PPaperPicks

Wengang Zhou

University of Science and Technology of China, Department of Electronic Engineering and Information Science, MCC Lab, Hefei, China

42 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1690-9836 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×10ACL ×6AAAI ×5ICLR ×5NeurIPS ×5ACM MM ×2ICCV ×2ICML ×2ECCV ×1EMNLP ×1ICRA ×1IJCAI ×1WWW ×1

Frequent coauthors

Houqiang Li
×38
Min Wang
×7
Zongmeng Zhang
×6
Xiao Cui
×6
Weichao Zhao
×5
Jinhua Zhu
×4
Yulei Qin
×4
Zecheng Li
×4
Jianfeng Cai
×3
Dongyun Xue
×3
Li Li
×3
Mingxiao Feng
×3

Papers

  1. Bias Fitting to Mitigate Length Bias of Reward Model in RLHF
    ACL 2026 ·
    Kangwen Zhao
    ,
    Jianfeng Cai
    ,
    Jinhua Zhu
    ,
    Ruopei Sun
    ,
    Dongyun Xue
    , Wengang Zhou,
    Li Li
    ,
    Houqiang Li
  2. CodeContests-O: Powering LLMs via Feedback-Driven Iterative Test Case Generation
    ACL 2026 ·
    Jianfeng Cai
    ,
    Jinhua Zhu
    ,
    Ruopei Sun
    ,
    Kangwen Zhao
    ,
    Dongyun Xue
    ,
    Mingxiao Feng
    , Wengang Zhou,
    Houqiang Li
  3. DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding
    AAAI 2026 ·
    Junyu Xiong
    ,
    Yonghui Wang
    ,
    Weichao Zhao
    ,
    Chenyu Liu
    ,
    Bing Yin
    , Wengang Zhou,
    Houqiang Li
  4. Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models
    ACL 2026 ·
    Yufeng Shi
    ,
    Weilin Luo
    ,
    Yuxiang Zhang
    ,
    Zongmeng Zhang
    ,
    Haoyang Liu
    ,
    Yubing Wang
    ,
    Bin Wang
    , Wengang Zhou,
    Houqiang Li
  5. Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling
    AAAI 2026 ·
    Xiao Cui
    ,
    Yulei Qin
    ,
    Xinyue Li
    , Wengang Zhou,
    Hongsheng Li
    ,
    Houqiang Li
  6. SGA-MCTS: Decoupling Planning from Execution via Training-Free Atomic Experience Retrieval
    ACL 2026 ·
    Xin Xie
    ,
    Dongyun Xue
    ,
    Wuguannan Yao
    ,
    Mingxiao Feng
    , Wengang Zhou,
    Xiang Qi
    ,
    Houqiang Li
    ,
    Peng Zhang
  7. Active Perception Meets Rule-Guided RL: A Two-Phase Approach for Precise Object Navigation in Complex Environments
    ICCV 2025 ·
    Liang Qin
    ,
    Min Wang
    ,
    Peiwei Li
    , Wengang Zhou,
    Houqiang Li
  8. Adaptive Confidence-aware Preference-based Reinforcement Learning with Noisy Feedback
    WWW 2025 ·
    Yuhao Gong
    ,
    Zhenbo Lu
    ,
    Wanxuan Lu
    , Wengang Zhou,
    Houqiang Li
  9. Aligning Global Semantics and Local Textures in Generative Video Enhancement
    ICCV 2025 ·
    Zhikai Chen
    ,
    Fuchen Long
    ,
    Zhaofan Qiu
    ,
    Ting Yao
    , Wengang Zhou,
    Jiebo Luo
    ,
    Tao Mei
  10. Controllable Style Arithmetic with Language Models
    ACL 2025 ·
    Weiqi Wang
    , Wengang Zhou,
    Zongmeng Zhang
    ,
    Jie Zhao
    ,
    Houqiang Li
  11. Cross-Modal Consistency Learning for Sign Language Recognition
    CVPR 2025 ·
    Kepeng Wu
    ,
    Zecheng Li
    ,
    Weichao Zhao
    ,
    Hezhen Hu
    , Wengang Zhou,
    Houqiang Li
  12. DP-Habitat: Bridging the Gap Between Simulation and Reality for Visual Navigation in Dynamic Pedestrian Environments
