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Ningyu Zhang

Zhejiang University, College of Computer Science and Technology, Ant Group Joint Laboratory of Knowledge Graph, Hangzhou, China

64 papers at tracked venues · 46 at CORE A* · active 2024–2026

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Venues

ACL ×24EMNLP ×11AAAI ×6ICLR ×6NeurIPS ×5IJCAI ×3NAACL ×3ICML ×2ACM MM ×1ISWC ×1VLDB ×1WWW ×1

Frequent coauthors

Shuofei Qiao
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Mengru Wang
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Ziwen Xu
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Zhen Bi
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Runnan Fang
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Jintian Zhang
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Xiang Chen
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Haoming Xu
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Yujie Luo
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Yuqi Zhu
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Chenxi Wang
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Yunzhi Yao
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Papers

  1. Can We Predict Before Executing Machine Learning Agents?
    ACL 2026 ·
    Jingsheng Zheng
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  2. How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
    ACL 2026 ·
    Ziwen Xu
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  3. Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
    ACL 2026 ·
    Haoming Xu
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  4. KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
    ACL 2026 ·
    Baochang Ren
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  5. Logical Structure as Knowledge: Enhancing LLM Reasoning via Structured Logical Knowledge Density Estimation
    ACL 2026 ·
    Zhen Bi
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  6. Memp: Exploring Agent Procedural Memory
    ACL 2026 ·
    Runnan Fang
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  7. ReCode: Updating Code API Knowledge with Reinforcement Learning
    AAAI 2026 ·
    Haoze Wu
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  8. Towards General Agentic Intelligence via Environment Scaling
    ACL 2026 ·
    Runnan Fang
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  9. U-Fold: Dynamic Intent-Aware Context Folding for User-Centric Agents
    ACL 2026 ·
    Jin Su
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  10. What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
    ACL 2026 ·
    Yujie Luo
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  11. Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
    AAAI 2026 ·
    Yuqi Zhu
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  12. Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
    ACL 2026 ·
    Ziwen Xu
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  13. ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems
    ACM MM 2025 ·
    Chenxi Wang
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  14. Agentic Knowledgeable Self-awareness
    ACL 2025 ·
    Shuofei Qiao
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  15. AnyEdit: Edit Any Knowledge Encoded in Language Models
    ICML 2025 ·
    Houcheng Jiang
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  16. Benchmarking Agentic Workflow Generation
    ICLR 2025 ·
    Shuofei Qiao
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  17. Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
    ACL 2025 ·
    Mengru Wang
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  18. CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs
    ACL 2025 ·
    Jizhan Fang
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  19. CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
    EMNLP 2025 ·
    Yunzhi Yao
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  20. Constraining Sequential Model Editing with Editing Anchor Compression
    NAACL 2025 ·
    Hao-Xiang Xu
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  21. EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models
    EMNLP 2025 ·
    Ziwen Xu
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  22. Exploring Model Kinship for Merging Large Language Models
    EMNLP 2025 ·
    Yedi Hu
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  23. How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
    ACL 2025 ·
    Yixin Ou
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  24. KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
    NAACL 2025 ·
    Yuqi Zhu
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  25. LightThinker: Thinking Step-by-Step Compression
    EMNLP 2025 ·
    Jintian Zhang
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  26. MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
    ICLR 2025 ·
    Chenxi Wang
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  27. OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
    EMNLP 2025 ·
    Zekun Xi
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  28. OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
    WWW 2025 ·
    Yujie Luo
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  29. RSCC: A Large-Scale Remote Sensing Change Caption Dataset for Disaster Events
    NeurIPS 2025 ·
    Zhenyuan Chen
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  30. ReLearn: Unlearning via Learning for Large Language Models
    ACL 2025 ·
    Haoming Xu
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  31. SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
    ACL 2025 ·
    Runnan Fang
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  32. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
    NeurIPS 2025 ·
    Mengru Wang
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  33. Agent Planning with World Knowledge Model
    NeurIPS 2024 ·
    Shuofei Qiao
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  34. AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
    ACL 2024 ·
    Shuofei Qiao
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  35. Continual Multimodal Knowledge Graph Construction
    IJCAI 2024 ·
    Xiang Chen
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  36. Detoxifying Large Language Models via Knowledge Editing
    ACL 2024 ·
    Mengru Wang
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  37. Domain-Agnostic Molecular Generation with Chemical Feedback
    ICLR 2024 ·
    Yin Fang
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  38. EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
    ACL 2024 ·
    Peng Wang
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  39. EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models
    ACL 2024 ·
    Yixin Ou
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  40. Editing Conceptual Knowledge for Large Language Models
    EMNLP 2024 ·
    Xiaohan Wang
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  41. Editing Language Model-Based Knowledge Graph Embeddings
    AAAI 2024 ·
    Siyuan Cheng
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  42. Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration
    AAAI 2024 ·
    Zhihao Wang
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  43. Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
    ACL 2024 ·
    Jintian Zhang
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  44. FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
    IJCAI 2024 ·
    Xiang Chen
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  45. HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation
    EMNLP 2024 ·
    Chuancheng Lv
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  46. IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
    ACL 2024 ·
    Honghao Gui
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  47. InstructEdit: Instruction-Based Knowledge Editing for Large Language Models
    IJCAI 2024 · Ningyu Zhang
  48. InstructIE: A Bilingual Instruction-based Information Extraction Dataset
    ISWC 2024 ·
    Honghao Gui
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  49. Knowledge Circuits in Pretrained Transformers
    NeurIPS 2024 ·
    Yunzhi Yao
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  50. Knowledge Mechanisms in Large Language Models: A Survey and Perspective
    EMNLP 2024 ·
    Mengru Wang
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  51. Making Language Models Better Tool Learners with Execution Feedback
    NAACL 2024 ·
    Shuofei Qiao
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  52. Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
    ICLR 2024 ·
    Yin Fang
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  53. Neighboring Perturbations of Knowledge Editing on Large Language Models
    ICML 2024 ·
    Jun-Yu Ma
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  54. OceanGPT: A Large Language Model for Ocean Science Tasks
    ACL 2024 ·
    Zhen Bi
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  55. OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
    VLDB 2024 · Ningyu Zhang
  56. OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
    EMNLP 2024 ·
    Jintian Zhang
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  57. RaFe: Ranking Feedback Improves Query Rewriting for RAG
    EMNLP 2024 ·
    Shengyu Mao
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  58. SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
    AAAI 2024 ·
    Tianyu Yu
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  59. To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
    EMNLP 2024 ·
    Bozhong Tian
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  60. Tool-Augmented Reward Modeling
    ICLR 2024 ·
    Lei Li
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  61. Unified Hallucination Detection for Multimodal Large Language Models
    ACL 2024 ·
    Xiang Chen
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  62. Unveiling the Pitfalls of Knowledge Editing for Large Language Models
    ICLR 2024 ·
    Zhoubo Li
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  63. WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
    NeurIPS 2024 ·
    Peng Wang
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  64. When Do Program-of-Thought Works for Reasoning?
    AAAI 2024 ·
    Zhen Bi
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