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Dongrui Liu

23 papers at tracked venues · 21 at CORE A* · active 2024–2026

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Venues

ACL ×12AAAI ×3NeurIPS ×3CVPR ×2EMNLP ×2ICLR ×1

Frequent coauthors

Jing Shao
×14
Xiaoya Lu
×4
Chen Qian
×4
Xuanjing Huang
×3
Xuhao Hu
×3
Linfeng Zhang
×3
Yong Liu
×3
Yu Qiao
×3
Jie Zhang
×3
Quanshi Zhang
×3
Qihan Ren
×2
Xiaoye Qu
×2

Papers

  1. AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
    ACL 2026 ·
    Zhiheng Xi
    ,
    Dingwen Yang
    ,
    Jiaqi Liu
    ,
    Jixuan Huang
    ,
    Honglin Guo
    ,
    Baodai Huang
    ,
    Tinggang Chen
    ,
    Qi Zhang
    ,
    Zhonghang Lu
    ,
    Chenyu Liu
    ,
    Jiajun Sun
    ,
    Jiazheng Zhang
    ,
    Dingwei Zhu
    ,
    Xin Guo
    ,
    Junzhe Wang
    ,
    Zhihao Zhang
    ,
    Yuming Yang
    ,
    Junjie Ye
    ,
    Minghe Gao
    , Dongrui Liu,
    Jiaming Ji
    ,
    Guohao Li
    ,
    Tao Gui
    ,
    Xuanjing Huang
  2. AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems
    ACL 2026 ·
    Yulang Chen
    ,
    Haoxuan Peng
    ,
    Jinyan Liu
    ,
    Zichen Wen
    , Dongrui Liu,
    Linfeng Zhang
  3. Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
    AAAI 2026 ·
    Yifan Jia
    ,
    Yuntao Du
    ,
    Kailin Jiang
    ,
    Yuyang Liang
    ,
    Qihan Ren
    ,
    Yi Xin
    ,
    Rui Yang
    ,
    Fenze Feng
    ,
    Mingcai Chen
    ,
    Hengyang Lu
    ,
    Haozhe Wang
    ,
    Xiaoye Qu
    ,
    Qian Li
    , Dongrui Liu
  4. IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks
    AAAI 2026 ·
    Xiaoya Lu
    ,
    Zeren Chen
    ,
    Xuhao Hu
    ,
    Yijin Zhou
    ,
    Weichen Zhang
    , Dongrui Liu,
    Lu Sheng
    ,
    Jing Shao
  5. LLMs Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions
    ACL 2026 ·
    Xuhao Hu
    ,
    Peng Wang
    ,
    Xiaoya Lu
    , Dongrui Liu,
    Xuanjing Huang
    ,
    Jing Shao
  6. ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging
    ACL 2026 ·
    Junyao Yang
    ,
    Chen Qian
    ,
    Wen Shen
    ,
    Yong Liu
    ,
    Jing Shao
    , Dongrui Liu
  7. Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective
    ACL 2025 ·
    Xiaoye Qu
    ,
    Zengqi Yu
    , Dongrui Liu,
    Wei Wei
    ,
    Daizong Liu
    ,
    Jianfeng Dong
    ,
    Yu Cheng
  8. Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
    CVPR 2025 ·
    Qianli Ma
    ,
    Xuefei Ning
    , Dongrui Liu,
    Li Niu
    ,
    Linfeng Zhang
  9. Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning
    NeurIPS 2025 ·
    Chen Qian
    , Dongrui Liu,
    Haochen Wen
    ,
    Zhen Bai
    ,
    Yong Liu
    ,
    Jing Shao
  10. EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models
    ACL 2025 ·
    Xiao Yu
    ,
    Yi Yu
    , Dongrui Liu,
    Kejiang Chen
    ,
    Weiming Zhang
    ,
    Nenghai Yu
    ,
    Jing Shao
  11. LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint
    ACL 2025 ·
    Qianli Ma
    , Dongrui Liu,
    Qian Chen
    ,
    Linfeng Zhang
    ,
    Jing Shao
  12. LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts
    ACL 2025 ·
    Qibing Ren
    ,
    Hao Li
    , Dongrui Liu,
    Zhanxu Xie
    ,
    Xiaoya Lu
    ,
    Yu Qiao
    ,
    Lei Sha
    ,
    Junchi Yan
    ,
    Lizhuang Ma
    ,
    Jing Shao
  13. REEF: Representation Encoding Fingerprints for Large Language Models
    ICLR 2025 ·
    Jie Zhang
    , Dongrui Liu,
    Chen Qian
    ,
    Linfeng Zhang
    ,
    Yong Liu
    ,
    Yu Qiao
    ,
    Jing Shao
  14. RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents
    NeurIPS 2025 ·
    Jingyi Yang
    ,
    Shuai Shao
    , Dongrui Liu,
    Jing Shao
  15. The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations
    EMNLP 2025 ·
    Yubo Zhu
    , Dongrui Liu,
    Zecheng Lin
    ,
    Wei Tong
    ,
    Sheng Zhong
    ,
    Jing Shao
  16. The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models
    ACL 2025 ·
    Chen Qian
    , Dongrui Liu,
    Jie Zhang
    ,
    Yong Liu
    ,
    Jing Shao
  17. VLSBench: Unveiling Visual Leakage in Multimodal Safety
    ACL 2025 ·
    Xuhao Hu
    , Dongrui Liu,
    Hao Li
    ,
    Xuanjing Huang
    ,
    Jing Shao
  18. X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability
    EMNLP 2025 ·
    Xiaoya Lu
    , Dongrui Liu,
    Yi Yu
    ,
    Luxin Xu
    ,
    Jing Shao
  19. Explaining Generalization Power of a DNN Using Interactive Concepts
    AAAI 2024 ·
    Huilin Zhou
    ,
    Hao Zhang
    ,
    Huiqi Deng
    , Dongrui Liu,
    Wen Shen
    ,
    Shih-Han Chan
    ,
    Quanshi Zhang
  20. Identifying Semantic Induction Heads to Understand In-Context Learning
    ACL 2024 ·
    Jie Ren
    ,
    Qipeng Guo
    ,
    Hang Yan
    , Dongrui Liu,
    Quanshi Zhang
    ,
    Xipeng Qiu
    ,
    Dahua Lin
  21. MLP Can Be a Good Transformer Learner
    CVPR 2024 ·
    Sihao Lin
    ,
    Pumeng Lyu
    , Dongrui Liu,
    Tao Tang
    ,
    Xiaodan Liang
    ,
    Andy Song
    ,
    Xiaojun Chang
  22. Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models
    ACL 2024 ·
    Chen Qian
    ,
    Jie Zhang
    ,
    Wei Yao
    , Dongrui Liu,
    Zhenfei Yin
    ,
    Yu Qiao
    ,
    Yong Liu
    ,
    Jing Shao
  23. Towards the Dynamics of a DNN Learning Symbolic Interactions
    NeurIPS 2024 ·
    Qihan Ren
    ,
    Junpeng Zhang
    ,
    Yang Xu
    ,
    Yue Xin
    , Dongrui Liu,
    Quanshi Zhang