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Cheng Qian

University of Illinois Urbana-Champaign, Champaign, IL, USA

26 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9913-820X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×15EMNLP ×5AAAI ×1ICLR ×1ICML ×1NAACL ×1NeurIPS ×1WWW ×1

Frequent coauthors

Guangwei Zhang
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Jiayu Liu
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Yixia Li
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Bingxuan Li
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Mingxuan Cui
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Emre Can Acikgoz
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Qi He
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Revanth Gangi Reddy
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Xiusi Chen
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Runchu Tian
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Rui Yang
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Bohan Lyu
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Papers

  1. Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
    ACL 2026 ·
    Guangwei Zhang
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  2. CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
    ACL 2026 ·
    Jiayu Liu
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  3. Current Agents Fail to Leverage World Model as Tool for Foresight
    ACL 2026 · Cheng Qian
  4. From Word to World: Can Large Language Models be Implicit Text-based World Models?
    ACL 2026 ·
    Yixia Li
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  5. PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
    ACL 2026 ·
    Bingxuan Li
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  6. ShortageSim: Simulating Drug Shortages Under Information Asymmetry
    AAAI 2026 ·
    Mingxuan Cui
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  7. TT-SI: Self-Improving LLM Agents with Test-Time Training
    ACL 2026 ·
    Emre Can Acikgoz
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  8. Veri-R1: Toward Precise and Faithful Claim Verification via Online Reinforcement Learning
    ACL 2026 ·
    Qi He
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  9. WiNELL: Wikipedia Never-Ending Updating with LLM Agents
    WWW 2026 ·
    Revanth Gangi Reddy
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  10. DecisionFlow: Advancing Large Language Model as Principled Decision Maker
    EMNLP 2025 ·
    Xiusi Chen
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  11. Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
    ACL 2025 ·
    Runchu Tian
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  12. EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
    ICML 2025 ·
    Rui Yang
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  13. Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
    ACL 2025 ·
    Bohan Lyu
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  14. EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
    ACL 2025 · Cheng Qian
  15. ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
    EMNLP 2025 ·
    Guangwei Zhang
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  16. ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
    EMNLP 2025 · Cheng Qian
  17. MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents
    ACL 2025 ·
    Kunlun Zhu
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  18. Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
    ICLR 2025 ·
    Yaxi Lu
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  19. Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context
    EMNLP 2025 ·
    Rushi Wang
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  20. SMART: Self-Aware Agent for Tool Overuse Mitigation
    ACL 2025 · Cheng Qian
  21. SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
    EMNLP 2025 ·
    Peixuan Han
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  22. The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination
    ACL 2025 ·
    Yuji Zhang
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  23. The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning
    ACL 2025 ·
    Bingxiang He
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  24. ToolRL: Reward is All Tool Learning Needs
    NeurIPS 2025 · Cheng Qian
  25. Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
    ACL 2024 · Cheng Qian
  26. Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model
    NAACL 2024 · Cheng Qian