vix.ing · top · new · best · stats · spec

Ningyu Zhang

  1. Agents: An Open-source Framework for Autonomous Language Agents
    2023/09/14 by Wangchunshu Zhou, Yuchen Eleanor Jiang, Zhou, Wangchunshu +33 · 2 voices · 15 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
  2. MemOS: A Memory OS for AI System
    2025/07/04 by Zhiyu Li, Chunyan Xi, Li, Zhiyu +79 · 3 voices · 23 citations
    Computer Science · Engineering · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques #Robotics and Automated Systems #cs.CL
  3. MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
    2024/10/15 by Chenxi Wang, Xiang Chen, Wang, Chenxi +11 · 26 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hallucinations in medical conditions #Machine Learning (cs.LG) #Multimedia (cs.MM)
  4. Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
    2023/06/13 by Yin Fang, Xiaozhuan Liang, Fang, Yin +13 · 14 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM) #and Science (cs.CE)
  5. Agent Planning with World Knowledge Model
    2024/05/23 by Shuofei Qiao, Runnan Fang, Qiao, Shuofei +17 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  6. AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
    2024/01/10 by Shuofei Qiao, Qiao, Shuofei, Ningyu Zhang +13 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  7. Symbolic Learning Enables Self-Evolving Agents
    2024/06/26 by Wangchunshu Zhou, Zhou, Wangchunshu, Yixin Ou +21 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
    2023/05/22 by Yuqi Zhu, Zhu, Yuqi, Xiaohan Wang +15 · 12 citations
    Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications
  9. Domain-Agnostic Molecular Generation with Chemical Feedback
    2023/01/26 by Yin Fang, Fang, Yin, Ningyu Zhang +8 · 10 citations
    Computer Science · Environmental Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemistry and Chemical Engineering #Computation and Language (cs.CL) #Computational Drug Discovery Methods #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #and Science (cs.CE)
  10. OceanGPT: A Large Language Model for Ocean Science Tasks
    2023/10/03 by Zhen Bi, Bi, Zhen, Ningyu Zhang +11 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Robotics (cs.RO) #Topic Modeling #and Science (cs.CE)
  11. CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
    2021/06/15 by Ningyu Zhang, Mosha Chen, Zhang, Ningyu +43 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  12. RaFe: Ranking Feedback Improves Query Rewriting for RAG
    2024/05/23 by Shengyu Mao, Yong Jiang, Mao, Shengyu +17 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  13. Weaver: Foundation Models for Creative Writing
    2024/01/30 by Tiannan Wang, Wang, Tiannan, Jiamin Chen +92 · 1 voice · 1 citation
    Arts and Humanities · Psychology · #Artistic and Creative Research #Creativity in Education and Neuroscience #cs.AI #cs.CL #cs.LG
  14. Unified Hallucination Detection for Multimodal Large Language Models
    2024/02/05 by Xiang Chen, Chen, Xiang, Chenxi Wang +16 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimedia (cs.MM)
  15. Detoxifying Large Language Models via Knowledge Editing
    2024/03/21 by Mengru Wang, Wang, Mengru, Ningyu Zhang +17 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques
  16. Knowledge Mechanisms in Large Language Models: A Survey and Perspective
    2024/07/22 by Mengru Wang, Yunzhi Yao, Wang, Mengru +23 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
  17. Can We Edit Multimodal Large Language Models?
    2023/10/12 by Siyuan Cheng, Cheng, Siyuan, Bozhong Tian +11 · 8 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Biomedical Text Mining and Ontologies
  18. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 28 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  19. Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
    2024/02/08 by Zhuo Chen, Chen, Zhuo, Yichi Zhang +27 · 9 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies
  20. Tool-Augmented Reward Modeling
    2023/10/02 by Lei Li, Yekun Chai, Li, Lei +11 · 6 citations
    Business, Management and Accounting · #Business Process Modeling and Analysis #Corporate Governance and Management
  21. Editing Personality for Large Language Models
    2023/10/03 by Shengyu Mao, Mao, Shengyu, Xiaohan Wang +11 · 5 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Law, AI, and Intellectual Property #Library Science and Information Systems
  22. OntoProtein: Protein Pretraining With Gene Ontology Embedding
    2022/01/23 by Ningyu Zhang, Zhen Bi, Zhang, Ningyu +15 · 4 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
  23. Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
    2019/03/04 by Ningyu Zhang, Zhang, Ningyu, Shumin Deng +10 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
  24. OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
    2024/12/28 by Yujie Luo, Luo, Yujie, Xiangyuan Ru +22 · 7 citations
    Computer Science · #Semantic Web and Ontologies
  25. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
    2025/05/20 by Wang, Mengru, Xingyu Chen, Chen, Xingyu +25 · 8 citations
    Computer Science · #Cognitive Science and Mapping #AI-based Problem Solving and Planning
  26. Information Extraction in Low-Resource Scenarios: Survey and Perspective
    2022/02/16 by Shumin Deng, Deng, Shumin, Ningyu Zhang +5 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  27. Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph
    2022/09/30 by Shumin Deng, Deng, Shumin, Zhoubo Li +20 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies #Advanced Graph Neural Networks
