Xiao-Tong Yuan
Nanjing University of Information Science and Technology
H-index: 34
Asia-China
Top articles of Xiao-Tong Yuan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Spatiotemporal Enhanced Adversarial Network for Precipitation Nowcasting | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | Yunlong Zhou Renlong Hang Fanfan Ji Zefeng Pan Qingshan Liu | 2024/3/27 |
Iterative Regularization with k-Support Norm: an Important Complement to Sparse Recovery | Proceedings of the AAAI Conference on Artificial Intelligence | William de Vazelhes Bhaskar Mukhoty Xiao-Tong Yuan Bin Gu | 2024/3/24 |
-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting | Advances in Neural Information Processing Systems | Xiaotong Yuan Ping Li | 2024/2/13 |
Soft Weight Pruning for Cross-Domain Few-Shot Learning with Unlabeled Target Data | IEEE Transactions on Multimedia | Fanfan Ji Xiao-Tong Yuan Qingshan Liu | 2024/1/18 |
Deep Precipitation Nowcasting with Dual Regions Displacement Information and Global Spatiotemporal Representations Learning | IEEE Geoscience and Remote Sensing Letters | Zefeng Pan Fanfan Ji Yunlong Zhou Renlong Hang Qingshan Liu | 2024/4/3 |
Cross-Domain Few-Shot Classification via Dense-Sparse-Dense Regularization | IEEE Transactions on Circuits and Systems for Video Technology | Fanfan Ji Yunpeng Chen Luoqi Liu Xiao-Tong Yuan | 2023/7/11 |
Sharper Analysis for Minibatch Stochastic Proximal Point Methods: Stability, Smoothness, and Deviation | Journal of Machine Learning Research | Xiao-Tong Yuan Ping Li | 2023 |
Optimization over Sparse Restricted Convex Sets via Two Steps Projection | William de Vazelhes Xiaotong Yuan Bin Gu | 2023/10/13 | |
Boosting the Confidence of Generalization for -Stable Randomized Learning Algorithms | arXiv preprint arXiv:2206.03834 | Xiao-Tong Yuan Ping Li | 2022/6/8 |
A globally convergent approximate Newton method for non-convex sparse learning | Pattern Recognition | Fanfan Ji Hui Shuai Xiao-Tong Yuan | 2022/6/1 |
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity | Advances in Neural Information Processing Systems | William de Vazelhes Hualin Zhang Huimin Wu Xiaotong Yuan Bin Gu | 2022/12/6 |
On convergence of FedProx: Local dissimilarity invariant bounds, non-smoothness and beyond | Advances in Neural Information Processing Systems | Xiaotong Yuan Ping Li | 2022/12/6 |
Exponential Generalization Bounds with Near-Optimal Rates for -Stable Algorithms | Xiaotong Yuan Ping Li | 2022/9/29 | |
Global tropical cyclone precipitation estimation via a multitask convolutional neural network based on HURSAT-B1 data | IEEE Transactions on Geoscience and Remote Sensing | Mei Xue Renlong Hang Xiao-Tong Yuan Pengfei Xiao Qingshan Liu | 2021/11/9 |
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization | IEEE Transactions on Pattern Analysis and Machine Intelligence | Pan Zhou Xiao-Tong Yuan Zhouchen Lin Steven CH Hoi | 2021/6/8 |
Stability and risk bounds of iterative hard thresholding | Xiaotong Yuan Ping Li | 2021/3/18 | |
Towards understanding why lookahead generalizes better than sgd and beyond | Advances in Neural Information Processing Systems | Pan Zhou Hanshu Yan Xiaotong Yuan Jiashi Feng Shuicheng Yan | 2021/12/6 |
CNN-based near-real-time precipitation estimation from Fengyun-2 satellite over Xinjiang, China | Atmospheric Research | Mei Xue Renlong Hang Qingshan Liu Xiao-Tong Yuan Xinyu Lu | 2021/3/1 |
A theory-driven self-labeling refinement method for contrastive representation learning | Advances in Neural Information Processing Systems | Pan Zhou Caiming Xiong Xiaotong Yuan Steven Chu Hong Hoi | 2021/12/6 |
Task similarity aware meta learning: Theory-inspired improvement on maml | Pan Zhou Yingtian Zou Xiao-Tong Yuan Jiashi Feng Caiming Xiong | 2021/12/1 |
