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Yubo Chen

Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing, China

40 papers at tracked venues · 28 at CORE A* · active 2024–2026

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Venues

ACL ×19EMNLP ×7AAAI ×4NAACL ×3ICLR ×2NeurIPS ×2ICDE ×1IJCAI ×1ISWC ×1

Frequent coauthors

Tianyi Men
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Zhuoran Jin
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Jiachun Li
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Hongbang Yuan
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Tong Zhou
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Yuheng Chen
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Yupu Hao
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Jiajun Shen
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Chenlong Zhang
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Chenhui Hu
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Chengyuan Jin
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Dongqi Huang
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Papers

  1. Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
    ACL 2026 ·
    Tianyi Men
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  2. LANTERN in the Event Stream: Training-Free Temporal Knowledge Graph Forecasting by Balancing Inertia and Shifts
    ACL 2026 ·
    Chengyuan Jin
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  3. Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do
    ACL 2026 ·
    Zhuoran Jin
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  4. Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach
    ACL 2026 ·
    Dongqi Huang
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  5. A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
    ACL 2025 ·
    Tianyi Men
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  6. Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
    ACL 2025 ·
    Tianyi Men
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  7. Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models
    NAACL 2025 ·
    Hongbang Yuan
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  8. CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance
    AAAI 2025 ·
    Yupu Hao
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  9. CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction
    ACL 2025 ·
    Jiajun Shen
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  10. CogNet3: Fusing Dynamic Emotional Knowledge of Personality Homophilous Groups in Real-World Events into Multi-Source Knowledge Graph
    ISWC 2025 ·
    Tong Zhou
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  11. Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
    ACL 2025 ·
    Yuheng Chen
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  12. DTELS: Towards Dynamic Granularity of Timeline Summarization
    NAACL 2025 ·
    Chenlong Zhang
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  13. Enhancing Large Language Models with Pseudo-and Multisource-Knowledge Graphs for Open-ended Question Answering
    ICDE 2025 ·
    Jiaxiang Liu
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  14. Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
    ACL 2025 ·
    Yupu Hao
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  15. Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
    ICLR 2025 ·
    Yuheng Chen
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  16. Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
    AAAI 2025 ·
    Chenhui Hu
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  17. M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model
    EMNLP 2025 ·
    Yang Zhou
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  18. MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models
    ICLR 2025 ·
    Jiachun Li
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  19. MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation
    EMNLP 2025 ·
    Xinping Lei
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  20. RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
    ACL 2025 ·
    Zhuoran Jin
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  21. RULE: Reinforcement UnLEarning Achieves Forget-retain Pareto Optimality
    NeurIPS 2025 ·
    Chenlong Zhang
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  22. Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
    ACL 2025 ·
    Jiakuan Xie
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  23. Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness
    ACL 2025 ·
    Jiachun Li
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  24. Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models
    AAAI 2025 ·
    Hongbang Yuan
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  25. Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation
    ACL 2025 ·
    Jiajun Shen
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  26. AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
    EMNLP 2024 ·
    Zhitao He
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  27. AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
    EMNLP 2024 ·
    Jia Fu
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  28. CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph
    ACL 2024 ·
    Tong Zhou
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  29. Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models
    ACL 2024 ·
    Zhuoran Jin
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  30. Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning
    ACL 2024 ·
    Jiachun Li
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  31. Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons
    AAAI 2024 ·
    Yuheng Chen
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  32. LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning
    EMNLP 2024 ·
    Jiachun Li
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  33. Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models
    ACL 2024 ·
    Kun Luo
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  34. MULFE: A Multi-Level Benchmark for Free Text Model Editing
    ACL 2024 ·
    Chenhao Wang
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  35. Oasis: Data Curation and Assessment System for Pretraining of Large Language Models
    IJCAI 2024 ·
    Tong Zhou
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  36. RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
    NeurIPS 2024 ·
    Zhuoran Jin
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  37. Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
    EMNLP 2024 ·
    Tianyi Men
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  38. Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models
    EMNLP 2024 ·
    Hongbang Yuan
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  39. WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
    ACL 2024 ·
    Chenhui Hu
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  40. ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models
    NAACL 2024 ·
    Pengfan Du
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