PPaperPicks

Zhuosheng Zhang

Shanghai Jiao Tong University, Shanghai, China

43 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4183-3645 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×18EMNLP ×5AAAI ×4ICML ×3NAACL ×3NeurIPS ×3ACM MM ×2ICLR ×2ECAI ×1ICCV ×1WWW ×1

Frequent coauthors

Gongshen Liu
×10
Rui Wang
×10
Xinbei Ma
×8
Hai Zhao
×8
Zhiwei He
×7
Tianjie Ju
×6
Zongru Wu
×6
Pengzhou Cheng
×5
Zhaopeng Tu
×5
Zheng Wu
×4
Yiming Wang
×4
Xingyu Lou
×3

Papers

  1. Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning
    ACL 2026 ·
    Zheng Wu
    ,
    Xingyu Lou
    ,
    Xinbei Ma
    ,
    Yansi Li
    ,
    Weiwen Liu
    ,
    Weinan Zhang
    ,
    Jun Wang
    , Zhuosheng Zhang
  2. An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains
    AAAI 2026 ·
    Zihe Yan
    ,
    Kai Luo
    ,
    Haoyu Yang
    ,
    Yang Yu
    , Zhuosheng Zhang,
    Guancheng Li
  3. ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks
    WWW 2026 ·
    Yuanyi Song
    ,
    Heyuan Huang
    ,
    Qiqiang Lin
    ,
    Yin Zhao
    ,
    Xiangmou Qu
    ,
    Jun Wang
    ,
    Xingyu Lou
    ,
    Weiwen Liu
    , Zhuosheng Zhang,
    Jun Wang
    ,
    Zhaoxiang Wang
    ,
    Yong Yu
    ,
    Weinan Zhang
  4. ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution
    ACL 2026 ·
    Jihong Wang
    ,
    Jiamu Zhou
    ,
    Weiming Zhang
    ,
    Teng Wang
    ,
    Weiwen Liu
    , Zhuosheng Zhang,
    Xingyu Lou
    ,
    Weinan Zhang
    ,
    Huarong Deng
    ,
    Jun Wang
  5. EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks
    ACL 2026 ·
    Yijie Lu
    ,
    Manman Zhao
    ,
    Tianjie Ju
    ,
    Zihe Yan
    ,
    Xinbei Ma
    ,
    Yuan Guo
    ,
    Daizong Ding
    ,
    Gongshen Liu
    , Zhuosheng Zhang
  6. GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents
    AAAI 2026 ·
    Zheng Wu
    ,
    Pengzhou Cheng
    ,
    Zongru Wu
    ,
    Lingzhong Dong
    , Zhuosheng Zhang
  7. OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows
    ACL 2026 ·
    Qiushi Sun
    ,
    Mukai Li
    ,
    Zhoumianze Liu
    ,
    Zhihui Xie
    ,
    Fangzhi Xu
    ,
    Zhangyue Yin
    ,
    Kanzhi Cheng
    ,
    Zehao Li
    ,
    Zichen Ding
    ,
    Qi Liu
    ,
    Zhiyong Wu
    , Zhuosheng Zhang,
    Ben Kao
    ,
    Lingpeng Kong
  8. ParaCook: On Time-Efficient Planning for Multi-Agent Systems
    ACL 2026 ·
    Shiqi Zhang
    ,
    Xinbei Ma
    ,
    Yunqing Xu
    ,
    Zouying Cao
    ,
    Pengrui Lu
    ,
    Haobo Yuan
    ,
    Tiancheng Shen
    , Zhuosheng Zhang,
    Hai Zhao
    ,
    Ming-Hsuan Yang
  9. The Confidence Paradox: Unveiling the Latent Discriminative Power of Diffusion Large Language Models in Mathematical Reasoning
    ACL 2026 ·
    Yansi Li
    ,
    Gongshen Liu
    , Zhuosheng Zhang
  10. Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing
    ICCV 2025 ·
    Lingyong Fang
    ,
    Xinzhong Wang
    ,
    Depeng Wang
    ,
    Zongru Wu
    ,
    Ya Guo
    ,
    Huijia Zhu
    , Zhuosheng Zhang,
    Gongshen Liu
  11. Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
    ACL 2025 ·
    Xinbei Ma
    ,
    Yiting Wang
    ,
    Yao Yao
    ,
    Tongxin Yuan
    ,
    Aston Zhang
    , Zhuosheng Zhang,
    Hai Zhao
  12. ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
    ICLR 2025 ·
    Xiangru Tang
    ,
    Tianyu Hu
    ,
    Muyang Ye
    ,
    Yanjun Shao
    ,
    Xunjian Yin
    ,
    Siru Ouyang