    ICRA 2025 ·
    Liang Qin
    ,
    Min Wang
    ,
    Haodong Wang
    , Wengang Zhou,
    Houqiang Li
  13. DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
    CVPR 2025 ·
    Zhendong Wang
    ,
    Jianmin Bao
    ,
    Shuyang Gu
    ,
    Dong Chen
    , Wengang Zhou,
    Houqiang Li
  14. Detector-free Image Matching with Lightweight Backbone and Feature Filtering
    CVPR 2025 ·
    Xiaolong Guo
    ,
    Min Wang
    ,
    Hui Wu
    , Wengang Zhou,
    Houqiang Li
  15. EG4D: Explicit Generation of 4D Object without Score Distillation
    ICLR 2025 ·
    Qi Sun
    ,
    Zhiyang Guo
    ,
    Ziyu Wan
    ,
    Jing Nathan Yan
    ,
    Shengming Yin
    , Wengang Zhou,
    Jing Liao
    ,
    Houqiang Li
  16. Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling
    NeurIPS 2025 ·
    Jiahao Wang
    ,
    Weiye Xu
    ,
    Aijun Yang
    , Wengang Zhou,
    Lewei Lu
    ,
    Houqiang Li
    ,
    Xiaohua Wang
    ,
    Jinguo Zhu
  17. I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models
    CVPR 2025 ·
    Dongnan Gui
    ,
    Xun Guo
    , Wengang Zhou,
    Yan Lu
  18. Image as a World: Generating Interactive World from Single Image via Panoramic Video Generation
    NeurIPS 2025 ·
    Dongnan Gui
    ,
    Xun Guo
    , Wengang Zhou,
    Yan Lu
  19. Make-It-Animatable: An Efficient Framework for Authoring Animation-Ready 3D Characters
    CVPR 2025 ·
    Zhiyang Guo
    ,
    Jinxu Xiang
    ,
    Kai Ma
    , Wengang Zhou,
    Houqiang Li
    ,
    Ran Zhang
  20. Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering
    NeurIPS 2025 ·
    Jianfeng Cai
    ,
    Jiale Hong
    ,
    Zongmeng Zhang
    , Wengang Zhou,
    Nianji Zhan
    ,
    Houqiang Li
  21. Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models
    AAAI 2025 ·
    Xiao Cui
    ,
    Mo Zhu
    ,
    Yulei Qin
    ,
    Liang Xie
    , Wengang Zhou,
    Houqiang Li
  22. OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation
    CVPR 2025 ·
    Xiao Cui
    ,
    Yulei Qin
    , Wengang Zhou,
    Hongsheng Li
    ,
    Houqiang Li
  23. Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
    NeurIPS 2025 ·
    Xiao Cui
    ,
    Yulei Qin
    , Wengang Zhou,
    Hongsheng Li
    ,
    Houqiang Li
  24. Robust Multimodal Large Language Models Against Modality Conflict
    ICML 2025 ·
    Zongmeng Zhang
    , Wengang Zhou,
    Jie Zhao
    ,
    Houqiang Li
  25. SLRTP2025 Sign Language Production Challenge: Methodology, Results and Future Work
    CVPR 2025 ·
    Harry Walsh
    ,
    Edward Fish
    ,
    Ozge Mercanoglu Sincan
    ,
    Mohamed Ilyes Lakhal
    ,
    Richard Bowden
    ,
    Neil Fox
    ,
    Bencie Woll
    ,
    Kepeng Wu
    ,
    Zecheng Li
    ,
    Weichao Zhao
    ,
    Haodong Wang
    , Wengang Zhou,
    Houqiang Li
    ,
    Shengeng Tang
    ,
    Jiayi He
    ,
    Xu Wang
    ,
    Ruobei Zhang
    ,
    Yaxiong Wang
    ,
    Lechao Cheng
    ,
    Sümeyye Meryem Tasyürek
    ,
    Tugçe Kiziltepe
    ,
    Hacer Yalim Keles
  26. Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
    IJCAI 2025 ·
    Yufei Yin
    ,
    Lechao Cheng
    , Wengang Zhou,
