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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

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Venues

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

Frequent coauthors

Xiao Cui
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Zongmeng Zhang
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Jianfeng Cai
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Liang Qin
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Zhikai Chen
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Qi Sun
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Dongnan Gui
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Yufei Yin
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Longtao Jiang
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Kangwen Zhao
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Junyu Xiong
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Yufeng Shi
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Papers

  1. Bias Fitting to Mitigate Length Bias of Reward Model in RLHF
    ACL 2026 ·
    Kangwen Zhao
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  2. CodeContests-O: Powering LLMs via Feedback-Driven Iterative Test Case Generation
    ACL 2026 ·
    Jianfeng Cai
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  3. DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding
    AAAI 2026 ·
    Junyu Xiong
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  4. Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models
    ACL 2026 ·
    Yufeng Shi
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  5. Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling
    AAAI 2026 ·
    Xiao Cui
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  6. SGA-MCTS: Decoupling Planning from Execution via Training-Free Atomic Experience Retrieval
    ACL 2026 ·
    Xin Xie
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  7. Active Perception Meets Rule-Guided RL: A Two-Phase Approach for Precise Object Navigation in Complex Environments
    ICCV 2025 ·
    Liang Qin
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  8. Adaptive Confidence-aware Preference-based Reinforcement Learning with Noisy Feedback
    WWW 2025 ·
    Yuhao Gong
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  9. Aligning Global Semantics and Local Textures in Generative Video Enhancement
    ICCV 2025 ·
    Zhikai Chen
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  10. Controllable Style Arithmetic with Language Models
    ACL 2025 ·
    Weiqi Wang
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  11. Cross-Modal Consistency Learning for Sign Language Recognition
    CVPR 2025 ·
    Kepeng Wu
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  12. DP-Habitat: Bridging the Gap Between Simulation and Reality for Visual Navigation in Dynamic Pedestrian Environments
    ICRA 2025 ·
    Liang Qin
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  13. DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
    CVPR 2025 ·
    Zhendong Wang
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  14. Detector-free Image Matching with Lightweight Backbone and Feature Filtering
    CVPR 2025 ·
    Xiaolong Guo
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  15. EG4D: Explicit Generation of 4D Object without Score Distillation
    ICLR 2025 ·
    Qi Sun
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  16. Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling
    NeurIPS 2025 ·
    Jiahao Wang
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  17. I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models
    CVPR 2025 ·
    Dongnan Gui
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  18. Image as a World: Generating Interactive World from Single Image via Panoramic Video Generation
    NeurIPS 2025 ·
    Dongnan Gui
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  19. Make-It-Animatable: An Efficient Framework for Authoring Animation-Ready 3D Characters
    CVPR 2025 ·
    Zhiyang Guo
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  20. Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering
    NeurIPS 2025 ·
    Jianfeng Cai
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  21. Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models
    AAAI 2025 ·
    Xiao Cui
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  22. OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation
    CVPR 2025 ·
    Xiao Cui
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  23. Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
    NeurIPS 2025 ·
    Xiao Cui
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  24. Robust Multimodal Large Language Models Against Modality Conflict
    ICML 2025 ·
    Zongmeng Zhang
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  25. SLRTP2025 Sign Language Production Challenge: Methodology, Results and Future Work
    CVPR 2025 ·
    Harry Walsh
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  26. Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
    IJCAI 2025 ·
    Yufei Yin
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  27. SmartEraser: Remove Anything from Images using Masked-Region Guidance
    CVPR 2025 ·
    Longtao Jiang
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  28. Uni-Sign: Toward Unified Sign Language Understanding at Scale
    ICLR 2025 ·
    Zecheng Li
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  29. BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?
    EMNLP 2024 ·
    Zongmeng Zhang
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  30. Exploring GPT-4 Vision for Text-to-Image Synthesis Evaluation
    ICLR 2024 ·
    Xiao Cui
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  31. FOREST2SEQ: Revitalizing Order Prior for Sequential Indoor Scene Synthesis
    ECCV 2024 ·
    Qi Sun
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  32. Heredity-aware Child Face Image Generation with Latent Space Disentanglement
    ICLR 2024 ·
    Xiao Cui
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  33. Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval
    ICLR 2024 ·
    Yongchao Du
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  34. Instance-Aware Exploration-Verification-Exploitation for Instance ImageGoal Navigation
    CVPR 2024 ·
    Xiaohan Lei
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  35. Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution
    CVPR 2024 ·
    Zhikai Chen
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  36. P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task
    ACM MM 2024 ·
    Weiye Xu
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  37. Revisiting Open-Set Panoptic Segmentation
    AAAI 2024 ·
    Yufei Yin
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  38. SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language Retrieval
    ACM MM 2024 ·
    Longtao Jiang
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  39. SUF: Stabilized Unconstrained Fine-Tuning for Offline-to-Online Reinforcement Learning
    AAAI 2024 ·
    Jiaheng Feng
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  40. Semi-Supervised Spoken Language Glossification
    ACL 2024 ·
    Huijie Yao
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  41. TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
    NeurIPS 2024 ·
    Weichao Zhao
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  42. Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
    ICML 2024 ·
    Zongmeng Zhang
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