PPaperPicks

Qingsen Yan

20 papers at tracked venues · 20 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Yanning Zhang
×12
Peng Wu
×11
Wei Dong
×10
Tao Hu
×8
Yixu Feng
×7
Haokui Zhang
×4
Yu Cao
×4
Radu Timofte
×4
Peng Wang
×3
Yang Yang
×3
Kangbiao Shi
×3
Guansong Pang
×3

Papers

  1. Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
    AAAI 2026 ·
    Yuhang Han
    ,
    Xuyang Liu
    ,
    Zihan Zhang
    ,
    Pengxiang Ding
    ,
    Junjie Chen
    ,
    Honggang Chen
    ,
    Donglin Wang
    , Qingsen Yan,
    Siteng Huang
  2. Efficient Adaptation of Pre-Trained Vision Transformer Underpinned by Approximately Orthogonal Fine-Tuning Strategy
    ICCV 2025 ·
    Yiting Yang
    ,
    Hao Luo
    ,
    Yuan Sun
    , Qingsen Yan,
    Haokui Zhang
    ,
    Wei Dong
    ,
    Guoqing Wang
    ,
    Peng Wang
    ,
    Yang Yang
    ,
    Hengtao Shen
  3. Flow-Guided Deformable Alignment with Channel-wise Self-Attention Reconstruct for Efficient Burst HDR Restoration
    CVPR 2025 ·
    Weiyu Zhou
    ,
    Tao Hu
    ,
    Yixu Feng
    ,
    Duwei Dai
    ,
    Yu Cao
    ,
    Peng Wu
    ,
    Wei Dong
    ,
    Yanning Zhang
    , Qingsen Yan
  4. FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement
    CVPR 2025 ·
    Kangbiao Shi
    ,
    Yixu Feng
    ,
    Tao Hu
    ,
    Yu Cao
    ,
    Peng Wu
    ,
    Yijin Liang
    ,
    Yanning Zhang
    , Qingsen Yan
  5. HVI: A New Color Space for Low-light Image Enhancement
    CVPR 2025 · Qingsen Yan,
    Yixu Feng
    ,
    Cheng Zhang
    ,
    Guansong Pang
    ,
    Kangbiao Shi
    ,
    Peng Wu
    ,
    Wei Dong
    ,
    Jinqiu Sun
    ,
    Yanning Zhang
  6. Learnable Feature Patches and Vectors for Boosting Low-Light Image Enhancement Without External Knowledge
    ICCV 2025 ·
    Xiaogang Xu
    ,
    Jiafei Wu
    , Qingsen Yan,
    Jiequan Cui
    ,
    Richang Hong
    ,
    Bei Yu
  7. NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results
    CVPR 2025 ·
    Sangmin Lee
    ,
    Eunpil Park
    ,
    Angel Canelo
    ,
    Hyunhee Park
    ,
    Youngjo Kim
    ,
    Hyung-Ju Chun
    ,
    Xin Jin
    ,
    Chongyi Li
    ,
    Chun-Le Guo
    ,
    Radu Timofte
    ,
    Qi Wu
    ,
    Tianheng Qiu
    ,
    Yuchun Dong
    ,
    Shenglin Ding
    ,
    Guanghua Pan
    ,
    Weiyu Zhou
    ,
    Tao Hu
    ,
    Yixu Feng
    ,
    Duwei Dai
    ,
    Yu Cao
    ,
    Peng Wu
    ,
    Wei Dong
    ,
    Yanning Zhang
    , Qingsen Yan,
    Simon J. Larsen
    ,
    Senyan Xu
    ,
    Xingbo Wang
    ,
    Ruixuan Jiang
    ,
    Xin Lu
    ,
    Marcos V. Conde
    ,
    Javier Abad-Hernández
    ,
    Álvaro García-Lara
    ,
    Daniel Feijoo
    ,
    Álvaro García
    ,
    Zeyu Xiao
    ,
    Zhuoyuan Li
  8. NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
    CVPR 2025 ·
