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Houqiang Li

University of Science and Technology of China, Department of Electrical Engineering and Information Science, Hefei, China

53 papers at tracked venues · 46 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2188-3028 ↗Google Scholar ↗Homepage ↗

Venues

CVPR ×12ACL ×8AAAI ×7ICLR ×5NeurIPS ×5ICML ×3ACM MM ×2ECCV ×2EMNLP ×2ICCV ×2IJCAI ×2WWW ×2ICRA ×1

Frequent coauthors

Wengang Zhou
×38
Min Wang
×7
Zongmeng Zhang
×6
Xiao Cui
×6
Weichao Zhao
×5
Jinhua Zhu
×4
Yulei Qin
×4
Zecheng Li
×4
Zhaoyang Jia
×4
Jiahao Li
×4
Bin Li
×4
Yan Lu
×4

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. Controllable Style Arithmetic with Language Models
    ACL 2025 ·
    Weiqi Wang
    ,
    Wengang Zhou
    ,
    Zongmeng Zhang
    ,
    Jie Zhao
    , Houqiang Li
  10. Cross-Modal Consistency Learning for Sign Language Recognition
    CVPR 2025 ·
    Kepeng Wu
    ,
    Zecheng Li
    ,
    Weichao Zhao
    ,
    Hezhen Hu
    ,
    Wengang Zhou
    , Houqiang Li
  11. 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
  12. Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
    NeurIPS 2025 ·
    Xiaoyi Zhang
    ,
    Zhaoyang Jia
    ,
    Zongyu Guo
    ,
    Jiahao Li
    ,
    Bin Li
    , Houqiang Li,
    Yan Lu
  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. Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings
    ACL 2025 ·
    Chenghao Sun
    ,
    Zhen Huang
    ,
    Yonggang Zhang
    ,
    Le Lu
    , Houqiang Li,
    Xinmei Tian
    ,
    Xu Shen
    ,
    Jieping Ye
  18. 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
  19. Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering
    NeurIPS 2025 ·
    Jianfeng Cai
    ,
    Jiale Hong
    ,
    Zongmeng Zhang
    ,
    Wengang Zhou
    ,
    Nianji Zhan
    , Houqiang Li
  20. 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
  21. OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation
    CVPR 2025 ·
    Xiao Cui
    ,
    Yulei Qin
    ,
    Wengang Zhou
    ,
    Hongsheng Li
    , Houqiang Li
  22. Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
    NeurIPS 2025 ·
    Xiao Cui
    ,
    Yulei Qin
    ,
    Wengang Zhou
    ,
    Hongsheng Li
    , Houqiang Li
  23. RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion
    CVPR 2025 ·
    Xiaomeng Chu
    ,
    Jiajun Deng
    ,
    Guoliang You
    ,
    Yifan Duan
    , Houqiang Li,
    Yanyong Zhang
  24. Robust Multimodal Large Language Models Against Modality Conflict
    ICML 2025 ·
    Zongmeng Zhang
    ,
    Wengang Zhou
    ,
    Jie Zhao
    , Houqiang Li
  25. S3R-GS: Streamlining the Pipeline for Large-Scale Street Scene Reconstruction
    ICCV 2025 ·
    Guangting Zheng
    ,
    Jiajun Deng
    ,
    Xiaomeng Chu
    ,
    Yu Yuan
    , Houqiang Li,
    Yanyong Zhang
  26. 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
  27. Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
    IJCAI 2025 ·
    Yufei Yin
    ,
    Lechao Cheng
    ,
    Wengang Zhou
    ,
    Jiajun Deng
    ,
    Zhou Yu
    , Houqiang Li
  28. 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
  29. TinySAM: Pushing the Envelope for Efficient Segment Anything Model
    AAAI 2025 ·
    Han Shu
    ,
    Wenshuo Li
    ,
    Yehui Tang
    ,
    Yiman Zhang
    ,
    Yihao Chen
    , Houqiang Li,
    Yunhe Wang
    ,
    Xinghao Chen
  30. Towards Practical Real-Time Neural Video Compression
    CVPR 2025 ·
    Zhaoyang Jia
    ,
    Bin Li
    ,
    Jiahao Li
    ,
    Wenxuan Xie
    ,
    Linfeng Qi
    , Houqiang Li,
    Yan Lu
  31. Uni-Sign: Toward Unified Sign Language Understanding at Scale
    ICLR 2025 ·
    Zecheng Li
    ,
    Wengang Zhou
    ,
    Weichao Zhao
    ,
    Kepeng Wu
    ,
    Hezhen Hu
    , Houqiang Li
  32. Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models