    ,
    Wangchunshu Zhou
    ,
    Pan Lu
    , Zhuosheng Zhang,
    Yilun Zhao
    ,
    Arman Cohan
    ,
    Mark Gerstein
  13. Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models
    ICML 2025 ·
    Xingyu Chen
    ,
    Jiahao Xu
    ,
    Tian Liang
    ,
    Zhiwei He
    ,
    Jianhui Pang
    ,
    Dian Yu
    ,
    Linfeng Song
    ,
    Qiuzhi Liu
    ,
    Mengfei Zhou
    , Zhuosheng Zhang,
    Rui Wang
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    ,
    Dong Yu
  14. GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents
    ACL 2025 ·
    Lingxiao Diao
    ,
    Xinyue Xu
    ,
    Wanxuan Sun
    ,
    Cheng Yang
    , Zhuosheng Zhang
  15. Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
    EMNLP 2025 ·
    Pengzhou Cheng
    ,
    Haowen Hu
    ,
    Zheng Wu
    ,
    Zongru Wu
    ,
    Tianjie Ju
    ,
    Daizong Ding
    , Zhuosheng Zhang,
    Gongshen Liu
  16. Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM
    AAAI 2025 ·
    Shaoqing Zhang
    , Zhuosheng Zhang,
    Kehai Chen
    ,
    Rongxiang Weng
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    ,
    Min Zhang
  17. MEGen: Generative Backdoor into Large Language Models via Model Editing
    ACL 2025 ·
    Jiyang Qiu
    ,
    Xinbei Ma
    , Zhuosheng Zhang,
    Hai Zhao
    ,
    Yun Li
    ,
    Qianren Wang
  18. OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents
    ACL 2025 ·
    Pengzhou Cheng
    ,
    Zheng Wu
    ,
    Zongru Wu
    ,
    Tianjie Ju
    ,
    Aston Zhang
    , Zhuosheng Zhang,
    Gongshen Liu
  19. RaSA: Rank-Sharing Low-Rank Adaptation
    ICLR 2025 ·
    Zhiwei He
    ,
    Zhaopeng Tu
    ,
    Xing Wang
    ,
    Xingyu Chen
    ,
    Zhijie Wang
    ,
    Jiahao Xu
    ,
    Tian Liang
    ,
    Wenxiang Jiao
    , Zhuosheng Zhang,
    Rui Wang
  20. Revisiting Data Auditing in Large Vision-Language Models
    ACM MM 2025 ·
    Hongyu Zhu
    ,
    Sichu Liang
    ,
    Wenwen Wang
    ,
    Boheng Li
    ,
    Tongxin Yuan
    ,
    Fangqi Li
    ,
    Hanyi Wang
    ,
    Shi-Lin Wang
    , Zhuosheng Zhang
  21. Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
    NeurIPS 2025 ·
    Yiming Wang
    ,
    Pei Zhang
    ,
    Siyuan Huang
    ,
    Baosong Yang
    , Zhuosheng Zhang,
    Fei Huang
    ,
    Rui Wang
  22. Stealing Knowledge from Auditable Datasets
    ECAI 2025 ·
    Hongyu Zhu
    ,
    Sichu Liang
    ,
    Wentao Hu
    ,
    Wenwen Wang
    ,
    Fangqi Li
    ,
    Shilin Wang
    , Zhuosheng Zhang
  23. SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer
    NAACL 2025 ·
    Pengzhou Cheng
    ,
    Wei Du
    ,
    Zongru Wu
    ,
    Fengwei Zhang
    ,
    Libo Chen
    , Zhuosheng Zhang,
    Gongshen Liu
  24. Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
    NeurIPS 2025 ·
    Yue Wang
    ,
    Qiuzhi Liu
    ,
    Jiahao Xu
    ,
    Tian Liang
    ,
    Xingyu Chen
    ,
    Zhiwei He
    ,
    Linfeng Song
    ,
    Dian Yu
    ,
    Juntao Li
    , Zhuosheng Zhang,
    Rui Wang
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    ,
    Dong Yu
  25. Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models
    ICML 2025 ·
    Tianjie Ju
    ,
    Yi Hua
    ,
    Hao Fei
    ,
    Zhenyu Shao
    ,
    Yubin Zheng
    ,
    Haodong Zhao
    ,
    Mong-Li Lee
    ,
    Wynne Hsu
    , Zhuosheng Zhang,
    Gongshen Liu
  26. Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space