    Jiajun Deng
    ,
    Zhou Yu
    ,
    Houqiang Li
  27. SmartEraser: Remove Anything from Images using Masked-Region Guidance
    CVPR 2025 ·
    Longtao Jiang
    ,
    Zhendong Wang
    ,
    Jianmin Bao
    , Wengang Zhou,
    Dongdong Chen
    ,
    Lei Shi
    ,
    Dong Chen
    ,
    Houqiang Li
  28. Uni-Sign: Toward Unified Sign Language Understanding at Scale
    ICLR 2025 ·
    Zecheng Li
    , Wengang Zhou,
    Weichao Zhao
    ,
    Kepeng Wu
    ,
    Hezhen Hu
    ,
    Houqiang Li
  29. BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?
    EMNLP 2024 ·
    Zongmeng Zhang
    ,
    Jinhua Zhu
    , Wengang Zhou,
    Xiang Qi
    ,
    Peng Zhang
    ,
    Houqiang Li
  30. Exploring GPT-4 Vision for Text-to-Image Synthesis Evaluation
    ICLR 2024 ·
    Xiao Cui
    ,
    Qi Sun
    , Wengang Zhou,
    Houqiang Li
  31. FOREST2SEQ: Revitalizing Order Prior for Sequential Indoor Scene Synthesis
    ECCV 2024 ·
    Qi Sun
    ,
    Hang Zhou
    , Wengang Zhou,
    Li Li
    ,
    Houqiang Li
  32. Heredity-aware Child Face Image Generation with Latent Space Disentanglement
    ICLR 2024 ·
    Xiao Cui
    , Wengang Zhou,
    Houqiang Li
  33. Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval
    ICLR 2024 ·
    Yongchao Du
    ,
    Min Wang
    , Wengang Zhou,
    Shuping Hui
    ,
    Houqiang Li
  34. Instance-Aware Exploration-Verification-Exploitation for Instance ImageGoal Navigation
    CVPR 2024 ·
    Xiaohan Lei
    ,
    Min Wang
    , Wengang Zhou,
    Li Li
    ,
    Houqiang Li
  35. Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution
    CVPR 2024 ·
    Zhikai Chen
    ,
    Fuchen Long
    ,
    Zhaofan Qiu
    ,
    Ting Yao
    , Wengang Zhou,
    Jiebo Luo
    ,
    Tao Mei
  36. P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task
    ACM MM 2024 ·
    Weiye Xu
    ,
    Min Wang
    , Wengang Zhou,
    Houqiang Li
  37. Revisiting Open-Set Panoptic Segmentation
    AAAI 2024 ·
    Yufei Yin
    ,
    Hao Chen
    , Wengang Zhou,
    Jiajun Deng
    ,
    Haiming Xu
    ,
    Houqiang Li
  38. SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language Retrieval
    ACM MM 2024 ·
    Longtao Jiang
    ,
    Min Wang
    ,
    Zecheng Li
    ,
    Yao Fang
    , Wengang Zhou,
    Houqiang Li
  39. SUF: Stabilized Unconstrained Fine-Tuning for Offline-to-Online Reinforcement Learning
    AAAI 2024 ·
    Jiaheng Feng
    ,
    Mingxiao Feng
    ,
    Haolin Song
    , Wengang Zhou,
    Houqiang Li
  40. Semi-Supervised Spoken Language Glossification
    ACL 2024 ·
    Huijie Yao
    , Wengang Zhou,
    Hao Zhou
    ,
    Houqiang Li
  41. TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
    NeurIPS 2024 ·
    Weichao Zhao
    ,
    Hao Feng
    ,
    Qi Liu
    ,
    Jingqun Tang
    ,
    Binghong Wu
    ,
    Lei Liao
    ,
    Shu Wei
    ,
    Yongjie Ye
    ,
    Hao Liu
    , Wengang Zhou,
    Houqiang Li
    ,
    Can Huang
  42. Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
    ICML 2024 ·
    Zongmeng Zhang
    ,
    Yufeng Shi
    ,
    Jinhua Zhu
    , Wengang Zhou,
    Xiang Qi
    ,
    Peng Zhang
    ,
    Houqiang Li