Wang, Guanghui

56 publications

ICML 2025 ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $α$-$β$-Divergence Guanghui Wang, Zhiyong Yang, Zitai Wang, Shi Wang, Qianqian Xu, Qingming Huang

ICML 2025 Autoencoder-Based Hybrid Replay for Class-Incremental Learning Milad Khademi Nori, Il Min Kim, Guanghui Wang

CVPR 2025 Exposure-Slot: Exposure-Centric Representations Learning with Slot-in-Slot Attention for Region-Aware Exposure Correction Donggoo Jung, Daehyun Kim, Guanghui Wang, Tae Hyun Kim

ICLR 2025 Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global Forgetting Milad Khademi Nori, Il Min Kim, Guanghui Wang

IJCAI 2025 Keypoints as Dynamic Centroids for Unified Human Pose and Segmentation Niaz Ahmad, Jawad Khan, Kang G. Shin, Youngmoon Lee, Guanghui Wang

ICML 2025 Learning Imbalanced Data with Beneficial Label Noise Guangzheng Hu, Feng Liu, Mingming Gong, Guanghui Wang, Liuhua Peng

CVPRW 2025 PF3Det: A Prompted Foundation Feature Assisted Visual LiDAR 3D Detector Kaidong Li, Tianxiao Zhang, Kuan-Chuan Peng, Guanghui Wang

JMLR 2025 Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection Chengde Qian, Guanghui Wang, Changliang Zou

JMLR 2025 Universal Online Convex Optimization Meets Second-Order Bounds Lijun Zhang, Yibo Wang, Guanghui Wang, Jinfeng Yi, Tianbao Yang

CVPRW 2024 BigEPIT: Scaling EPIT for Light Field Image Super-Resolution Wentao Chao, Yiming Kan, Xuechun Wang, Fuqing Duan, Guanghui Wang

AISTATS 2024 Extragradient Type Methods for Riemannian Variational Inequality Problems Zihao Hu, Guanghui Wang, Xi Wang, Andre Wibisono, Jacob D Abernethy, Molei Tao

JMLR 2024 Low-Rank Matrix Estimation in the Presence of Change-Points Lei Shi, Guanghui Wang, Changliang Zou

CVPRW 2024 NTIRE 2024 Challenge on Light Field Image Super-Resolution: Methods and Results Yingqian Wang, Zhengyu Liang, Qianyu Chen, Longguang Wang, Jungang Yang, Radu Timofte, Yulan Guo, Wentao Chao, Yiming Kan, Xuechun Wang, Fuqing Duan, Guanghui Wang, Wang Xia, Ziqi Wang, Yue Yan, Peiqi Xia, Shunzhou Wang, Yao Lu, Angulia Yang, Kai Jin, Zeqiang Wei, Sha Guo, Mingzhi Gao, Xiuzhuang Zhou, Zhongxin Yu, Shaofei Luo, Cheng Zhong, Shaorui Chen, Long Peng, Yuhong He, Gaosheng Liu, Huanjing Yue, Jingyu Yang, Zhengjian Yao, Jiakui Hu, Lujia Jin, Zhi-Song Liu, Chenhang He, Jun Xiao, Xiuyuan Wang, Zonglin Tian, Yifan Mao, Deyang Liu, Shizheng Li, Ping An

ICMLW 2024 Path Complex Neural Network for Molecular Property Prediction Longlong Li, Xiang Liu, Guanghui Wang, Yu Guang Wang, Kelin Xia

CVPRW 2024 SuperLoRA: Parameter-Efficient Unified Adaptation for Large Vision Models Xiangyu Chen, Jing Liu, Ye Wang, Pu Perry Wang, Matthew Brand, Guanghui Wang, Toshiaki Koike-Akino

AAAI 2024 Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation Hui Chen, Yinxu Jia, Guanghui Wang, Changliang Zou

NeurIPS 2024 Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference Geng Chen, Yinxu Jia, Guanghui Wang, Changliang Zou

WACV 2023 Accumulated Trivial Attention Matters in Vision Transformers on Small Datasets Xiangyu Chen, Qinghao Hu, Kaidong Li, Cuncong Zhong, Guanghui Wang

NeurIPS 2023 Faster Margin Maximization Rates for Generic Optimization Methods Guanghui Wang, Zihao Hu, Vidya Muthukumar, Jacob D. Abernethy

