Jianxun Lian

Venues

Frequent coauthors

Papers

1. Can AI Revise Research Papers with Human Review Feedback? An Empirical Study and Benchmark
   ACL 2026 ·

   Zihan Luo

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2. Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations
   ACL 2026 ·

   Nanxu Gong

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3. Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View
   ACL 2026 ·

   Hao Liao

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4. HumanLLM: Towards Personalized Understanding and Simulation of Human Nature
   SIGKDD 2026 ·

   Yuxuan Lei

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5. Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven LLMs Jailbreaks via Moral Disengagement
   ACL 2026 ·

   Haiming Qin

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6. PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models
   ACL 2026 ·

   Wenlong Shi

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7. Reasoning-Aware AIGC Detection via Alignment and Reinforcement
   ACL 2026 ·

   Zhao Wang

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8. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
   NAACL 2025 ·

   Lei Wang

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9. Explaining Length Bias in LLM-Based Preference Evaluations
   EMNLP 2025 ·

   Zhengyu Hu

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10. Hierarchical Reward Modeling for Fault Localization in Large Code Repositories
    EMNLP 2025 ·

    Jiwei Zhang

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11. LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
    WWW 2025 ·

    Tianfu Wang

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12. MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
    ACL 2025 ·

    Xixian Yong

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13. Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach
    NeurIPS 2025 ·

    Yuchen Wu

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14. Pretraining Context Compressor for Large Language Models with Embedding-Based Memory
    ACL 2025 ·

    Yuhong Dai

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15. SocialCC: Interactive Evaluation for Cultural Competence in Language Agents
    ACL 2025 ·

    Jincenzi Wu

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16. Towards Controllable Hybrid Fairness in Graph Neural Networks
    SIGKDD 2025 ·

    Zihan Luo

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17. TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
    NAACL 2025 ·

    Zeyu Zhang

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18. Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
    NeurIPS 2025 ·

    Zhengyu Hu

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19. A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems
    WWW 2024 ·

    Xu Huang

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20. Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
    AAAI 2024 ·

    Lei Li

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21. Aligning Language Models for Versatile Text-based Item Retrieval
    WWW 2024 ·

    Yuxuan Lei

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22. Aligning Large Language Models for Controllable Recommendations
    ACL 2024 ·

    Wensheng Lu

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23. COMET: NFT Price Prediction with Wallet Profiling
    SIGKDD 2024 ·

    Tianfu Wang

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24. Information Retrieval Meets Large Language Models
    WWW 2024 ·

    Zheng Liu

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25. RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems
    WWW 2024 · Jianxun Lian
26. RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
    SIGKDD 2024 ·

    Yuxuan Lei

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27. The Good, The Bad, and Why: Unveiling Emotions in Generative AI
    ICML 2024 ·

    Cheng Li

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