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Kun Yuan

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

76

Venues

23

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

76 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIWhere It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion.Meng Wei, Kun Yuan, Shi Li, Yue Zhou, Long Bai, Nassir Navab, Hongliang Ren, Hong Joo Lee, Tom Vercauteren, Nicolas Padoy
2025AAAIMedical Multimodal Model Stealing Attacks via Adversarial Domain Alignment.Yaling Shen, Zhixiong Zhuang, Kun Yuan, Maria-Irina Nicolae, Nassir Navab, Nicolas Padoy, Mario Fritz
2025ACLHATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference.Ping Gong, Jiawei Yi, Shengnan Wang, Juncheng Zhang, Zewen Jin, Ouxiang Zhou, Ruibo Liu, Guanbin Xu, Youhui Bai, Bowen Ye, Kun Yuan, Tong Yang, Gong Zhang, Renhai Chen, Feng Wu, Cheng Li
2025CloudComGreedy Low-Rank Gradient Compression Provably Converges for Distributed Learning.Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Yanjie Dong, Kun Yuan
2025CloudComAn All-Reduce Compatible Top-$K$ Compressor for Communication-Efficient Distributed Learning.Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan
2025CVPRNTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study.Xin Li, Xijun Wang, Bingchen Li, Kun Yuan, Yizhen Shao, Suhang Yao, Ming Sun, Chao Zhou, Radu Timofte, Zhibo Chen
2025CVPRNTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results.Xin Li, Kun Yuan, Bingchen Li, Fengbin Guan, Yizhen Shao, Zihao Yu, Xijun Wang, Yiting Lu, Wei Luo, Suhang Yao, Ming Sun, Chao Zhou, Zhibo Chen, Radu Timofte, Yabin Zhang, Ao-Xiang Zhang, Tianwu Zhi, Jianzhao Liu, Yang Li, Jingwen Xu, Yiting Liao, Yushen Zuo, Mingyang Wu, Renjie Li, Shengyun Zhong, Zhengzhong Tu, Yufan Liu, Xiangguang Chen, Zuowei Cao, Minhao Tang, Shan Liu, Kexin Zhang, Jingfen Xie, Yan Wang, Kai Chen, Shijie Zhao, Yunchen Zhang, Xiangkai Xu, Hong Gao, Ji Shi, Yiming Bao, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Ying Liang, Yiwen Wang, Xinning Chai, Yuxuan Zhang, Zhengxue Cheng, Yingsheng Qin, Yucai Yang, Rong Xie, Li Song, Wei Sun, Kang Fu, Linhan Cao, Dandan Zhu, Kaiwei Zhang, Yucheng Zhu, Zicheng Zhang, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Zhi Jin, Jiawei Wu, Wei Wang, Wenjian Zhang, Yuhai Lan, Gaoxiong Yi, Hengyuan Na, Wang Luo, Di Wu, Mingyin Bai, Jiawang Du, Zilong Lu, Zhenyu Jiang, Hui Zeng, Ziguan Cui, Zongliang Gan, Guijin Tang, Xinglin Xie, Kehuan Song, Xiaoqiang Lu, Licheng Jiao, Fang Liu, Xu Liu, Puhua Chen, Ha Thu Nguyen, Katrien De Moor, Seyed Ali Amirshahi, Mohamed-Chaker Larabi, Qi Tang, Linfeng He, Zhiyong Gao, Zixuan Gao, Guohua Zhang, Zhiye Huang, Yi Deng, Qingmiao Jiang, Lu Chen, Yi Yang, Xi Liao, Nourine Mohammed Nadir, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang, Shuyuan Zhu, Bing Zeng, David Bull, Meiqin Liu, Chao Yao, Yao Zhao
2025CVPRMM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments.Ege zsoy, Chantal Pellegrini, Tobias Czempiel, Felix Tristram, Kun Yuan, David Bani-Harouni, Ulrich Eck, Benjamin Busam, Matthias Keicher, Nassir Navab
2025CVPRKVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception.Yunpeng Qu, Kun Yuan, Qizhi Xie, Ming Sun, Chao Zhou, Jian Wang
2025EMNLPReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment.Ruochen Li, Jun Li, Bailiang Jian, Kun Yuan, Youxiang Zhu
2025ICCVOphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining.Ming Hu, Kun Yuan, Yaling Shen, Feilong Tang, Xiaohao Xu, Lin Zhou, Wei Li, Ying Chen, Zhongxing Xu, Zelin Peng, Siyuan Yan, Vinkle Srivastav, Diping Song, Tianbin Li, Danli Shi, Jin Ye, Nicolas Padoy, Nassir Navab, Junjun He, Zongyuan Ge
2025ICLREnhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures.Yiming Chen, Yuan Zhang, Liyuan Cao, Kun Yuan, Zaiwen Wen
2025ICMLEfficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance.Lisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen
2025ICMLA Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models.Yiming Chen, Yuan Zhang, Yin Liu, Kun Yuan, Zaiwen Wen
2025ICMLSubspace Optimization for Large Language Models with Convergence Guarantees.Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan
2025ICMLAchieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks.Liyuan Liang, Xinyi Chen, Gan Luo, Kun Yuan
2025ICMLVisual Autoregressive Modeling for Image Super-Resolution.Yunpeng Qu, Kun Yuan, Jinhua Hao, Kai Zhao, Qizhi Xie, Ming Sun, Chao Zhou
2025ICMLDistributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold.Yilong Song, Peijin Li, Bin Gao, Kun Yuan
2025MICCAIMulti-modal Representations for Fine-Grained Multi-Label Critical View of Safety Recognition.Britty Baby, Vinkle Srivastav, Pooja P. Jain, Kun Yuan, Pietro Mascagni, Nicolas Padoy
2025MICCAISurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting.Yiming Huang, Long Bai, Beilei Cui, Kun Yuan, Guankun Wang, Mobarak I. Hoque, Nicolas Padoy, Nassir Navab, Hongliang Ren
2025MICCAICan DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted Surgery.Boyi Ma, Yanguang Zhao, Jie Wang, Guankun Wang, Kun Yuan, Tong Chen, Long Bai, Hongliang Ren
2025MICCAIRecognizing Surgical Phases Anywhere: Few-Shot Test-Time Adaptation and Task-Graph Guided Refinement.Kun Yuan, Tingxuan Chen, Shi Li, Jol L. Lavanchy, Christian Heiliger, Ege zsoy, Yiming Huang, Long Bai, Nassir Navab, Vinkle Srivastav, Hongliang Ren, Nicolas Padoy
2024CVPRNTIRE 2024 Challenge on Image Super-Resolution (4): Methods and Results.Zheng Chen, Zongwei Wu, Eduard Zamfir, Kai Zhang, Yulun Zhang, Radu Timofte, Xiaokang Yang, Hongyuan Yu, Cheng Wan, Yuxin Hong, Zhijuan Huang, Yajun Zou, Yuan Huang, Jiamin Lin, Bingnan Han, Xianyu Guan, Yongsheng Yu, Daoan Zhang, Xuanwu Yin, Kunlong Zuo, Jinhua Hao, Kai Zhao, Kun Yuan, Ming Sun, Chao Zhou, Hongyu An, Xinfeng Zhang, Zhiyuan Song, Ziyue Dong, Qing Zhao, Xiaogang Xu, Pengxu Wei, Zhi-Chao Dou, Gui-Ling Wang, Chih-Chung Hsu, Chia-Ming Lee, Yi-Shiuan Chou, Cansu Korkmaz, A. Murat Tekalp, Yubin Wei, Xiaole Yan, Binren Li, Haonan Chen, Siqi Zhang, Sihan Chen, Amogh Joshi, Nikhil Akalwadi, Sampada Malagi, Palani