, Miao +21 · 16 citations
    Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Big Data and Digital Economy #Ethics and Social Impacts of AI
  24. Disentangling Memory and Reasoning Ability in Large Language Models
    2024/11/20 by Mingyu Jin, Weidi Luo, Jin, Mingyu +13 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments
    2024/07/15 by Chong Zhang, Zhang, Chong, Xinyi Liu +22 · 6 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #Multiagent Systems (cs.MA) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
  26. HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention
    2023/03/06 by Shijie Geng, Geng, Shijie, Jianbo Yuan +7 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  27. LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem
    2023/12/06 by Yingqiang Ge, Yujie Ren, Ge, Yingqiang +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Operating Systems (cs.OS)
  28. When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations
    2024/11/19 by Huaizhi Ge, Ge, Huaizhi, Yiming Li +7 · 6 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Scientific Computing and Data Management #Software Engineering Research
  29. ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction
    2024/03/30 by Mingyu Jin, Jin, Mingyu, Haochen Xue +13 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Machine Learning in Bioinformatics #Computational Drug Discovery Methods
  30. iAgent: LLM Agent as a Shield between User and Recommender Systems
    2025/02/20 by Wujiang Xu, Xu, Wujiang, Yunxiao Shi +15 · 6 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multi-Agent Systems and Negotiation #Recommender Systems and Techniques
  31. Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis
    2024/03/24 by Huizi Yu, Yu, Huizi, Lizhou Fan +21 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Topic Modeling
  32. BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis
    2024/04/23 by Shuhang Lin, Wenyue Hua, Lin, Shuhang +17 · 4 citations
    Arts and Humanities · #Digital Humanities and Scholarship
  33. NPHardEval4V: Dynamic Evaluation of Large Vision-Language Models with Effects of Vision
    2024/03/04 by Xiang Li, Li, Xiang, Wenyue Hua +18 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  34. AIOS Compiler: LLM as Interpreter for Natural Language Programming and Flow Programming of AI Agents
    2024/05/11 by Shuyuan Xu, Xu, Shuyuan, Zelong Li +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Programming Languages (cs.PL) #Semantic Web and Ontologies
  35. Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
    2024/04/10 by Mingyu Jin, Jin, Mingyu, Qinkai Yu +23 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
  36. A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake News
    2023/06/19 by Xinyi Li, Li, Xinyi, Yongfeng Zhang +3 · 2 citations
    Business, Management and Accounting · Computer Science · #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  37. OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems
    2023/06/19 by Shuyuan Xu, Wenyue Hua, Xu, Shuyuan +3 · 2 citations
    Computer Science · Materials Science · Medicine · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
  38. LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models
    2025/03/05 by Xi Zhu, Zhu, Xi, Haochen Xue +17 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
  39. Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation
    2019/04/29 by Xin Xin, Xiangnan He, Xin, Xin +7 · 1 citation
    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
  40. Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities
    2024/06/04 by Wenyue Hua, Hua, Wenyue, Kaijie Zhu +17 · 3 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
  41. Counterfactual Evaluation for Explainable AI
    2021/09/05 by Yingqiang Ge, Ge, Yingqiang, Shuchang Liu +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
  42. From Kepler to Newton: Explainable AI for Science
    2021/11/24 by Zelong Li, Jianchao Ji, Li, Zelong +3 · 1 voice
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Symbolic Computation (cs.SC) #cs.AI #cs.LG #cs.SC
  43. Discover, Explanation, Improvement: An Automatic Slice Detection Framework for Natural Language Processing
    2022/11/08 by Wenyue Hua, Lifeng Jin, Hua, Wenyue +9 · 1 citation
    Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
  44. Causal Inference for Recommendation: Foundations, Methods and Applications
    2023/01/08 by Shuyuan Xu, Xu, Shuyuan, Jianchao Ji +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  45. SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models
    2025/05/22 by Zirui He, Mingyu Jin, He, Zirui +9 · 5 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
  46. Visually Explainable Recommendation
    2018/01/31 by Xu Chen, Yongfeng Zhang, Chen, Xu +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Recommender Systems and Techniques #Topic Modeling #Video Analysis and Summarization
  47. Large Language Model Agent for Fake News Detection
    2024/04/30 by Xinyi Li, Li, Xinyi, Yongfeng Zhang +3 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Misinformation and Its Impacts
  48. Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models
    2024/07/15 by Qingcheng Zeng, Zeng, Qingcheng, Mingyu Jin +25 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  49. Planet as a Brain: Towards Internet of AgentSites based on AIOS Server
    2025/04/19 by Xiang Zhang, Zhang, Xiang, Yongfeng Zhang +1 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems
  50. Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery
    2025/03/14 by Balaji Rama, Kai Mei, Rama, Balaji +3 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Operating Systems (cs.OS) #Software Engineering and Design Patterns
  51. DispatchMAS: Fusing taxonomy and artificial intelligence agents for emergency medical services
    2025/10/24 by X. Y. Li, Li, Xiang, Huizi Yu +37 · 1 voice · 1 citation
    Medicine · #68T07 #92C50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.7 #J.3
  52. LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS
    2025/05/24 by Kai Mei, Mei, Kai, Xiangcheng Zhu +6 · 3 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management #Distributed and Parallel Computing Systems
  53. Task-Aligned Tool Recommendation for Large Language Models
    2024/11/14 by Hang Gao, Yongfeng Zhang, Gao, Hang +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling