PPaperPicks

Yunhang Shen

32 papers at tracked venues · 31 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Ke Li
×20
Xing Sun
×16
Rongrong Ji
×16
Xiawu Zheng
×14
Shaohui Lin
×11
Chaoyou Fu
×9
Yan Zhang
×8
Mengdan Zhang
×8
Peixian Chen
×8
Liujuan Cao
×7
Shengchuan Zhang
×6
Runze Hu
×5

Papers

  1. Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction
    AAAI 2026 ·
    Jianghang Lin
    ,
    Yilin Lu
    ,
    Chaoyang Zhu
    , Yunhang Shen,
    Shengchuan Zhang
    ,
    Liujuan Cao
  2. BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution
    AAAI 2025 ·
    Zihao He
    ,
    Shengchuan Zhang
    ,
    Runze Hu
    , Yunhang Shen,
    Yan Zhang
  3. DS-VLM: Diffusion Supervision Vision Language Model
    ICML 2025 ·
    Zhen Sun
    , Yunhang Shen,
    Jie Li
    ,
    Xing Sun
    ,
    Pingyang Dai
    ,
    Liujuan Cao
    ,
    Rongrong Ji
  4. Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration
    AAAI 2025 ·
    Yunshuai Zhou
    ,
    Junbo Qiao
    ,
    Jincheng Liao
    ,
    Wei Li
    ,
    Simiao Li
    ,
    Jiao Xie
    , Yunhang Shen,
    Jie Hu
    ,
    Shaohui Lin
  5. Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification
    ICLR 2025 ·
    Wenxuan Huang
    ,
    Zijie Zhai
    , Yunhang Shen,
    Shaosheng Cao
    ,
    Fei Zhao
    ,
    Xiangfeng Xu
    ,
    Zheyu Ye
    ,
    Shaohui Lin
  6. Feature Denoising Diffusion Model for Blind Image Quality Assessment
    AAAI 2025 ·
    Xudong Li
    ,
    Yan Zhang
    , Yunhang Shen,
    Ke Li
    ,
    Runze Hu
    ,
    Xiawu Zheng
    ,
    Sicheng Zhao
  7. Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models
    ICCV 2025 ·
    Xudong Li
    ,
    Zihao Huang
    ,
    Yan Zhang
    , Yunhang Shen,
    Ke Li
    ,
    Xiawu Zheng
    ,
    Liujuan Cao
    ,
    Rongrong Ji
  8. FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression
    CVPR 2025 ·
    Bo Tong
    ,
    Bokai Lai
    ,
    Yiyi Zhou
    ,
    Gen Luo
    , Yunhang Shen,
    Ke Li
    ,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  9. FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification
    ICML 2025 ·
    Zhen Sun
    ,
    Lei Tan
    , Yunhang Shen,
    Chengmao Cai
    ,
    Xing Sun
    ,
    Pingyang Dai
    ,
    Liujuan Cao
    ,
    Rongrong Ji
  10. Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
    ICML 2025 ·
    Xiong Wang
    ,
    Yangze Li
    ,
    Chaoyou Fu
    ,
    Yike Zhang
    , Yunhang Shen,
    Lei Xie
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Long Ma
  11. From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors Via LLM-guided Symbolic Reasoning
    ICCV 2025 ·
    Yuhui Zeng
    ,
    Haoxiang Wu
    ,
    Wenjie Nie
    ,
    Guangyao Chen
    ,
    Xiawu Zheng
    , Yunhang Shen,
    Jun Peng
    ,
    Yonghong Tian
    ,
    Rongrong Ji
  12. Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
    ICLR 2025 ·
    Chenyu Zhou
    ,
    Mengdan Zhang
    ,
    Peixian Chen
    ,
    Chaoyou Fu
    , Yunhang Shen,
    Xiawu Zheng
    ,
    Xing Sun
    ,
    Rongrong Ji
  13. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
    NeurIPS 2025 ·
    Chaoyou Fu
    ,
    Peixian Chen
    , Yunhang Shen,
    Yulei Qin
    ,
    Mengdan Zhang
    ,
    Xu Lin
    ,
    Jinrui Yang
    ,
    Xiawu Zheng
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Yunsheng Wu
    ,
    Rongrong Ji
    ,
    Caifeng Shan
    ,
    Ran He
  14. Probability-Density-aware Semi-supervised Learning
    AAAI 2025 ·
    Shuyang Liu
    ,
    Ruiqiu Zheng
    , Yunhang Shen,
    Zhou Yu
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Shaohui Lin
  15. Towards Universal Perception through Language-Guided Open-World Object Detection
    ACM MM 2025 ·
    Zihan Wang
    , Yunhang Shen,
    Yuan Fang
    ,
    Zuwei Long
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Jiao Xie
    ,
    Shaohui Lin
  16. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
    NeurIPS 2025 ·
    Chaoyou Fu
    ,
    Haojia Lin
    ,
    Xiong Wang
    ,
    Yifan Zhang
    , Yunhang Shen,
    Xiaoyu Liu
    ,
    Haoyu Cao
    ,
    Zuwei Long
    ,
    Heting Gao
    ,
    Ke Li
    ,
    Long Ma
    ,
    Xiawu Zheng
    ,
    Rongrong Ji
    ,
    Xing Sun
    ,
    Caifeng Shan
    ,
    Ran He
  17. VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model
    NeurIPS 2025 ·
    Zuwei Long
    , Yunhang Shen,