    Xiaoning Liu
    ,
    Zongwei Wu
    ,
    Florin-Alexandru Vasluianu
    ,
    Hailong Yan
    ,
    Bin Ren
    ,
    Yulun Zhang
    ,
    Shuhang Gu
    ,
    Le Zhang
    ,
    Ce Zhu
    ,
    Radu Timofte
    ,
    Kangbiao Shi
    ,
    Yixu Feng
    ,
    Tao Hu
    ,
    Yu Cao
    ,
    Peng Wu
    ,
    Yijin Liang
    ,
    Yanning Zhang
    , Qingsen Yan,
    Han Zhou
    ,
    Wei Dong
    ,
    Yan Min
    ,
    Mohab Kishawy
    ,
    Jun Chen
    ,
    Pengpeng Yu
    ,
    Anjin Park
    ,
    Seung-Soo Lee
    ,
    Young-Joon Park
    ,
    Zixiao Hu
    ,
    Junyv Liu
    ,
    Huilin Zhang
    ,
    Jun Zhang
    ,
    Fei Wan
    ,
    Bingxin Xu
    ,
    Hongzhe Liu
    ,
    Cheng Xu
    ,
    Weiguo Pan
    ,
    Songyin Dai
    ,
    Xunpeng Yi
    ,
    Qinglong Yan
    ,
    Yibing Zhang
    ,
    Jiayi Ma
    ,
    Changhui Hu
    ,
    Kerui Hu
    ,
    Donghang Jing
    ,
    Tiesheng Chen
    ,
    Zhi Jin
    ,
    Hongjun Wu
    ,
    Biao Huang
    ,
    Haitao Ling
    ,
    Jiahao Wu
    ,
    Dandan Zhan
    ,
    G. Gyaneshwar Rao
    ,
    Vijayalaxmi Ashok Aralikatti
    ,
    Nikhil Akalwadi
    ,
    Ramesh Ashok Tabib
    ,
    Uma Mudenagudi
    ,
    Ruirui Lin
    ,
    Guoxi Huang
    ,
    Nantheera Anantrasirichai
    ,
    Qirui Yang
    ,
    Alexandru Brateanu
    ,
    Ciprian Orhei
    ,
    Cosmin Ancuti
    ,
    Daniel Feijoo
    ,
    Juan C. Benito
    ,
    Álvaro García
    ,
    Marcos V. Conde
    ,
    Yang Qin
    ,
    Raul Balmez
    ,
    Anas M. Ali
    ,
    Bilel Benjdira
    ,
    Wadii Boulila
    ,
    Tianyi Mao
    ,
    Huan Zheng
    ,
    Yanyan Wei
    ,
    Shengeng Tang
    ,
    Dan Guo
    ,
    Zhao Zhang
    ,
    Sabari Nathan
    ,
    K. Uma
    ,
    A. Sasithradevi
    ,
    B. Sathya Bama
    ,
    S. Mohamed Mansoor Roomi
    ,
    Ao Li
    ,
    Xiangtao Zhang
    ,
    Zhe Liu
    ,
    Yijie Tang
    ,
    Jialong Tang
    ,
    Zhicheng Fu
    ,
    Gong Chen
    ,
    Joe Nasti
    ,
    John Nicholson
    ,
    Zeyu Xiao
    ,
    Zhuoyuan Li
    ,
    Ashutosh Kulkarni
    ,
    Prashant W. Patil
    ,
    Santosh Kumar Vipparthi
    ,
    Subrahmanyam Murala
    ,
    Duan Liu
    ,
    Weile Li
    ,
    Hangyuan Lu
    ,
    Rixian Liu
    ,
    Tengfeng Wang
    ,
    Jinxing Liang
    ,
    Chenxin Yu
  9. TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings
    AAAI 2025 ·
    Dawei Yan
    ,
    Pengcheng Li
    ,
    Yang Li
    ,
    Hao Chen
    ,
    Qingguo Chen
    ,
    Weihua Luo
    ,
    Wei Dong
    , Qingsen Yan,
    Haokui Zhang
    ,
    Chunhua Shen
  10. Text-Visual Semantic Constrained AI-Generated Image Quality Assessment
    ACM MM 2025 ·
    Qiang Li
    , Qingsen Yan,
    Haojian Huang
    ,
    Peng Wu
    ,
    Haokui Zhang
    ,
    Yanning Zhang