Yashaswini, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi, Anjali Sarvaiya, Pooja Choksy, Jagrit Joshi, Shubh Kawa, Kishor P. Upla, Sushrut Patwardhan, Raghavendra Ramachandra, Sadat Hossain, Geongi Park, S. M. Nadim Uddin, Hao Xu, Yanhui Guo, Aman Urumbekov, Xingzhuo Yan, Wei Hao, Minghan Fu, Isaac Orais, Samuel Smith, Ying Liu, Wangwang Jia, Qisheng Xu, Kele Xu, Weijun Yuan, Zhan Li, Wenqing Kuang, Ruijin Guan, Ruting Deng, Zhao Zhang, Bo Wang, Suiyi Zhao, Yan Luo, Yanyan Wei, Asif Hussain Khan, Christian Micheloni, Niki Martinel
2024CVPRNTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results.Xin Li, Kun Yuan, Yajing Pei, Yiting Lu, Ming Sun, Chao Zhou, Zhibo Chen, Radu Timofte, Wei Sun, Haoning Wu, Zicheng Zhang, Jun Jia, Zhichao Zhang, Linhan Cao, Qiubo Chen, Xiongkuo Min, Weisi Lin, Guangtao Zhai, Jianhui Sun, Tianyi Wang, Lei Li, Han Kong, Wenxuan Wang, Bing Li, Cheng Luo, Haiqiang Wang, Xiangguang Chen, Wenhui Meng, Xiang Pan, Huiying Shi, Han Zhu, Xiaozhong Xu, Lei Sun, Zhenzhong Chen, Shan Liu, Fangyuan Kong, Haotian Fan, Yifang Xu, Haoran Xu, Mengduo Yang, Jie Zhou, Jiaze Li, Shijie Wen, Mai Xu, Da Li, Shunyu Yao, Jiazhi Du, Wangmeng Zuo, Zhibo Li, Shuai He, Anlong Ming, Huiyuan Fu, Huadong Ma, Yong Wu, Fie Xue, Guozhi Zhao, Lina Du, Jie Guo, Yu Zhang, Huimin Zheng, Junhao Chen, Yue Liu, Dulan Zhou, Kele Xu, Qisheng Xu, Tao Sun, Zhixiang Ding, Yuhang Hu
2024CVPRKVQ: Kwai Video Quality Assessment for Short-form Videos.Yiting Lu, Xin Li, Yajing Pei, Kun Yuan, Qizhi Xie, Yunpeng Qu, Ming Sun, Chao Zhou, Zhibo Chen
2024CVPRPTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild.Kun Yuan, Hongbo Liu, Mading Li, Muyi Sun, Ming Sun, Jiachao Gong, Jinhua Hao, Chao Zhou, Yansong Tang
2024ECCVXPSR: Cross-Modal Priors for Diffusion-Based Image Super-Resolution.Yunpeng Qu, Kun Yuan, Kai Zhao, Qizhi Xie, Jinhua Hao, Ming Sun, Chao Zhou
2024ICASSPAsynchronous Diffusion Learning with Agent Subsampling and Local Updates.Elsa Rizk, Kun Yuan, Ali H. Sayed
2024ICLRMomentum Benefits Non-iid Federated Learning Simply and Provably.Ziheng Cheng, Xinmeng Huang, Pengfei Wu, Kun Yuan
2024ICMLDistributed Bilevel Optimization with Communication Compression.Yutong He, Jie Hu, Xinmeng Huang, Songtao Lu, Bin Wang, Kun Yuan
2024MICCAIEnhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model.Diwei Wang, Kun Yuan, Candice Mller, Frdric Blanc, Nicolas Padoy, Hyewon Seo
2024MICCAIHecVL: Hierarchical Video-Language Pretraining for Zero-Shot Surgical Phase Recognition.Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
2023CVPRBEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection.Lei Yang, Kaicheng Yu, Tao Tang, Jun Li, Kun Yuan, Li Wang, Xinyu Zhang, Peng Chen
2023CVPRQuality-aware Pretrained Models for Blind Image Quality Assessment.Kai Zhao, Kun Yuan, Ming Sun, Mading Li, Xing Wen
2023CVPRZoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment.Kai Zhao, Kun Yuan, Ming Sun, Xing Wen
2023ICMLDSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm.Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin
2023ICMLAdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation.Yifan Zhang, Xue Wang, Kexin Jin, Kun Yuan, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan
2022BMVCShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks.Zhuojie Wu, Xingqun Qi, Zijian Wang, Wanting Zhou, Kun Yuan, Muyi Sun, Zhenan Sun
2022CVPRNTIRE 2022 Challenge on Perceptual Image Quality Assessment.Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Radu Timofte, Yuan Gong, Shanshan Lao, Shuwei Shi, Jiahao Wang, Sidi Yang, Tianhe Wu, Weihao Xia, Yujiu Yang, Mingdeng Cao, Cong Heng, Lingzhi Fu, Rongyu Zhang, Yusheng Zhang, Hao Wang, Hongjian Song, Jing Wang, Haotian Fan, Xiaoxia Hou, Ming Sun, Mading Li, Kai Zhao, Kun Yuan, Zishang Kong, Mingda Wu, Chuanchuan Zheng, Marcos V. Conde, Maxime Burchi, Longtao Feng, Tao Zhang, Yang Li, Jingwen Xu, Haiqiang Wang, Yiting Liao, Junlin Li, Kele Xu, Tao Sun, Yunsheng Xiong, Abhisek Keshari, Komal, Sadbhawana Thakur, Vinit Jakhetiya, Badri N. Subudhi, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari
2022CVPRCHEX: CHannel EXploration for CNN Model Compression.Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung
2022CVPRSelf-supervised Correlation Mining Network for Person Image Generation.Zijian Wang, Xingqun Qi, Kun Yuan, Muyi Sun
2022ICASSPA Byzantine-Resilient Dual Subgradient Method for Vertical Federated Learning.Kun Yuan, Zhaoxian Wu, Qing Ling
2022ICLREffective Model Sparsification by Scheduled Grow-and-Prune Methods.Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie
2021ICCVDecentLaM: Decentralized Momentum SGD for Large-batch Deep Training.Kun Yuan, Yiming Chen, Xinmeng Huang, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin
2021ICCVIncorporating Convolution Designs into Visual Transformers.Kun Yuan, Shaopeng Guo, Ziwei Liu, Aojun Zhou, Fengwei Yu, Wei Wu
2021ICCVDifferentiable Dynamic Wirings for Neural Networks.Kun Yuan, Quanquan Li, Shaopeng Guo, Dapeng Chen, Aojun Zhou, Fengwei Yu, Ziwei Liu
2021ICLRLearning N: M Fine-grained Structured Sparse Neural Networks From Scratch.Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li
2021ICMLAccelerating Gossip SGD with Periodic Global Averaging.Yiming Chen, Kun Yuan, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin
2021MICCAISurgical Workflow Anticipation Using Instrument Interaction.Kun Yuan, Matthew Holden, Shijian Gao, Won-Sook Lee
2020ECCVTowards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation.Xu Yan, Weibing Zhao, Kun Yuan, Ruimao Zhang, Zhen Li, Shuguang Cui
2020ECCVLearning Connectivity of Neural Networks from a Topological Perspective.Kun Yuan, Quanquan Li, Jing Shao, Junjie Yan
2020ICMLARAM-Net: A Residual Attention MobileNet to Detect COVID-19 Cases from Chest X-Ray Images.Md. Aminur Rab Ratul, Maryam Tavakol Elahi, Kun Yuan, Won-Sook Lee
2019ACSSCOn the Comparison between Primal and Primal-dual Methods in Decentralized Dynamic Optimization.Wei Xu, Kun Yuan, Wotao Yin, Qing Ling
2019ACSSCDecentralized Dynamic ADMM with Quantized and Censored Communications.Yaohua Liu, Kun Yuan, Gang Wu, Zhi Tian, Qing Ling