  28. ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging
    2025/03/27 by Haoming Xu, Xu, Haoming, Shuxun Wang +15 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #cs.AI #cs.CL #cs.CV #cs.LG #cs.MM
  29. InstructEdit: Instruction-based Knowledge Editing for Large Language Models
    2024/02/25 by Ningyu Zhang, Zhang, Ningyu, Bozhong Tian +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  30. How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
    2025/02/16 by Yixin Ou, Yunzhi Yao, Ou, Yixin +13 · 6 citations
    Social Sciences · #Higher Education Learning Practices
  31. ReLearn: Unlearning via Learning for Large Language Models
    2025/02/16 by Haoming Xu, Ningyuan Zhao, Xu, Haoming +17 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  32. Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
    2022/10/19 by Xin Xu, Xiang Chen, Xu, Xin +9 · 2 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 #Text Readability and Simplification #Topic Modeling
  33. Locking Down the Finetuned LLMs Safety
    2024/10/14 by Min Zhu, Linyi Yang, Zhu, Minjun +7 · 4 citations
    Engineering · #Nuclear and radioactivity studies
  34. To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
    2024/07/02 by Bozhong Tian, Tian, Bozhong, Xiaozhuan Liang +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
  35. AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
    2025/06/12 by Yixin Ou, Yujie Luo, Ou, Yixin +20 · 7 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Multiagent Systems (cs.MA)
  36. LightMem: Lightweight and Efficient Memory-Augmented Generation
    2025/10/21 by J. Fang, Fang, Jizhan, Xinle Deng +21 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling
  37. Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
    2026/04/27 by Zhisong Qiu, Shuofei Qiao, Kewei Xu +4 · 1 voice
    #cs.CL #cs.AI #cs.CE #cs.LG #cs.MA
  38. Contrastive Triple Extraction with Generative Transformer
    2020/09/14 by Hongbin Ye, Ningyu Zhang, Ye, Hongbin +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  39. OntoED: Low-resource Event Detection with Ontology Embedding
    2021/05/23 by Shumin Deng, Deng, Shumin, Ningyu Zhang +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #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
  40. Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
    2018/12/29 by Ningyu Zhang, Zhang, Ningyu, Shumin Deng +8 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  41. Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
    2021/08/30 by Ningyu Zhang, Luoqiu Li, Zhang, Ningyu +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  42. Contrastive Demonstration Tuning for Pre-trained Language Models
    2022/04/09 by Xiaozhuan Liang, Liang, Xiaozhuan, Ningyu Zhang +9 · 1 citation
    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 #Speech Recognition and Synthesis #Topic Modeling
  43. LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection
    2022/07/26 by Zhuo Chen, Chen, Zhuo, Yu‐Feng Huang +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  44. Benchmarking Agentic Workflow Generation
    2024/10/10 by Shuofei Qiao, Runnan Fang, Qiao, Shuofei +15 · 2 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Scientific Computing and Data Management
  45. On Analyzing the Role of Image for Visual-enhanced Relation Extraction
    2022/11/14 by Lei Li, Xiang Chen, Li, Lei +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  46. OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
    2024/09/09 by Ningyu Zhang, Zhang, Ningyu, Zekun Xi +25 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Neural Networks and Applications #Semantic Web and Ontologies
  47. ReCode: Updating Code API Knowledge with Reinforcement Learning
    2025/06/25 by Haoze Wu, Yunzhi Yao, Wu, Haoze +5 · 3 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) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
  48. Agentic Knowledgeable Self-awareness
    2025/04/04 by Shuofei Qiao, Qiao, Shuofei, Zhisong Qiu +19 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications
  49. Schema-adaptable Knowledge Graph Construction
    2023/05/15 by Hongbin Ye, Honghao Gui, Ye, Hongbin +8 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
  50. OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
    2025/01/16 by Zekun Xi, Xi, Zekun, Wenbiao Yin +16 · 2 citations
    Computer Science · #E-Learning and Knowledge Management #Teaching and Learning Programming #AI in Service Interactions
  51. Unveiling the Pitfalls of Knowledge Editing for Large Language Models
    2023/10/03 by Zhoubo Li, Ningyu Zhang, Li, Zhoubo +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  52. OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
    2024/09/08 by Jintian Zhang, Zhang, Jintian, Peng Cheng +15 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #Digital Rights Management and Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  53. Crack-tip plasticity mediated grain refinement and its resisting effect on the fatigue short crack growth
    2024/10/01 by Jianghua Li, Zhiyang Wang, Ningyu Zhang +4 · 1 citation
  54. SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
    2025/04/04 by Runnan Fang, Xiaobin Wang, Fang, Runnan +19 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Robotics and Automated Systems #Semantic Web and Ontologies
  55. A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following
    2025/01/14 by Yin Fang, Fang, Yin, Xinle Deng +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Cell Behavior (q-bio.CB) #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics #and Science (cs.CE)