PPaperPicks

Wenwei Zhang

35 papers at tracked venues · 27 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Kai Chen
×24
Dahua Lin
×15
Chengqi Lyu
×8
Kuikun Liu
×7
Songyang Zhang
×6
Yuzhe Gu
×5
Size Wu
×5
Chen Change Loy
×5
Songyang Gao
×4
Sheng Jin
×4
Lumin Xu
×4
Wentao Liu
×4

Papers

  1. SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration
    ACL 2026 ·
    Yinhao Tang
    ,
    Youqing Fang
    ,
    Yanan Sun
    ,
    Wenran Liu
    ,
    Weiming Zhang
    ,
    Bin Liu
    ,
    Kuikun Liu
    , Wenwei Zhang,
    Kai Chen
  2. Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives
    ICCV 2025 ·
    Shaoyuan Xie
    ,
    Lingdong Kong
    ,
    Yuhao Dong
    ,
    Chonghao Sima
    , Wenwei Zhang,
    Qi Alfred Chen
    ,
    Ziwei Liu
    ,
    Liang Pan
  3. Are Your LLMs Capable of Stable Reasoning?
    ACL 2025 ·
    Junnan Liu
    ,
    Hongwei Liu
    ,
    Linchen Xiao
    ,
    Ziyi Wang
    ,
    Kuikun Liu
    ,
    Songyang Gao
    , Wenwei Zhang,
    Songyang Zhang
    ,
    Kai Chen
  4. Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding
    WACV 2025 ·
    Lingdong Kong
    ,
    Xiang Xu
    ,
    Jun Cen
    , Wenwei Zhang,
    Liang Pan
    ,
    Kai Chen
    ,
    Ziwei Liu
  5. CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
    EMNLP 2025 ·
    Shudong Liu
    ,
    Hongwei Liu
    ,
    Junnan Liu
    ,
    Linchen Xiao
    ,
    Songyang Gao
    ,
    Chengqi Lyu
    ,
    Yuzhe Gu
    , Wenwei Zhang,
    Derek F. Wong
    ,
    Songyang Zhang
    ,
    Kai Chen
  6. F-LMM: Grounding Frozen Large Multimodal Models
    CVPR 2025 ·
    Size Wu
    ,
    Sheng Jin
    , Wenwei Zhang,
    Lumin Xu
    ,
    Wentao Liu
    ,
    Wei Li
    ,
    Chen Change Loy
  7. Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
    ICCV 2025 ·
    Size Wu
    , Wenwei Zhang,
    Lumin Xu
    ,
    Sheng Jin
    ,
    Zhonghua Wu
    ,
    Qingyi Tao
    ,
    Wentao Liu
    ,
    Wei Li
    ,
    Chen Change Loy
  8. InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
    ACL 2025 ·
    Yuhang Zang
    ,
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Yuhang Cao
    ,
    Ziyu Liu
    ,
    Shengyuan Ding
    ,
    Shenxi Wu
    ,
    Yubo Ma
    ,
    Haodong Duan
    , Wenwei Zhang,
    Kai Chen
    ,
    Dahua Lin
    ,
    Jiaqi Wang
  9. LLaVA-3D: A Simple Yet Effective Pathway to Empowering LMMs with 3D Capabilities
    ICCV 2025 ·
    Chenming Zhu
    ,
    Tai Wang
    , Wenwei Zhang,
    Jiangmiao Pang
    ,
    Xihui Liu
  10. Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs
    ICLR 2025 ·
    Yuzhe Gu
    , Wenwei Zhang,
    Chengqi Lyu
    ,
    Dahua Lin
    ,
    Kai Chen
  11. MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
    ICLR 2025 ·
    Zehui Chen
    ,
    Kuikun Liu
    ,
    Qiuchen Wang
    ,
    Jiangning Liu
    , Wenwei Zhang,
    Kai Chen
    ,
    Feng Zhao
  12. Pre-Trained Policy Discriminators are General Reward Models
    NeurIPS 2025 ·
    Shihan Dou
    ,
    Shichun Liu
    ,
    Yuming Yang
    ,
    Yicheng Zou
    ,
    Yunhua Zhou
    ,
    Shuhao Xing
    ,
    Chenhao Huang
    ,
    Qiming Ge
    ,
    Haijun Lv
