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ORCIDKun Yuan
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2020 – today
- 2025
[j74]Huixue Li, Yvhua Wang, Sujuan Pan, Changqing Wang, Yanzhi Liu, Kun Yuan, Lingling Lv, Zhifeng Li:
Theoretical study on the luminescent and reaction mechanism of dansyl-based fluorescence probe for detecting hydrogen sulfide. J. Comput. Chem. 46(1) (2025)- 2024
- [j73]Kun Yuan, Manasi Kattel, Joël L. Lavanchy
, Nassir Navab, Vinkle Srivastav, Nicolas Padoy:
Advancing surgical VQA with scene graph knowledge. Int. J. Comput. Assist. Radiol. Surg. 19(7): 1409-1417 (2024) - [j72]Ying Xue, Jianshan Sun, Yezheng Liu, Xin Li, Kun Yuan:
Facial expression-enhanced recommendation for virtual fitting rooms. Decis. Support Syst. 177: 114082 (2024) - [j71]Yi Li, Suyang Yu, Yulin Chen, Yuanchun Jiang, Kun Yuan:
Explainable fashion compatibility Prediction: An Attribute-Augmented neural framework. Electron. Commer. Res. Appl. 68: 101451 (2024) - [j70]Qingqing Yao, Kun Yuan, Mengyang Li, Yaoxiao Zhao, Yanzhi Liu, Xiang Zhao:
Synergistic regulation of chloride anion recognition using a triple-functional sites receptor with two different cationic effectors. J. Comput. Chem. 45(19, July): 1630-1641 (2024) - [j69]Sulaiman A. Alghunaim, Kun Yuan:
An enhanced gradient-tracking bound for distributed online stochastic convex optimization. Signal Process. 217: 109345 (2024) - [j68]Jianshan Sun, Suyuan Mei, Kun Yuan, Yuanchun Jiang, Jie Cao:
Prerequisite-Enhanced Category-Aware Graph Neural Networks for Course Recommendation. ACM Trans. Knowl. Discov. Data 18(5): 112:1-112:21 (2024) - [j67]Jianshan Sun, Qing Zhang, Kun Yuan, Yuanchun Jiang, Xinran Chen:
A supervised contrastive learning-based model for image emotion classification. World Wide Web (WWW) 27(3): 29 (2024) - [c90]Kun Yuan, Hongbo Liu, Mading Li, Muyi Sun, Ming Sun, Jiachao Gong, Jinhua Hao, Chao Zhou, Yansong Tang:
PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild. CVPR 2024: 2835-2845 - [c89]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:
NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results. CVPR Workshops 2024: 6108-6132 - [c88]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:
NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results. CVPR Workshops 2024: 6415-6431 - [c87]Yiting Lu, Xin Li, Yajing Pei, Kun Yuan, Qizhi Xie, Yunpeng Qu, Ming Sun, Chao Zhou, Zhibo Chen:
KVQ: Kwai Video Quality Assessment for Short-form Videos. CVPR 2024: 25963-25973 - [c86]Yunpeng Qu, Kun Yuan, Kai Zhao, Qizhi Xie, Jinhua Hao, Ming Sun, Chao Zhou:
XPSR: Cross-Modal Priors for Diffusion-Based Image Super-Resolution. ECCV (11) 2024: 285-303 - [c85]Elsa Rizk, Kun Yuan, Ali H. Sayed:
Asynchronous Diffusion Learning with Agent Subsampling and Local Updates. ICASSP 2024: 9246-9250 - [c84]Ziheng Cheng, Xinmeng Huang, Pengfei Wu, Kun Yuan:
Momentum Benefits Non-iid Federated Learning Simply and Provably. ICLR 2024 - [c83]Yutong He, Jie Hu, Xinmeng Huang, Songtao Lu, Bin Wang, Kun Yuan:
Distributed Bilevel Optimization with Communication Compression. ICML 2024 - [c82]Diwei Wang, Kun Yuan, Candice Müller, Frédéric Blanc, Nicolas Padoy, Hyewon Seo:
Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model. MICCAI (5) 2024: 251-261 - [c81]Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy:
HecVL: Hierarchical Video-Language Pretraining for Zero-Shot Surgical Phase Recognition. MICCAI (6) 2024: 306-316 - [c80]Qizhi Xie, Kun Yuan, Yunpeng Qu, Mingda Wu, Ming Sun, Chao Zhou, Jihong Zhu:
QPT-V2: Masked Image Modeling Advances Visual Scoring. ACM Multimedia 2024: 2709-2718 - [c79]Huanpeng Chu, Wei Wu, Chengjie Zang, Kun Yuan:
QNCD: Quantization Noise Correction for Diffusion Models. ACM Multimedia 2024: 10995-11003 - [i77]Boao Kong, Shuchen Zhu, Songtao Lu, Xinmeng Huang, Kun Yuan:
Decentralized Bilevel Optimization over Graphs: Loopless Algorithmic Update and Transient Iteration Complexity. CoRR abs/2402.03167 (2024) - [i76]Elsa Rizk, Kun Yuan, Ali H. Sayed:
Asynchronous Diffusion Learning with Agent Subsampling and Local Updates. CoRR abs/2402.05529 (2024) - [i75]Yiting Lu, Xin Li, Yajing Pei, Kun Yuan, Qizhi Xie, Yunpeng Qu, Ming Sun, Chao Zhou, Zhibo Chen:
KVQ: Kwai Video Quality Assessment for Short-form Videos. CoRR abs/2402.07220 (2024) - [i74]Yunpeng Qu, Kun Yuan, Kai Zhao, Qizhi Xie, Jinhua Hao, Ming Sun, Chao Zhou:
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution. CoRR abs/2403.05049 (2024) - [i73]Haolan Chen, Jinhua Hao, Kai Zhao, Kun Yuan, Ming Sun, Chao Zhou, Wei Hu:
CasSR: Activating Image Power for Real-World Image Super-Resolution. CoRR abs/2403.11451 (2024) - [i72]Diwei Wang, Kun Yuan, Candice Müller, Frédéric Blanc, Nicolas Padoy, Hyewon Seo:
Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model. CoRR abs/2403.13756 (2024) - [i71]Huanpeng Chu, Wei Wu, Chengjie Zang, Kun Yuan:
QNCD: Quantization Noise Correction for Diffusion Models. CoRR abs/2403.19140 (2024) - [i70]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:
NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results. CoRR abs/2404.09790 (2024) - [i69]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, Jian 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:
NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results. CoRR abs/2404.11313 (2024) - [i68]Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy:
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition. CoRR abs/2405.10075 (2024) - [i67]Kun Yuan, Hongbo Liu, Mading Li, Muyi Sun, Ming Sun, Jiachao Gong, Jinhua Hao, Chao Zhou, Yansong Tang:
PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild. CoRR abs/2405.17765 (2024) - [i66]Ying Cao, Zhaoxian Wu, Kun Yuan, Ali H. Sayed:
On the Trade-off between Flatness and Optimization in Distributed Learning. CoRR abs/2406.20006 (2024) - [i65]Qizhi Xie, Kun Yuan, Yunpeng Qu, Mingda Wu, Ming Sun, Chao Zhou, Jihong Zhu:
QPT V2: Masked Image Modeling Advances Visual Scoring. CoRR abs/2407.16541 (2024) - [i64]Xue Wang, Tian Zhou, Jianqing Zhu, Jialin Liu, Kun Yuan, Tao Yao, Wotao Yin, Rong Jin, HanQin Cai:
S3Attention: Improving Long Sequence Attention with Smoothed Skeleton Sketching. CoRR abs/2408.08567 (2024) - [i63]Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy:
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation. CoRR abs/2410.00263 (2024) - [i62]Yiming Chen, Yuan Zhang, Liyuan Cao, Kun Yuan, Zaiwen Wen:
Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures. CoRR abs/2410.07698 (2024) - [i61]Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan:
Subspace Optimization for Large Language Models with Convergence Guarantees. CoRR abs/2410.11289 (2024) - [i60]Tao Sun, Xinwang Liu, Kun Yuan:
Gradient Normalization with(out) Clipping Ensures Convergence of Nonconvex SGD under Heavy-Tailed Noise with Improved Results. CoRR abs/2410.16561 (2024) - [i59]Shuchen Zhu, Boao Kong, Songtao Lu, Xinmeng Huang, Kun Yuan:
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization. CoRR abs/2411.14166 (2024) - [i58]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:
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining. CoRR abs/2411.15421 (2024) - 2023
- [j66]Yang Liu, Kun Yuan, Tian Li, Sha Li:
NDT Method for Weld Defects Based on FMPVit Transformer Model. IEEE Access 11: 61390-61400 (2023) - [j65]Qiong Dai, Wei Ai, Kun Yuan, Min Jia, Jingwu Sun:
Computed tomography image and mechanism of spiral neuron T-type calcification channel of elderly patient with senile sudden deafness under embedded system combined with artificial intelligence algorithm. Expert Syst. J. Knowl. Eng. 40(4) (2023) - [j64]Jing Yang, Kun Yuan, Suhao Chen, Qinglang Li, Shaobo Li, Xiuhua Zhang, Bin Li:
A New Multinetwork Mean Distillation Loss Function for Open-World Domain Incremental Object Detection. Int. J. Intell. Syst. 2023: 1-21 (2023) - [j63]Kun Yuan, Sulaiman A. Alghunaim, Xinmeng Huang:
Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD. J. Mach. Learn. Res. 24: 280:1-280:53 (2023) - [j62]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. Medical Image Anal. 89: 102888 (2023) - [j61]Xun Chen, Kun Yuan, Jian Wang, Yongwei Wu:
Spectrophotometer Design Using Single-Grating, Single-Sensor, Double-Beam Spectroscope. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j60]Xuemei Wei, Ye-Zheng Liu, Jianshan Sun, Yuanchun Jiang, Qifeng Tang, Kun Yuan:
Dual Subgraph-Based Graph Neural Network for Friendship Prediction in Location-Based Social Networks. ACM Trans. Knowl. Discov. Data 17(3): 42:1-42:28 (2023) - [j59]Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong:
Semantic and Structural View Fusion Modeling for Social Recommendation. IEEE Trans. Knowl. Data Eng. 35(11): 11872-11884 (2023) - [c78]Hao Yuan, Sulaiman A. Alghunaim, Kun Yuan:
Achieving Linear Speedup with Network-Independent Learning Rates in Decentralized Stochastic Optimization. CDC 2023: 139-144 - [c77]Edward Duc Hien Nguyen, Sulaiman A. Alghunaim, Kun Yuan, César A. Uribe:
On the Performance of Gradient Tracking with Local Updates. CDC 2023: 4309-4313 - [c76]Kai Zhao, Kun Yuan, Ming Sun, Xing Wen:
Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment. CVPR Workshops 2023: 1302-1310 - [c75]Lei Yang, Kaicheng Yu, Tao Tang, Jun Li, Kun Yuan, Li Wang, Xinyu Zhang, Peng Chen:
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection. CVPR 2023: 21611-21620 - [c74]Kai Zhao, Kun Yuan, Ming Sun, Mading Li, Xing Wen:
Quality-aware Pretrained Models for Blind Image Quality Assessment. CVPR 2023: 22302-22313 - [c73]Qing Zhang, Jianshan Sun, Kun Yuan, Yuanchun Jiang:
An Image Emotion Classification Method Based on Supervised Contrastive Learning. DSC 2023: 313-320 - [c72]Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin:
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm. ICML 2023: 8067-8089 - [c71]Yifan Zhang, Xue Wang, Kexin Jin, Kun Yuan, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan:
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation. ICML 2023: 41647-41676 - [c70]Kun Yuan, Zishang Kong, Chuanchuan Zheng, Ming Sun, Xing Wen:
Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment. ACM Multimedia 2023: 1098-1107 - [c69]Hongbo Liu, Mingda Wu, Kun Yuan, Ming Sun, Yansong Tang, Chuanchuan Zheng, Xing Wen, Xiu Li:
Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment. ACM Multimedia 2023: 6695-6704 - [c68]Yutong He, Xinmeng Huang, Kun Yuan:
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? NeurIPS 2023 - [i57]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. CoRR abs/2302.06294 (2023) - [i56]Kai Zhao, Kun Yuan, Ming Sun, Mading Li, Xing Wen:
Quality-aware Pre-trained Models for Blind Image Quality Assessment. CoRR abs/2303.00521 (2023) - [i55]Lei Yang, Kaicheng Yu, Tao Tang, Jun Li, Kun Yuan, Li Wang, Xinyu Zhang, Peng Chen:
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection. CoRR abs/2303.08498 (2023) - [i54]Kai Zhao, Kun Yuan, Ming Sun, Xing Wen:
Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment. CoRR abs/2304.06440 (2023) - [i53]Yifan Zhang, Xue Wang, Kexin Jin, Kun Yuan, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan:
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation. CoRR abs/2304.12566 (2023) - [i52]Yutong He, Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan:
Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression. CoRR abs/2305.07612 (2023) - [i51]Yutong He, Xinmeng Huang, Kun Yuan:
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? CoRR abs/2305.16297 (2023) - [i50]Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin:
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm. CoRR abs/2306.00256 (2023) - [i49]Ziheng Cheng, Xinmeng Huang, Kun Yuan:
Momentum Benefits Non-IID Federated Learning Simply and Provably. CoRR abs/2306.16504 (2023) - [i48]Xiaohong Liu, Xiongkuo Min, Wei Sun, Yulun Zhang, Kai Zhang, Radu Timofte, Guangtao Zhai, Yixuan Gao, Yuqin Cao, Tengchuan Kou, Yunlong Dong, Ziheng Jia, Yilin Li, Wei Wu, Shuming Hu, Sibin Deng, Pengxiang Xiao, Ying Chen, Kai Li, Kai Zhao, Kun Yuan, Ming Sun, Heng Cong, Hao Wang, Lingzhi Fu, Yusheng Zhang, Rongyu Zhang, Hang Shi, Qihang Xu, Longan Xiao, Zhiliang Ma, Mirko Agarla, Luigi Celona, Claudio Rota, Raimondo Schettini, Zhiwei Huang, Yanan Li, Xiaotao Wang, Lei Lei, Hongye Liu, Wei Hong, Ironhead Chuang, Allen Lin, Drake Guan, Iris Chen, Kae Lou, Willy Huang, Yachun Tasi, Yvonne Kao, Haotian Fan, Fangyuan Kong, Shiqi Zhou, Hao Liu, Yu Lai, Shanshan Chen, Wenqi Wang, Haoning Wu, Chaofeng Chen, Chunzheng Zhu, Zekun Guo, Shiling Zhao, Haibing Yin, Hongkui Wang, Hanene Brachemi Meftah, Sid Ahmed Fezza, Wassim Hamidouche, Olivier Déforges, Tengfei Shi, Azadeh Mansouri, Hossein Motamednia, Amir Hossein Bakhtiari, Ahmad Mahmoudi Aznaveh:
NTIRE 2023 Quality Assessment of Video Enhancement Challenge. CoRR abs/2307.09729 (2023) - [i47]Kun Yuan, Vinkle Srivastav, Tong Yu, Joël L. Lavanchy, Pietro Mascagni, Nassir Navab, Nicolas Padoy:
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures. CoRR abs/2307.15220 (2023) - [i46]Kun Yuan, Zishang Kong, Chuanchuan Zheng, Ming Sun, Xing Wen:
Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment. CoRR abs/2307.16813 (2023) - [i45]Hongbo Liu, Mingda Wu, Kun Yuan, Ming Sun, Yansong Tang, Chuanchuan Zheng, Xing Wen, Xiu Li:
Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment. CoRR abs/2308.00729 (2023) - [i44]Lei Yang, Tao Tang, Jun Li, Peng Chen, Kun Yuan, Li Wang, Yi Huang, Xinyu Zhang, Kaicheng Yu:
BEVHeight++: Toward Robust Visual Centric 3D Object Detection. CoRR abs/2309.16179 (2023) - [i43]Luyao Guo, Sulaiman A. Alghunaim, Kun Yuan, Laurent Condat, Jinde Cao:
RandCom: Random Communication Skipping Method for Decentralized Stochastic Optimization. CoRR abs/2310.07983 (2023) - [i42]Yifan Zhang, Xue Wang, Tian Zhou, Kun Yuan, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan:
Model-free Test Time Adaptation for Out-Of-Distribution Detection. CoRR abs/2311.16420 (2023) - [i41]Kun Yuan, Manasi Kattel, Joël L. Lavanchy, Nassir Navab, Vinkle Srivastav, Nicolas Padoy:
Advancing Surgical VQA with Scene Graph Knowledge. CoRR abs/2312.10251 (2023) - 2022
- [j58]Yang Liu, Tian Li, Kun Yuan, Sha Li:
Classifying Ships in SAR Images by Using Contour Bias Features and Transfer Learning. IEEE Access 10: 129949-129957 (2022) - [j57]Kun Yuan, Meng-Yang Li, Yao-Xiao Zhao, Yanzhi Liu, Xiang Zhao:
Composition-selective full inclusion host-guest interaction of azobenzene-containing photoresponsive nanoring with fullerene C60. J. Comput. Chem. 43(19): 1276-1285 (2022) - [j56]Kun Yuan, Matthew Holden, Shijian Gao, Won-Sook Lee:
Anticipation for surgical workflow through instrument interaction and recognized Signals. Medical Image Anal. 82: 102611 (2022) - [j55]Zhetong Ding, Kun Yuan, Junjian Qi, Ying Wang, Jiangyi Hu, Kaifeng Zhang:
Robust and Cost-Efficient Coordinated Primary Frequency Control of Wind Power and Demand Response Based on Their Complementary Regulation Characteristics. IEEE Trans. Smart Grid 13(6): 4436-4448 (2022) - [j54]Sulaiman A. Alghunaim, Kun Yuan:
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning. IEEE Trans. Signal Process. 70: 3264-3279 (2022) - [c67]Zhuojie Wu, Xingqun Qi, Zijian Wang, Wanting Zhou, Kun Yuan, Muyi Sun, Zhenan Sun:
ShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks. BMVC 2022: 52 - [c66]Kun Yuan, Cunbo Zhuang, Jinshan Liu, Jindan Feng, Hui Xiong, Jiancheng Shi:
Nonlinear Kalman Filter Based Shop Floor RFID Data Fusion Algorithm. CSAE 2022: 53:1-53:7 - [c65]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:
NTIRE 2022 Challenge on Perceptual Image Quality Assessment. CVPR Workshops 2022: 950-966 - [c64]Zijian Wang, Xingqun Qi, Kun Yuan, Muyi Sun:
Self-supervised Correlation Mining Network for Person Image Generation. CVPR 2022: 7693-7702 - [c63]Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung:
CHEX: CHannel EXploration for CNN Model Compression. CVPR 2022: 12277-12288 - [c62]Kun Yuan, Zhaoxian Wu, Qing Ling:
A Byzantine-Resilient Dual Subgradient Method for Vertical Federated Learning. ICASSP 2022: 4273-4277 - [c61]Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie:
Effective Model Sparsification by Scheduled Grow-and-Prune Methods. ICLR 2022 - [c60]Ke Zhang, Jun Yang, Kun Yuan, Qing-Song Wei, Si-Bao Chen:
Image Classification via Multi-branch Position Attention Network. ICPRAI (1) 2022: 96-108 - [c59]Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan:
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression. NeurIPS 2022 - [c58]Zhuoqing Song, Weijian Li, Kexin Jin, Lei Shi, Ming Yan, Wotao Yin, Kun Yuan:
Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate. NeurIPS 2022 - [c57]Kun Yuan, Xinmeng Huang, Yiming Chen, Xiaohan Zhang, Yingya Zhang, Pan Pan:
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization. NeurIPS 2022 - [i40]Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung:
CHEX: CHannel EXploration for CNN Model Compression. CoRR abs/2203.15794 (2022) - [i39]Zhuojie Wu, Xingqun Qi, Zijian Wang, Wanting Zhou, Kun Yuan, Muyi Sun, Zhenan Sun:
ShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks. CoRR abs/2204.02824 (2022) - [i38]Mert Gürbüzbalaban, Yuanhan Hu, Umut Simsekli, Kun Yuan, Lingjiong Zhu:
Heavy-Tail Phenomenon in Decentralized SGD. CoRR abs/2205.06689 (2022) - [i37]Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan:
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression. CoRR abs/2206.03665 (2022) - [i36]Edward Duc Hien Nguyen, Sulaiman A. Alghunaim, Kun Yuan, César A. Uribe:
On the Performance of Gradient Tracking with Local Updates. CoRR abs/2210.04757 (2022) - [i35]Kun Yuan, Xinmeng Huang, Yiming Chen, Xiaohan Zhang, Yingya Zhang, Pan Pan:
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization. CoRR abs/2210.07863 (2022) - [i34]