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Xiaotong Yuan
Full Professor, Intelligence Science and Technology, Nanjing University
Joined
February 2017
Names
Xiaotong Yuan
,
Xiao-Tong Yuan
,
Xiao-tong Yuan
Emails
****@gmail.com
(Confirmed)
,
****@nuist.edu.cn
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
Intelligence Science and Technology,
Nanjing University
(nju.edu.cn)
2023
–
Present
Advisors, Relations & Conflicts
Coauthor
Yang Yu
2016
–
2016
Coauthor
Xu-yao Zhang
2016
–
2016
Coauthor
Shaoting Zhang
2016
–
2016
Coauthor
Dimitris Metaxas
2016
–
2016
Coauthor
Shaoting Zhang
2016
–
2016
Coauthor
Qingshan Liu
2015
–
2016
Coauthor
Qingshan Liu
2014
–
2016
Coauthor
Jiashi Feng
2011
–
2016
Coauthor
Xiaobai Liu
2011
–
2016
Coauthor
Xiaopeng Hong
2011
–
2014
Coauthor
Bin Fan
2011
–
2014
Coauthor
Jun Li
2011
–
2014
Coauthor
Yan Yan
2011
–
2014
Coauthor
Yan Yan
2011
–
2014
Coauthor
Qiang Chen
2011
–
2014
Coauthor
Xiaopeng Hong
2011
–
2014
Coauthor
Ping Li
2011
–
2014
Coauthor
Qiang Chen
2011
–
2014
Coauthor
Jian Dong
2011
–
2014
Coauthor
Jun Li
2011
–
2014
Coauthor
Yadong Mu
2011
–
2014
Coauthor
Qiang Chen
2011
–
2014
Coauthor
Ping Li
2011
–
2014
Coauthor
Yong Rui
2011
–
2014
Coauthor
Jian Yang
2011
–
2014
Coauthor
Shusen Wang
2011
–
2014
Coauthor
Huan Xu
2011
–
2014
Coauthor
Jinhui Tang
2011
–
2014
Coauthor
Zhen Cui
2011
–
2014
Coauthor
Xiaobai Liu
2011
–
2014
Coauthor
Jingyu Yang
2011
–
2014
Coauthor
Xiaobai Liu
2011
–
2014
Coauthor
Wei-shi Zheng
2011
–
2014
Coauthor
Wei Luo
2011
–
2014
Coauthor
Jingyu Yang
2011
–
2014
Coauthor
Chunhong Pan
2011
–
2014
Coauthor
Richang Hong
2010
–
2014
Coauthor
Meng Wang
2010
–
2014
Coauthor
Meng Wang
2010
–
2014
Coauthor
Rongrong Ji
2010
–
2014
Coauthor
Shuicheng Yan
2010
–
2014
Coauthor
Bineng Zhong
2010
–
2014
Coauthor
Bao-gang Hu
2009
–
2014
Coauthor
Ran He
2008
–
2014
Coauthor
Tat-seng Chua
2011
–
2012
Coauthor
Xiangyu Chen
2011
–
2011
Coauthor
Ju Sun
2010
–
2010
Coauthor
Hongxun Yao
2010
–
2010
Coauthor
Zhen Lei
2007
–
2008
Coauthor
Stan Li
2007
–
2008
Coauthor
Shengcai Liao
2007
–
2007
Expertise
Large Language Models Compression
Present
Learning Theory
2020
–
Present
Stochastic Optimization
2014
–
Present
Sparsity
2009
–
Present
Publications
Derandomized Online-to-Non-convex Conversion for Stochastic Weakly Convex Optimization
Fanfan Ji
,
Xiaotong Yuan
ICLR 2026 Poster
Readers:
Everyone
Optimization over Sparse Support-Preserving Sets: Two-Step Projection with Global Optimality Guarantees
William de Vazelhes
,
Xiaotong Yuan
,
Bin Gu
ICML 2025 poster
Readers:
Everyone
Optimization over Sparse Restricted Convex Sets via Two Steps Projection
William de Vazelhes
,
Xiaotong Yuan
,
Bin Gu
Submitted to ICLR 2024
Readers:
Everyone
$L_2$-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting
Xiaotong Yuan
,
Ping Li
NeurIPS 2023 poster
Readers:
Everyone
Exponential Generalization Bounds with Near-Optimal Rates for $L_q$-Stable Algorithms
Xiaotong Yuan
,
Ping Li
Published: 01 Feb 2023, Last Modified: 02 Mar 2023
ICLR 2023 poster
Readers:
Everyone
On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond
Xiaotong Yuan
,
Ping Li
Published: 31 Oct 2022, Last Modified: 28 Dec 2022
NeurIPS 2022 Accept
Readers:
Everyone
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
William de Vazelhes
,
Hualin Zhang
,
Huimin Wu
,
Xiaotong Yuan
,
Bin Gu
Published: 31 Oct 2022, Last Modified: 10 Oct 2022
NeurIPS 2022 Accept
Readers:
Everyone
Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms
Xiaotong Yuan
,
Ping Li
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Submitted
Readers:
Everyone
Towards Understanding Why Lookahead Generalizes Better Than SGD and Beyond
Pan Zhou
,
Hanshu YAN
,
Xiaotong Yuan
,
Jiashi Feng
,
Shuicheng YAN
Published: 09 Nov 2021, Last Modified: 26 Jan 2025
NeurIPS 2021 Poster
Readers:
Everyone
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning
Pan Zhou
,
Caiming Xiong
,
Xiaotong Yuan
,
Steven Hoi
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Spotlight
Readers:
Everyone
View all 37 publications
Co-Authors
Bao-Gang Hu
Bin Gu
Bineng Zhong
Bo Liu
Caiming Xiong
Cheng-Lin Liu
Dimitris N. Metaxas
Fanfan Ji
Guangcan Liu
Hai Jin
Hanshu YAN
Heng Huang
Hongxun Yao
Hualin Zhang
Huan Xu
Huimin Wu
Jialie Shen
Jian Dong
Jiashi Feng
Lezi Wang
Lun Zhang
Pan Zhou
Ping Li
Qiang Chen
Qingshan Liu
View all 48 co-authors