CVPRW 2023 LFNAT 2023 Challenge on Light Field Depth Estimation: Methods and Results Hao Sheng, Yebin Liu, Jingyi Yu, Gaochang Wu, Wei Xiong, Ruixuan Cong, Rongshan Chen, Longzhao Guo, Yanlin Xie, Shuo Zhang, Song Chang, Youfang Lin, Wentao Chao, Xuechun Wang, Guanghui Wang, Fuqing Duan, Tun Wang, Da Yang, Zhenglong Cui, Sizhe Wang, Mingyuan Zhao, Qiong Wang, Qianyu Chen, Zhengyu Liang, Yingqian Wang, Jungang Yang, Xueting Yang, Junli Deng

ICCVW 2023 MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices Xiangyu Chen, Ruiwen Zhen, Shuai Li, Xiaotian Li, Guanghui Wang

COLT 2023 Minimizing Dynamic Regret on Geodesic Metric Spaces Zihao Hu, Guanghui Wang, Jacob D. Abernethy

CVPRW 2023 NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results Yingqian Wang, Longguang Wang, Zhengyu Liang, Jungang Yang, Radu Timofte, Yulan Guo, Kai Jin, Zeqiang Wei, Angulia Yang, Sha Guo, Mingzhi Gao, Xiuzhuang Zhou, Vinh Van Duong, Thuc Nguyen Huu, Jonghoon Yim, Byeungwoo Jeon, Yutong Liu, Zhen Cheng, Zeyu Xiao, Ruikang Xu, Zhiwei Xiong, Gaosheng Liu, Manchang Jin, Huanjing Yue, Jingyu Yang, Chen Gao, Shuo Zhang, Song Chang, Youfang Lin, Wentao Chao, Xuechun Wang, Guanghui Wang, Fuqing Duan, Wang Xia, Yan Wang, Peiqi Xia, Shunzhou Wang, Yao Lu, Ruixuan Cong, Hao Sheng, Da Yang, Rongshan Chen, Sizhe Wang, Zhenglong Cui, Yilei Chen, Yongjie Lu, Dongjun Cai, Ping An, Ahmed Salem, Hatem Ibrahem, Bilel Yagoub, Hyun Soo Kang, Zekai Zeng, Heng Wu

ICLR 2023 On Accelerated Perceptrons and Beyond Guanghui Wang, Rafael Hanashiro, Etash Kumar Guha, Jacob Abernethy

CVPRW 2023 On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild Raiyan Rahman, Christopher Indris, Tianxiao Zhang, Kaidong Li, Brian McCornack, Daniel Flippo, Ajay Sharda, Guanghui Wang

NeurIPS 2023 Riemannian Projection-Free Online Learning Zihao Hu, Guanghui Wang, Jacob D. Abernethy

AISTATS 2022 Momentum Accelerates the Convergence of Stochastic AUPRC Maximization Guanghui Wang, Ming Yang, Lijun Zhang, Tianbao Yang

ICML 2022 A Simple yet Universal Strategy for Online Convex Optimization Lijun Zhang, Guanghui Wang, Jinfeng Yi, Tianbao Yang

NeurIPS 2022 Adaptive Oracle-Efficient Online Learning Guanghui Wang, Zihao Hu, Vidya Muthukumar, Jacob D. Abernethy

NeurIPSW 2022 FuzzyNet: A Fuzzy Attention Module for Polyp Segmentation Krushi Bharatbhai Patel, Fengjun Li, Guanghui Wang

JMLR 2022 Projection-Free Distributed Online Learning with Sublinear Communication Complexity Yuanyu Wan, Guanghui Wang, Wei-Wei Tu, Lijun Zhang

CVPR 2022 Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Kaidong Li, Ziming Zhang, Cuncong Zhong, Guanghui Wang

ICCVW 2021 Audio-Visual Transformer Based Crowd Counting Usman Sajid, Xiangyu Chen, Hasan Sajid, Taejoon Kim, Guanghui Wang

JMLR 2021 Bandit Convex Optimization in Non-Stationary Environments Peng Zhao, Guanghui Wang, Lijun Zhang, Zhi-Hua Zhou

ICCV 2021 DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer Wenju Xu, Chengjiang Long, Ruisheng Wang, Guanghui Wang

NeurIPS 2021 Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions Lijun Zhang, Guanghui Wang, Wei-Wei Tu, Wei Jiang, Zhi-Hua Zhou

NeurIPS 2021 Online Convex Optimization with Continuous Switching Constraint Guanghui Wang, Yuanyu Wan, Tianbao Yang, Lijun Zhang

AAAI 2021 Stochastic Graphical Bandits with Adversarial Corruptions Shiyin Lu, Guanghui Wang, Lijun Zhang

AAAI 2020 Adapting to Smoothness: A More Universal Algorithm for Online Convex Optimization Guanghui Wang, Shiyin Lu, Yao Hu, Lijun Zhang