  11. Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition
    CVPR 2024 ·
    Genggeng Chen
    ,
    Kexin Dai
    ,
    Kangzhen Yang
    ,
    Tao Hu
    ,
    Xiangyu Chen
    ,
    Yongqing Yang
    ,
    Wei Dong
    ,
    Peng Wu
    ,
    Yanning Zhang
    , Qingsen Yan
  12. CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task
    CVPR 2024 ·
    Kangzhen Yang
    ,
    Tao Hu
    ,
    Kexin Dai
    ,
    Genggeng Chen
    ,
    Yu Cao
    ,
    Wei Dong
    ,
    Peng Wu
    ,
    Yanning Zhang
    , Qingsen Yan
  13. DiffLight: Integrating Content and Detail for Low-light Image Enhancement
    CVPR 2024 ·
    Yixu Feng
    ,
    Shuo Hou
    ,
    Haotian Lin
    ,
    Yu Zhu
    ,
    Peng Wu
    ,
    Wei Dong
    ,
    Jinqiu Sun
    , Qingsen Yan,
    Yanning Zhang
  14. Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
    NeurIPS 2024 ·
    Wei Dong
    ,
    Yuan Sun
    ,
    Yiting Yang
    ,
    Xing Zhang
    ,
    Zhijun Lin
    , Qingsen Yan,
    Haokui Zhang
    ,
    Peng Wang
    ,
    Yang Yang
    ,
    Hengtao Shen
  15. Generating Content for HDR Deghosting from Frequency View
    CVPR 2024 ·
    Tao Hu
    , Qingsen Yan,
    Yuankai Qi
    ,
    Yanning Zhang
  16. Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach
    CVPR 2024 ·
    Wei Dong
    ,
    Xing Zhang
    ,
    Bihui Chen
    ,
    Dawei Yan
    ,
    Zhijun Lin
    , Qingsen Yan,
    Peng Wang
    ,
    Yang Yang
  17. NTIRE 2024 Challenge on Bracketing Image Restoration and Enhancement: Datasets, Methods and Results
    CVPR 2024 ·
    Zhilu Zhang
    ,
    Shuohao Zhang
    ,
    Renlong Wu
    ,
    Wangmeng Zuo
    ,
    Radu Timofte
    ,
    Xiaoxia Xing
    ,
    Hyunhee Park
    ,
    Sejun Song
    ,
    Changho Kim
    ,
    Xiangyu Kong
    ,
    Jinlong Wu
    ,
    Jianxing Zhang
    ,
    Jingfan Tan
    ,
    Zikun Liu
    ,
    Wenhan Luo
    ,
    Wenjie Lin
    ,
    Chengzhi Jiang
    ,
    Mingyan Han
    ,
    Zhen Liu
    ,
    Ting Jiang
    ,
    Jinting Luo
    ,
    Shen Cheng
    ,
    Linze Li
    ,
    Xinhan Niu
    ,
    Shuaicheng Liu
    ,
    Kexin Dai
    ,
    Kangzhen Yang
    ,
    Tao Hu
    ,
    Xiangyu Chen
    ,
    Yu Cao
    , Qingsen Yan,
    Yanning Zhang
    ,
    Genggeng Chen
    ,
    Yongqing Yang
    ,
    Wei Dong
    ,
    Xinwei Dai
    ,
    Yuanbo Zhou
    ,
    Xintao Qiu
    ,
    Hui Tang
    ,
    Wei Deng
    ,
    Qingquan Gao
    ,
    Tong Tong
    ,
    Peng Zhang
    ,
    Yifei Chen
    ,
    Wenbo Xiong
    ,
    Zhijun Song
    ,
    Pu Cheng
    ,
    Taolue Feng
    ,
    Yunqing He
    ,
    Daiguo Zhou
    ,
    Ying Huang
    ,
    Xiaowen Ma
    ,
    Peng Wu
  18. NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
    CVPR 2024 ·
    Xiaoning Liu
    ,
    Zongwei Wu
    ,
    Ao Li
    ,
    Florin-Alexandru Vasluianu