    ,
    Demin Song
    ,
    Songyang Gao
    ,
    Chengqi Lyu
    ,
    Enyu Zhou
    ,
    Honglin Guo
    ,
    Zhiheng Xi
    ,
    Qipeng Guo
    , Wenwei Zhang,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xipeng Qiu
    ,
    Xuanjing Huang
    ,
    Kai Chen
  13. Rethinking Verification for LLM Code Generation: From Generation to Testing
    NeurIPS 2025 ·
    Zihan Ma
    ,
    Taolin Zhang
    ,
    Maosongcao
    ,
    Junnan Liu
    , Wenwei Zhang,
    Minnan Luo
    ,
    Songyang Zhang
    ,
    Kai Chen
  14. SLAM Assisted 3D Tracking System for Laparoscopic Surgery
    ICRA 2025 ·
    Jingwei Song
    ,
    Ray Zhang
    , Wenwei Zhang,
    Hao Zhou
    ,
    Maani Ghaffari
  15. Semi-off-Policy Reinforcement Learning for Vision-Language Slow-Thinking Reasoning
    NeurIPS 2025 ·
    Junhao Shen
    ,
    Haiteng Zhao
    ,
    Yuzhe Gu
    ,
    Songyang Gao
    ,
    Kuikun Liu
    ,
    Haian Huang
    ,
    Jianfei Gao
    ,
    Dahua Lin
    , Wenwei Zhang,
    Kai Chen
  16. Training Language Models to Critique With Multi-agent Feedback
    EMNLP 2025 ·
    Tian Lan
    , Wenwei Zhang,
    Chengqi Lyu
    ,
    Shuaibin Li
    ,
    Chen Xu
    ,
    Heyan Huang
    ,
    Dahua Lin
    ,
    Xian-Ling Mao
    ,
    Kai Chen
  17. 4D Contrastive Superflows are Dense 3D Representation Learners
    ECCV 2024 ·
    Xiang Xu
    ,
    Lingdong Kong
    ,
    Hui Shuai
    , Wenwei Zhang,
    Liang Pan
    ,
    Kai Chen
    ,
    Ziwei Liu
    ,
    Qingshan Liu
  18. ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models
    NeurIPS 2024 ·
    Yuzhe Gu
    ,
    Ziwei Ji
    , Wenwei Zhang,
    Chengqi Lyu
    ,
    Dahua Lin
    ,
    Kai Chen
  19. ANAH: Analytical Annotation of Hallucinations in Large Language Models
    ACL 2024 ·
    Ziwei Ji
    ,
    Yuzhe Gu
    , Wenwei Zhang,
    Chengqi Lyu
    ,
    Dahua Lin
    ,
    Kai Chen
  20. Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models
    ACL 2024 ·
    Zehui Chen
    ,
    Kuikun Liu
    ,
    Qiuchen Wang
    , Wenwei Zhang,
    Jiangning Liu
    ,
    Dahua Lin
    ,
    Kai Chen
    ,
    Feng Zhao
  21. AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
    NeurIPS 2024 ·
    Zifan Song
    ,
    Yudong Wang
    , Wenwei Zhang,
    Kuikun Liu
    ,
    Chengqi Lyu
    ,
    Demin Song
    ,
    Qipeng Guo
    ,
    Hang Yan
    ,
    Dahua Lin
    ,
    Kai Chen
    ,
    Cairong Zhao
  22. CLIM: Contrastive Language-Image Mosaic for Region Representation
    AAAI 2024 ·
    Size Wu
    , Wenwei Zhang,
    Lumin Xu
    ,
    Sheng Jin
    ,
    Wentao Liu
    ,
    Chen Change Loy
  23. CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
    ICLR 2024 ·
    Size Wu
    , Wenwei Zhang,
    Lumin Xu
    ,
    Sheng Jin
    ,
    Xiangtai Li
    ,
    Wentao Liu
    ,
    Chen Change Loy
  24. Can AI Assistants Know What They Don't Know?
    ICML 2024 ·
    Qinyuan Cheng
    ,
    Tianxiang Sun
    ,
    Xiangyang Liu
    , Wenwei Zhang,
    Zhangyue Yin
    ,
    Shimin Li
    ,
    Linyang Li
    ,
    Zhengfu He
    ,
    Kai Chen
    ,
    Xipeng Qiu
  25. Code Needs Comments: Enhancing Code LLMs with Comment Augmentation
