Li, Wenye

23 publications

ICLR 2025 $\phi$-Update: A Class of Policy Update Methods with Policy Convergence Guarantee Wenye Li, Jiacai Liu, Ke Wei

JMLR 2025 On the Convergence of Projected Policy Gradient for Any Constant Step Sizes Jiacai Liu, Wenye Li, Dachao Lin, Ke Wei, Zhihua Zhang

ICML 2025 UltraTWD: Optimizing Ultrametric Trees for Tree-Wasserstein Distance Fangchen Yu, Yanzhen Chen, Jiaxing Wei, Jianfeng Mao, Wenye Li, Qiang Sun

WACV 2024 DocReal: Robust Document Dewarping of Real-Life Images via Attention-Enhanced Control Point Prediction Fangchen Yu, Yina Xie, Lei Wu, Yafei Wen, Guozhi Wang, Shuai Ren, Xiaoxin Chen, Jianfeng Mao, Wenye Li

NeurIPS 2023 Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning Fangchen Yu, Runze Zhao, Zhan Shi, Yiwen Lu, Jicong Fan, Yicheng Zeng, Jianfeng Mao, Wenye Li

AAAI 2023 Metric Nearness Made Practical Wenye Li, Fangchen Yu, Zichen Ma

UAI 2023 Online Estimation of Similarity Matrices with Incomplete Data Fangchen Yu, Yicheng Zeng, Jianfeng Mao, Wenye Li

ICLR 2023 S-NeRF: Neural Radiance Fields for Street Views Ziyang Xie, Junge Zhang, Wenye Li, Feihu Zhang, Li Zhang

ACML 2022 Asynchronous Personalized Federated Learning with Irregular Clients Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui

ECML-PKDD 2022 Beyond Random Selection: A Perspective from Model Inversion in Personalized Federated Learning Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui

ECML-PKDD 2022 Calibrating Distance Metrics Under Uncertainty Wenye Li, Fangchen Yu

CoLLAs 2022 EFL: Elastic Federated Learning on Non-IID Data Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui

ACML 2021 PFedAtt: Attention-Based Personalized Federated Learning on Heterogeneous Clients Zichen Ma, Yu Lu, Wenye Li, Jinfeng Yi, Shuguang Cui

ECML-PKDD 2020 Modeling Winner-Take-All Competition in Sparse Binary Projections Wenye Li

ACML 2020 Scalable Calibration of Affinity Matrices from Incomplete Observations Wenye Li

NeurIPS 2018 Fast Similarity Search via Optimal Sparse Lifting Wenye Li, Jingwei Mao, Yin Zhang, Shuguang Cui

IJCAI 2018 Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach Wenye Li, Jiawei Zhang, Jianjun Zhou, Laizhong Cui

NeurIPS 2015 Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach Wenye Li

IJCAI 2011 Modular Community Detection in Networks Wenye Li, Dale Schuurmans

CVPR 2009 Fast Normalized Cut with Linear Constraints Linli Xu, Wenye Li, Dale Schuurmans

IJCAI 2007 Generalizing the Bias Term of Support Vector Machines Wenye Li, Kwong-Sak Leung, Kin-Hong Lee

ICML 2007 Large-Scale RLSC Learning Without Agony Wenye Li, Kin-Hong Lee, Kwong-Sak Leung

NeurIPS 2006 Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space Wenye Li, Kin-hong Lee, Kwong-sak Leung