    ,
    Yulun Zhang
    ,
    Shuhang Gu
    ,
    Le Zhang
    ,
    Ce Zhu
    ,
    Radu Timofte
    ,
    Zhi Jin
    ,
    Hongjun Wu
    ,
    Chenxi Wang
    ,
    Haitao Ling
    ,
    Yuanhao Cai
    ,
    Hao Bian
    ,
    Yuxin Zheng
    ,
    Jing Lin
    ,
    Alan L. Yuille
    ,
    Ben Shao
    ,
    Jin Guo
    ,
    Tianli Liu
    ,
    Mohao Wu
    ,
    Yixu Feng
    ,
    Shuo Hou
    ,
    Haotian Lin
    ,
    Yu Zhu
    ,
    Peng Wu
    ,
    Wei Dong
    ,
    Jinqiu Sun
    ,
    Yanning Zhang
    , Qingsen Yan,
    Wenbin Zou
    ,
    Weipeng Yang
    ,
    Yunxiang Li
    ,
    Qiaomu Wei
    ,
    Tian Ye
    ,
    Sixiang Chen
    ,
    Zhao Zhang
    ,
    Suiyi Zhao
    ,
    Bo Wang
    ,
    Yan Luo
    ,
    Zhichao Zuo
    ,
    Mingshen Wang
    ,
    Junhu Wang
    ,
    Yanyan Wei
    ,
    Xiaopeng Sun
    ,
    Yu Gao
    ,
    Jiancheng Huang
    ,
    Hongming Chen
    ,
    Xiang Chen
    ,
    Hui Tang
    ,
    Yuanbin Chen
    ,
    Yuanbo Zhou
    ,
    Xinwei Dai
    ,
    Xintao Qiu
    ,
    Wei Deng
    ,
    Qinquan Gao
    ,
    Tong Tong
    ,
    Mingjia Li
    ,
    Jin Hu
    ,
    Xinyu He
    ,
    Xiaojie Guo
    ,
    Sabarinathan
    ,
    K. Uma
    ,
    A. Sasithradevi
    ,
    B. Sathya Bama
    ,
    S. Mohamed Mansoor Roomi
    ,
    V. Srivatsav
    ,
    Jinjuan Wang
    ,
    Long Sun
    ,
    Qiuying Chen
    ,
    Jiahong Shao
    ,
    Yizhi Zhang
    ,
    Marcos V. Conde
    ,
    Daniel Feijoo
    ,
    Juan C. Benito
    ,
    Álvaro García
    ,
    Jaeho Lee
    ,
    Seongwan Kim
    ,
    S. M. A. Sharif
    ,
    Nodirkhuja Khujaev
    ,
    Roman Tsoy
    ,
    Ali Murtaza
    ,
    Uswah Khairuddin
    ,
    Ahmad 'Athif Mohd Faudzi
    ,
    Sampada Malagi
    ,
    Amogh Joshi
    ,
    Nikhil Akalwadi
    ,
    Chaitra Desai
    ,
    Ramesh Ashok Tabib
    ,
    Uma Mudenagudi
    ,
    Wenyi Lian
    ,
    Wenjing Lian
    ,
    Jagadeesh Kalyanshetti
    ,
    Vijayalaxmi Ashok Aralikatti
    ,
    Palani Yashaswini
    ,
    Nitish Upasi
    ,
    Dikshit Hegde
    ,
    Ujwala Patil
    ,
    Sujata C
    ,
    Xingzhuo Yan
    ,
    Wei Hao
    ,
    Minghan Fu
    ,
    Pooja Choksy
    ,
    Anjali Sarvaiya
    ,
    Kishor P. Upla
    ,
    Kiran B. Raja
    ,
    Hailong Yan
    ,
    Yunkai Zhang
    ,
    Baiang Li
    ,
    Jingyi Zhang
    ,
    Huan Zheng
  19. VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection
    AAAI 2024 ·
    Peng Wu
    ,
    Xuerong Zhou
    ,
    Guansong Pang
    ,
    Lingru Zhou
    , Qingsen Yan,
    Peng Wang
    ,
    Yanning Zhang
  20. Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts
    ACM MM 2024 ·
    Peng Wu
    ,
    Xuerong Zhou
    ,
    Guansong Pang
    ,
    Zhiwei Yang
    , Qingsen Yan,
    Peng Wang
    ,
    Yanning Zhang