    ACL 2024 ·
    Zongru Wu
    , Zhuosheng Zhang,
    Pengzhou Cheng
    ,
    Gongshen Liu
  27. Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models
    ACL 2024 ·
    Zhiwei He
    ,
    Binglin Zhou
    ,
    Hongkun Hao
    ,
    Aiwei Liu
    ,
    Xing Wang
    ,
    Zhaopeng Tu
    , Zhuosheng Zhang,
    Rui Wang
  28. CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
    ACL 2024 ·
    Xinbei Ma
    , Zhuosheng Zhang,
    Hai Zhao
  29. Dynamic Planning for LLM-based Graphical User Interface Automation
    EMNLP 2024 ·
    Shaoqing Zhang
    , Zhuosheng Zhang,
    Kehai Chen
    ,
    Xinbei Ma
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    ,
    Min Zhang
  30. Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
    NeurIPS 2024 ·
    Yiming Wang
    ,
    Pei Zhang
    ,
    Baosong Yang
    ,
    Derek F. Wong
    , Zhuosheng Zhang,
    Rui Wang
  31. Fact-Driven Logical Reasoning for Machine Reading Comprehension
    AAAI 2024 ·
    Siru Ouyang
    , Zhuosheng Zhang,
    Hai Zhao
  32. From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond
    ACM MM 2024 ·
    Hao Fei
    ,
    Xiangtai Li
    ,
    Haotian Liu
    ,
    Fuxiao Liu
    , Zhuosheng Zhang,
    Hanwang Zhang
    ,
    Shuicheng Yan
  33. GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models
    EMNLP 2024 ·
    Xuanchang Zhang
    , Zhuosheng Zhang,
    Hai Zhao
  34. Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model
    NAACL 2024 ·
    Zhiwei He
    ,
    Xing Wang
    ,
    Wenxiang Jiao
    , Zhuosheng Zhang,
    Rui Wang
    ,
    Shuming Shi
    ,
    Zhaopeng Tu
  35. Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models
    ACL 2024 ·
    Tianjie Ju
    ,
    Yijin Chen
    ,
    Xinwei Yuan
    , Zhuosheng Zhang,
    Wei Du
    ,
    Yubin Zheng
    ,
    Gongshen Liu
  36. Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method
    ACL 2024 ·
    Tian Xia
    ,
    Zhiwei He
    ,
    Tong Ren
    ,
    Yibo Miao
    , Zhuosheng Zhang,
    Yang Yang
    ,
    Rui Wang
  37. MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
    ACL 2024 ·
    Xiangru Tang
    ,
    Anni Zou
    , Zhuosheng Zhang,
    Ziming Li
    ,
    Yilun Zhao
    ,
    Xingyao Zhang
    ,
    Arman Cohan
    ,
    Mark Gerstein
  38. Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models
    ACL 2024 ·
    Yiming Wang
    , Zhuosheng Zhang,
    Pei Zhang
    ,
    Baosong Yang
    ,
    Rui Wang
  39. On the Robustness of Editing Large Language Models
    EMNLP 2024 ·
    Xinbei Ma
    ,
    Tianjie Ju
    ,
    Jiyang Qiu
    , Zhuosheng Zhang,
    Hai Zhao
    ,
    Lifeng Liu
    ,
    Yulong Wang
  40. R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
    EMNLP 2024 ·
    Tongxin Yuan
    ,
    Zhiwei He
    ,
    Lingzhong Dong
    ,
    Yiming Wang
    ,
    Ruijie Zhao
    ,
    Tian Xia
    ,
    Lizhen Xu
    ,
    Binglin Zhou
    ,
    Fangqi Li
    , Zhuosheng Zhang,
    Rui Wang
    ,
    Gongshen Liu
  41. Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
    NAACL 2024 ·
    Junlong Li
    ,
    Jinyuan Wang
    , Zhuosheng Zhang,
    Hai Zhao
  42. Structured Chemistry Reasoning with Large Language Models
    ICML 2024 ·
    Siru Ouyang
    , Zhuosheng Zhang,
    Bing Yan
    ,
    Xuan Liu
    ,
    Yejin Choi
    ,
    Jiawei Han
    ,
    Lianhui Qin
  43. You Only Look at Screens: Multimodal Chain-of-Action Agents
    ACL 2024 · Zhuosheng Zhang,
    Aston Zhang