    ACL 2025 ·
    Wei Li
    ,
    Zhen Huang
    , Houqiang Li,
    Le Lu
    ,
    Yang Lu
    ,
    Xinmei Tian
    ,
    Xu Shen
    ,
    Jieping Ye
  33. BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?
    EMNLP 2024 ·
    Zongmeng Zhang
    ,
    Jinhua Zhu
    ,
    Wengang Zhou
    ,
    Xiang Qi
    ,
    Peng Zhang
    , Houqiang Li
  34. Exploring GPT-4 Vision for Text-to-Image Synthesis Evaluation
    ICLR 2024 ·
    Xiao Cui
    ,
    Qi Sun
    ,
    Wengang Zhou
    , Houqiang Li
  35. FOREST2SEQ: Revitalizing Order Prior for Sequential Indoor Scene Synthesis
    ECCV 2024 ·
    Qi Sun
    ,
    Hang Zhou
    ,
    Wengang Zhou
    ,
    Li Li
    , Houqiang Li
  36. Fact Embedding through Diffusion Model for Knowledge Graph Completion
    WWW 2024 ·
    Xiao Long
    ,
    Liansheng Zhuang
    ,
    Aodi Li
    , Houqiang Li,
    Shafei Wang
  37. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    ICML 2024 ·
    Wei Chen
    ,
    Zhen Huang
    ,
    Liang Xie
    ,
    Binbin Lin
    , Houqiang Li,
    Le Lu
    ,
    Xinmei Tian
    ,
    Deng Cai
    ,
    Yonggang Zhang
    ,
    Wenxiao Wang
    ,
    Xu Shen
    ,
    Jieping Ye
  38. Generative Latent Coding for Ultra-Low Bitrate Image Compression
    CVPR 2024 ·
    Zhaoyang Jia
    ,
    Jiahao Li
    ,
    Bin Li
    , Houqiang Li,
    Yan Lu
  39. Heredity-aware Child Face Image Generation with Latent Space Disentanglement
    ICLR 2024 ·
    Xiao Cui
    ,
    Wengang Zhou
    , Houqiang Li
  40. Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval
    ICLR 2024 ·
    Yongchao Du
    ,
    Min Wang
    ,
    Wengang Zhou
    ,
    Shuping Hui
    , Houqiang Li
  41. Instance-Aware Exploration-Verification-Exploitation for Instance ImageGoal Navigation
    CVPR 2024 ·
    Xiaohan Lei
    ,
    Min Wang
    ,
    Wengang Zhou
    ,
    Li Li
    , Houqiang Li
  42. InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
    CVPR 2024 ·
    Zigang Geng
    ,
    Binxin Yang
    ,
    Tiankai Hang
    ,
    Chen Li
    ,
    Shuyang Gu
    ,
    Ting Zhang
    ,
    Jianmin Bao
    ,
    Zheng Zhang
    , Houqiang Li,
    Han Hu
    ,
    Dong Chen
    ,
    Baining Guo
  43. Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding
    EMNLP 2024 ·
    Wei Li
    ,
    Zhen Huang
    ,
    Xinmei Tian
    ,
    Le Lu
    , Houqiang Li,
    Xu Shen
    ,
    Jieping Ye
  44. KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding
    AAAI 2024 ·
    Xiao Long
    ,
    Liansheng Zhuang
    ,
    Aodi Li
    ,
    Jiuchang Wei
    , Houqiang Li,
    Shafei Wang
  45. Learning Label Dependencies for Visual Information Extraction
    IJCAI 2024 ·
    Minghong Yao
    ,
    Liansheng Zhuang
    , Houqiang Li,
    Jiuchang Wei
  46. Long-Term Temporal Context Gathering for Neural Video Compression
    ECCV 2024 ·
    Linfeng Qi
    ,
    Zhaoyang Jia
    ,
    Jiahao Li
    ,
    Bin Li
    , Houqiang Li,
    Yan Lu
  47. P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task
    ACM MM 2024 ·
    Weiye Xu
    ,
    Min Wang
    ,
    Wengang Zhou
    , Houqiang Li
  48. Revisiting Open-Set Panoptic Segmentation
    AAAI 2024 ·
    Yufei Yin
    ,
    Hao Chen
    ,
    Wengang Zhou
    ,
    Jiajun Deng
    ,
    Haiming Xu
    , Houqiang Li
  49. 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
  50. SUF: Stabilized Unconstrained Fine-Tuning for Offline-to-Online Reinforcement Learning
    AAAI 2024 ·
    Jiaheng Feng
    ,
    Mingxiao Feng
    ,
    Haolin Song
    ,
    Wengang Zhou
    , Houqiang Li
  51. Semi-Supervised Spoken Language Glossification
    ACL 2024 ·
    Huijie Yao
    ,
    Wengang Zhou
    ,
    Hao Zhou
    , Houqiang Li
  52. 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
  53. 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