    ACL 2024 ·
    Demin Song
    ,
    Honglin Guo
    ,
    Yunhua Zhou
    ,
    Shuhao Xing
    ,
    Yudong Wang
    ,
    Zifan Song
    , Wenwei Zhang,
    Qipeng Guo
    ,
    Hang Yan
    ,
    Xipeng Qiu
    ,
    Dahua Lin
  26. CriticEval: Evaluating Large-scale Language Model as Critic
    NeurIPS 2024 ·
    Tian Lan
    , Wenwei Zhang,
    Chen Xu
    ,
    Heyan Huang
    ,
    Dahua Lin
    ,
    Kai Chen
    ,
    Xian-Ling Mao
  27. EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI
    CVPR 2024 ·
    Tai Wang
    ,
    Xiaohan Mao
    ,
    Chenming Zhu
    ,
    Runsen Xu
    ,
    Ruiyuan Lyu
    ,
    Peisen Li
    ,
    Xiao Chen
    , Wenwei Zhang,
    Kai Chen
    ,
    Tianfan Xue
    ,
    Xihui Liu
    ,
    Cewu Lu
    ,
    Dahua Lin
    ,
    Jiangmiao Pang
  28. Fake Alignment: Are LLMs Really Aligned Well?
    NAACL 2024 ·
    Yixu Wang
    ,
    Yan Teng
    ,
    Kexin Huang
    ,
    Chengqi Lyu
    ,
    Songyang Zhang
    , Wenwei Zhang,
    Xingjun Ma
    ,
    Yu-Gang Jiang
    ,
    Yu Qiao
    ,
    Yingchun Wang
  29. GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest
    ECCV 2024 ·
    Shilong Zhang
    ,
    Peize Sun
    ,
    Shoufa Chen
    ,
    Min Xiao
    ,
    Wenqi Shao
    , Wenwei Zhang,
    Yu Liu
    ,
    Kai Chen
    ,
    Ping Luo
  30. InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
    NeurIPS 2024 ·
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Yuhang Zang
    ,
    Yuhang Cao
    ,
    Bin Wang
    ,
    Linke Ouyang
    ,
    Songyang Zhang
    ,
    Haodong Duan
    , Wenwei Zhang,
    Yining Li
    ,
    Hang Yan
    ,
    Yang Gao
    ,
    Zhe Chen
    ,
    Xinyue Zhang
    ,
    Wei Li
    ,
    Jingwen Li
    ,
    Wenhai Wang
    ,
    Kai Chen
    ,
    Conghui He
    ,
    Xingcheng Zhang
    ,
    Jifeng Dai
    ,
    Yu Qiao
    ,
    Dahua Lin
    ,
    Jiaqi Wang
  31. MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark
    ACL 2024 ·
    Hongwei Liu
    ,
    Zilong Zheng
    ,
    Yuxuan Qiao
    ,
    Haodong Duan
    ,
    Zhiwei Fei
    ,
    Fengzhe Zhou
    , Wenwei Zhang,
    Songyang Zhang
    ,
    Dahua Lin
    ,
    Kai Chen
  32. OMG-Seg: Is One Model Good Enough for all Segmentation?
    CVPR 2024 ·
    Xiangtai Li
    ,
    Haobo Yuan
    ,
    Wei Li
    ,
    Henghui Ding
    ,
    Size Wu
    , Wenwei Zhang,
    Yining Li
    ,
    Kai Chen
    ,
    Chen Change Loy
  33. ScanReason: Empowering 3D Visual Grounding with Reasoning Capabilities
    ECCV 2024 ·
    Chenming Zhu
    ,
    Tai Wang
    , Wenwei Zhang,
    Kai Chen
    ,
    Xihui Liu
  34. T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step
    ACL 2024 ·
    Zehui Chen
    ,
    Weihua Du
    , Wenwei Zhang,
    Kuikun Liu
    ,
    Jiangning Liu
    ,
    Miao Zheng
    ,
    Jingming Zhuo
    ,
    Songyang Zhang
    ,
    Dahua Lin
    ,
    Kai Chen
    ,
    Feng Zhao
  35. Unified Human-Scene Interaction via Prompted Chain-of-Contacts
    ICLR 2024 ·
    Zeqi Xiao
    ,
    Tai Wang
    ,
    Jingbo Wang
    ,
    Jinkun Cao
    , Wenwei Zhang,
    Bo Dai
    ,
    Dahua Lin
    ,
    Jiangmiao Pang