2019ICASSPCOVER: A Cluster-based Variance Reduced Method for Online Learning.Kun Yuan, Bicheng Ying, Ali H. Sayed
2018ICASSPConvergence of Variance-Reduced Learning Under Random Reshuffling.Bicheng Ying, Kun Yuan, Ali H. Sayed
2018IJCAISafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification.Kun Yuan, Qian Zhang, Chang Huang, Shiming Xiang, Chunhong Pan
2017ICDARDeep Networks for Degraded Document Image Binarization through Pyramid Reconstruction.Gaofeng Meng, Kun Yuan, Ying Wu, Shiming Xiang, Chunhong Pan
2017ICIPEfficient cloud detection in remote sensing images using edge-aware segmentation network and easy-to-hard training strategy.Kun Yuan, Gaofeng Meng, Dongcai Cheng, Jun Bai, Shiming Xiang, Chunhong Pan
2017ITAOn the performance of random reshuffling in stochastic learning.Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed
2016ACSSCDecentralized consensus optimization with asynchrony and delays.Tianyu Wu, Kun Yuan, Qing Ling, Wotao Yin, Ali H. Sayed
2016ICASSPOn the influence of momentum acceleration on online learning.Kun Yuan, Bicheng Ying, Ali H. Sayed
2013DACE-BLOW: e-beam lithography overlapping aware stencil planning for MCC system.Bei Yu, Kun Yuan, Jhih-Rong Gao, David Z. Pan
2013ICASSPLinearly convergent decentralized consensus optimization with the alternating direction method of multipliers.Wei Shi, Qing Ling, Kun Yuan, Gang Wu, Wotao Yin
2012ICCADDealing with IC manufacturability in extreme scaling (Embedded tutorial paper).Bei Yu, Jhih-Rong Gao, Duo Ding, Yongchan Ban, Jae-Seok Yang, Kun Yuan, Minsik Cho, David Z. Pan
2011DACAENEID: a generic lithography-friendly detailed router based on post-RET data learning and hotspot detection.Duo Ding, Jhih-Rong Gao, Kun Yuan, David Z. Pan
2011ICCADLayout decomposition for triple patterning lithography.Bei Yu, Kun Yuan, Boyang Zhang, Duo Ding, David Z. Pan
2010ASPDACA new graph-theoretic, multi-objective layout decomposition framework for double patterning lithography.Jae-Seok Yang, Katrina Lu, Minsik Cho, Kun Yuan, David Z. Pan
2010ICASSPMining actor correlations with hierarchical concurrence parsing.Kun Yuan, Hongxun Yao, Rongrong Ji, Xiaoshuai Sun
2010ICCADWISDOM: Wire spreading enhanced decomposition of masks in Double Patterning Lithography.Kun Yuan, David Z. Pan
2010ISNNGlobal Exponential Stability of Equilibrium Point of Hopfield Neural Network with Delay.Xiaolin Liu, Kun Yuan
2009DACDouble patterning lithography friendly detailed routing with redundant via consideration.Kun Yuan, Katrina Lu, David Z. Pan
2009ETFAApplication of EM Algorithm to Hybrid Flow Shop Scheduling Problems with a Special Blocking.Kun Yuan, Nathalie Sauer, Christophe Sauvey
2008DACELIAD: efficient lithography aware detailed router with compact post-OPC printability prediction.Minsik Cho, Kun Yuan, Yongchan Ban, David Z. Pan
2007ICCADBoxRouter 2.0: architecture and implementation of a hybrid and robust global router.Minsik Cho, Katrina Lu, Kun Yuan, David Z. Pan
2004ISNNGlobal Exponential Stability of Cohen-Grossberg Neural Networks with Multiple Time-Varying Delays.Kun Yuan, Jinde Cao