AISTATS 2020 Bandit Convex Optimization in Non-Stationary Environments Peng Zhao, Guanghui Wang, Lijun Zhang, Zhi-Hua Zhou

IJCAI 2020 Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang

WACV 2020 Plug-and-Play Rescaling Based Crowd Counting in Static Images Usman Sajid, Guanghui Wang

ICLR 2020 SAdam: A Variant of Adam for Strongly Convex Functions Guanghui Wang, Shiyin Lu, Weiwei Tu, Lijun Zhang

WACV 2020 Self-Orthogonality Module: A Network Architecture Plug-in for Learning Orthogonal Filters Ziming Zhang, Wenchi Ma, Yuanwei Wu, Guanghui Wang

WACV 2020 Towards Learning Affine-Invariant Representations via Data-Efficient CNNs Wenju Xu, Guanghui Wang, Alan Sullivan, Ziming Zhang

UAI 2019 Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization Guanghui Wang, Shiyin Lu, Lijun Zhang

IJCAI 2019 Multi-Objective Generalized Linear Bandits Shiyin Lu, Guanghui Wang, Yao Hu, Lijun Zhang

ICML 2019 Optimal Algorithms for Lipschitz Bandits with Heavy-Tailed Rewards Shiyin Lu, Guanghui Wang, Yao Hu, Lijun Zhang

ICCVW 2019 Unsupervised Deep Feature Transfer for Low Resolution Image Classification Yuanwei Wu, Ziming Zhang, Guanghui Wang

ICCVW 2019 Unsupervised Joint 3D Object Model Learning and 6d Pose Estimation for Depth-Based Instance Segmentation Yuanwei Wu, Tim K. Marks, Anoop Cherian, Siheng Chen, Chen Feng, Guanghui Wang, Alan Sullivan

IJCAI 2018 Minimizing Adaptive Regret with One Gradient per Iteration Guanghui Wang, Dakuan Zhao, Lijun Zhang

ECCVW 2018 VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Haotian Wu, Lianjie Wang, Arne Schumann, Chase Brown, Qian Chen, Chengzheng Li, Dongdong Li, Emmanouil Michail, Fan Zhang, Feng Ni, Feng Zhu, Guanghui Wang, Haipeng Zhang, Han Deng, Hao Liu, Haoran Wang, Heqian Qiu, Honggang Qi, Honghui Shi, Hongliang Li, Hongyu Xu, Hu Lin, Ioannis Kompatsiaris, Jian Cheng, Jianqiang Wang, Jianxiu Yang, Jingkai Zhou, Juanping Zhao, K. J. Joseph, Kaiwen Duan, Karthik Suresh, Bo Ke, Ke Wang, Konstantinos Avgerinakis, Lars Wilko Sommer, Lei Zhang, Li Yang, Lin Cheng, Lin Ma, Liyu Lu, Lu Ding, Minyu Huang, Naveen Kumar Vedurupaka, Nehal Mamgain, Nitin Bansal, Oliver Acatay, Panagiotis Giannakeris, Qian Wang, Qijie Zhao, Qingming Huang, Qiong Liu, Qishang Cheng, Qiuchen Sun, Robert Laganière, Sheng Jiang, Shengjin Wang, Shubo Wei, Siwei Wang, Stefanos Vrochidis, Sujuan Wang, Tiaojio Lee, Usman Sajid, Vineeth N. Balasubramanian, Wei Li, Wei Zhang, Weikun Wu, Wenchi Ma, Wenrui He, Wenzhe Yang, Xiaoyu Chen, Xin Sun, Xinbin Luo, Xintao Lian, Xiufang Li, Yangliu Kuai, Yali Li, Yi Luo, Yifan Zhang, Yiling Liu, Ying Li, Yong Wang, Yongtao Wang, Yuanwei Wu, Yue Fan, Yunchao Wei, Yuqin Zhang, Zexin Wang, Zhangyang Wang, Zhaoyue Xia, Zhen Cui, Zhenwei He, Zhipeng Deng, Zhiyao Guo, Zichen Song

ECCV 2016 Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning Yao Sui, Ziming Zhang, Guanghui Wang, Yafei Tang, Li Zhang

ECCV 2016 Tracking Completion Yao Sui, Guanghui Wang, Yafei Tang, Li Zhang

WACV 2013 Robust Rank-4 Affine Factorization for Structure from Motion Guanghui Wang, John S. Zelek, Q. M. Jonathan Wu, Ruzena Bajcsy

CVPR 2008 Quasi-Perspective Projection with Applications to 3D Factorization from Uncalibrated Image Sequences Guanghui Wang, Q. M. Jonathan Wu, Guoqiang Sun