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2020 – today
- 2026
[c5]Bohan Fu, Guanyi Qin, Fazhan Zhang, Zihao Huang, Mingxuan Li, Runze Hu:
DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment. AAAI 2026: 3985-3993- [i15]Bohan Fu, Guanyi Qin, Fazhan Zhang, Zihao Huang, Mingxuan Li, Runze Hu:
DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment. CoRR abs/2602.09531 (2026) - [i14]Guanyi Qin, Xiaozhen Wang, Zhu Zhuo, Chang Han Low, Yuancan Xiao, Yibing Fu, Haofeng Liu, Kai Wang, Chunjiang Li, Yueming Jin:
SurGo-R1: Benchmarking and Modeling Contextual Reasoning for Operative Zone in Surgical Video. CoRR abs/2602.21706 (2026) - [i13]Fengyang Xiao, Jingjia Feng, Peng Hu, Dingming Zhang, Lei Xu, Guanyi Qin, Lu Li, Chunming He, Sina Farsiu:
QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image Restoration. CoRR abs/2603.08030 (2026) - [i12]Fengyang Xiao, Peng Hu, Lei Xu, XingE Guo, Guanyi Qin, Yuqi Shen, Chengyu Fang, Rihan Zhang, Chunming He, Sina Farsiu:
Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration. CoRR abs/2603.29773 (2026) - [i11]Haofeng Liu, Ziyue Wang, Alex Y. W. Kong, Guanyi Qin, Yunqiu Xu, Chang Han Low, Mingqi Gao, Lap Yan Lennon Chan, Yueming Jin:
UniSurgSAM: A Unified Promptable Model for Reliable Surgical Video Segmentation. CoRR abs/2604.03645 (2026) - [i10]Lishen Qu, Yao Liu, Jie Liang, Hui Zeng, Wen Dai, Guanyi Qin, Ya-Nan Guan, Shihao Zhou, Jufeng Yang, Lei Zhang, Radu Timofte, Xiyuan Yuan, Wanjie Sun, Shihang Li
, Bo Zhang, Bin Chen, Jiannan Lin, Yuxu Chen, Qinquan Gao, Tong Tong, Song Gao, Jiacong Tang, Tao Hu, Xiaowen Ma, Qingsen Yan, Sunhan Xu, Juan Wang, Xinyu Sun, Lei Qi, He Xu, Jiachen Tu, Guoyi Xu, Yaoxin Jiang, Jiajia Liu, Yaokun Shi:
NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Multi-Exposure Image Fusion in Dynamic Scenes (Track 2). CoRR abs/2604.09030 (2026) - [i9]Ya'nan Guan, Shaonan Zhang, Hang Guo, Yawen Wang, Xinying Fan, Tianqu Zhuang, Jie Liang, Hui Zeng, Guanyi Qin, Lishen Qu, Tao Dai, Shu-Tao Xia, Lei Zhang, Radu Timofte, Bin Chen, Yuanbo Zhou, Hongwei Wang, Qinquan Gao, Tong Tong, Yanxin Qian, Lizhao You, Jingru Cong, Lei Xiong, Shuyuan Zhu, Zhi-Qiang Zhong, Kan Lv, Yang Yang, Kailing Tang, Minjian Zhang, Zhipei Lei, Zhe Xu, Liwen Zhang, Dingyong Gou, Yanlin Wu, Cong Li, Xiaohui Cui, Jiajia Liu, Guoyi Xu, Yaoxin Jiang, Yaokun Shi, Jiachen Tu, Liqing Wang, Shihang Li, Bo Zhang, Biao Wang, Haiming Xu, Xiang Long, Xurui Liao, Yanqiao Zhai, Haozhe Li, Shijun Shi, Jiangning Zhang, Yong Liu, Kai Hu, Jing Xu, Xianfang Zeng, Yuyang Liu, Minchen Wei:
NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3). CoRR abs/2604.11230 (2026) - [i8]Guanyi Qin, Jie Liang, Bingbing Zhang, Lishen Qu, Ya-Nan Guan, Hui Zeng, Lei Zhang, Radu Timofte, Jianhui Sun, Xinli Yue, Tao Shao, Huan Hou, Wenjie Liao, Shuhao Han, Jieyu Yuan, Chunle Guo, Chongyi Li, Zewen Chen, Yunze Liu, Jian Guo, Juan Wang, Yun Zeng, Bing Li, Weiming Hu, Hesong Li, Dehua Liu, Xinjie Zhang, Qiang Li, Li Yan, Wei Dong, Qingsen Yan, Xingcan Li, Shenglong Zhou, Manjiang Yin, Yinxiang Zhang, Hongbo Wang, Jikai Xu, Zhaohui Fan, Dandan Zhu, Wei Sun, Weixia Zhang, Kun Zhu, Nana Zhang, Kaiwei Zhang, Qianqian Zhang, Zhihan Zhang, William Gordon, Linwei Wu, Jiachen Tu, Guoyi Xu, Yaoxin Jiang, Cici Liu, Yaokun Shi:
NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1). CoRR abs/2604.12512 (2026) - [i7]Guanyi Qin, Junjie Zhang, Chunming He, Yibing Fu, Jie Liang, Tianhe Wu, Lei Zhang:
Tool-IQA: Augmenting Image Quality Assessment with Simple Tools. CoRR abs/2606.16082 (2026) - 2025
- [j1]Jialun Pei, Jiaan Zhang, Guanyi Qin, Kai Wang, Yueming Jin, Pheng-Ann Heng:
Instrument-Tissue-Guided Surgical Action Triplet Detection via Textual-Temporal Trail Exploration. IEEE Trans. Medical Imaging 44(12): 5278-5289 (2025) - [c4]Guanyi Qin, Ziyue Wang, Daiyun Shen, Haofeng Liu, Hantao Zhou, Junde Wu, Runze Hu, Yueming Jin:
Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation. ICCV 2025: 14431-14442 - [c3]Haofeng Liu, Mingqi Gao, Xuxiao Luo, Ziyue Wang, Guanyi Qin, Junde Wu, Yueming Jin:
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-Term Tracking. MICCAI (10) 2025: 435-445 - [c2]Hantao Zhou, Rui Yang, Longxiang Tang, Guanyi Qin, Runze Hu, Xiu Li:
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts. ACM Multimedia 2025: 8815-8824 - [i6]Hantao Zhou, Rui Yang, Longxiang Tang, Guanyi Qin, Yan Zhang, Runze Hu, Xiu Li:
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts. CoRR abs/2503.06678 (2025) - [i5]Haofeng Liu, Mingqi Gao, Xuxiao Luo, Ziyue Wang, Guanyi Qin, Junde Wu, Yueming Jin:
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking. CoRR abs/2505.08581 (2025) - [i4]Guanyi Qin, Ziyue Wang, Daiyun Shen, Haofeng Liu, Hantao Zhou, Junde Wu, Runze Hu, Yueming Jin:
Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation. CoRR abs/2507.18944 (2025) - [i3]Haofeng Liu, Ziyue Wang, Sudhanshu Mishra, Mingqi Gao, Guanyi Qin, Chang Han Low, Alex Y. W. Kong, Yueming Jin:
SAM2S: Segment Anything in Surgical Videos via Semantic Long-term Tracking. CoRR abs/2511.16618 (2025) - 2024
- [i2]Hantao Zhou, Longxiang Tang, Rui Yang, Guanyi Qin, Yan Zhang, Runze Hu, Xiu Li:
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment. CoRR abs/2406.01069 (2024) - 2023
- [c1]Guanyi Qin, Runze Hu, Yutao Liu, Xiawu Zheng, Haotian Liu, Xiu Li, Yan Zhang:
Data-Efficient Image Quality Assessment with Attention-Panel Decoder. AAAI 2023: 2091-2100 - [i1]Guanyi Qin, Runze Hu, Yutao Liu, Xiawu Zheng, Haotian Liu, Xiu Li, Yan Zhang:
Data-Efficient Image Quality Assessment with Attention-Panel Decoder. CoRR abs/2304.04952 (2023)
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