    Chaoyou Fu
    ,
    Heting Gao
    ,
    Lijiang Li
    ,
    Peixian Chen
    ,
    Mengdan Zhang
    ,
    Hang Shao
    ,
    Jian Li
    ,
    Jinlong Peng
    ,
    Haoyu Cao
    ,
    Ke Li
    ,
    Rongrong Ji
    ,
    Xing Sun
  18. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    CVPR 2025 ·
    Chaoyou Fu
    ,
    Yuhan Dai
    ,
    Yongdong Luo
    ,
    Lei Li
    ,
    Shuhuai Ren
    ,
    Renrui Zhang
    ,
    Zihan Wang
    ,
    Chenyu Zhou
    , Yunhang Shen,
    Mengdan Zhang
    ,
    Peixian Chen
    ,
    Yanwei Li
    ,
    Shaohui Lin
    ,
    Sirui Zhao
    ,
    Ke Li
    ,
    Tong Xu
    ,
    Xiawu Zheng
    ,
    Enhong Chen
    ,
    Caifeng Shan
    ,
    Ran He
    ,
    Xing Sun
  19. Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion
    CVPR 2025 ·
    Xiangfeng Xu
    ,
    Pinyi Zhang
    ,
    Wenxuan Huang
    , Yunhang Shen,
    Haosheng Chen
    ,
    Jingzhong Lin
    ,
    Wei Li
    ,
    Gaoqi He
    ,
    Jiao Xie
    ,
    Shaohui Lin
  20. What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation
    ACM MM 2025 ·
    Jianghang Lin
    ,
    Yue Hu
    ,
    Jiangtao Shen
    , Yunhang Shen,
    Liujuan Cao
    ,
    Shengchuan Zhang
    ,
    Rongrong Ji
  21. Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs
    NeurIPS 2025 ·
    Xudong Li
    ,
    Mengdan Zhang
    ,
    Peixian Chen
    ,
    Xiawu Zheng
    ,
    Yan Zhang
    ,
    Jingyuan Zheng
    , Yunhang Shen,
    Ke Li
    ,
    Chaoyou Fu
    ,
    Xing Sun
    ,
    Rongrong Ji
  22. A General and Efficient Training for Transformer via Token Expansion
    CVPR 2024 ·
    Wenxuan Huang
    , Yunhang Shen,
    Jiao Xie
    ,
    Baochang Zhang
    ,
    Gaoqi He
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Shaohui Lin
  23. Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
    ICML 2024 ·
    Xudong Li
    ,
    Timin Gao
    ,
    Runze Hu
    ,
    Yan Zhang
    ,
    Shengchuan Zhang
    ,
    Xiawu Zheng
    ,
    Jingyuan Zheng
    , Yunhang Shen,
    Ke Li
    ,
    Yutao Liu
    ,
    Pingyang Dai
    ,
    Rongrong Ji
  24. Aligning and Prompting Everything All at Once for Universal Visual Perception
    CVPR 2024 · Yunhang Shen,
    Chaoyou Fu
    ,
    Peixian Chen
    ,
    Mengdan Zhang
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Yunsheng Wu
    ,
    Shaohui Lin
    ,
    Rongrong Ji
  25. Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
    ACM MM 2024 ·
    Timin Gao
    ,
    Peixian Chen
    ,
    Mengdan Zhang
    ,
    Chaoyou Fu
    , Yunhang Shen,
    Yan Zhang
    ,
    Shengchuan Zhang
    ,
    Xiawu Zheng
    ,
    Xing Sun
    ,
    Liujuan Cao
    ,
    Rongrong Ji
  26. Integrating Global Context Contrast and Local Sensitivity for Blind Image Quality Assessment
    ICML 2024 ·
    Xudong Li
    ,
    Runze Hu
    ,
    Jingyuan Zheng
    ,
    Yan Zhang
    ,
    Shengchuan Zhang
    ,
    Xiawu Zheng
    ,
    Ke Li
    , Yunhang Shen,
    Yutao Liu
    ,
    Pingyang Dai
    ,
    Rongrong Ji
  27. Multimodal Inplace Prompt Tuning for Open-set Object Detection
    ACM MM 2024 ·
    Guilin Li
    ,
    Mengdan Zhang
    ,
    Xiawu Zheng
    ,
    Peixian Chen
    ,
    Zihan Wang
    , Yunhang Shen,
    Mingchen Zhuge
    ,
    Chenglin Wu
    ,
    Fei Chao
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Rongrong Ji
  28. Rethinking Centered Kernel Alignment in Knowledge Distillation
    IJCAI 2024 ·
    Zikai Zhou
    , Yunhang Shen,
    Shitong Shao
    ,
    Linrui Gong
    ,
    Shaohui Lin
  29. SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space
    AAAI 2024 ·
    Yunchen Li
    ,
    Zhou Yu
    ,
    Gaoqi He
    , Yunhang Shen,
    Ke Li
    ,
    Xing Sun
    ,
    Shaohui Lin
  30. Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning
    AAAI 2024 ·
    Wensheng Pan
    ,
    Timin Gao
    ,
    Yan Zhang
    ,
    Xiawu Zheng
    , Yunhang Shen,
    Ke Li
    ,
    Runze Hu
    ,
    Yutao Liu
    ,
    Pingyang Dai
  31. Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
    CVPR 2024 ·
    Xinzi Cao
    ,
    Xiawu Zheng
    ,
    Guanhong Wang
    ,
    Weijiang Yu
    , Yunhang Shen,
    Ke Li
    ,
    Yutong Lu
    ,
    Yonghong Tian
  32. Weakly Supervised Open-Vocabulary Object Detection
    AAAI 2024 ·
    Jianghang Lin
    , Yunhang Shen,
    Bingquan Wang
    ,
    Shaohui Lin
    ,
    Ke Li
    ,
    Liujuan Cao