logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
Y

Yunwen Lei

The University of Hong Kong

13H-index
116Paper Count
743Citation Count
Published Papers 14
Publication Date
logo
Differentially Private Stochastic Gradient Descent for Outcome Weighted Learning
errMachine Learning
IF2.9
err2026-09-28
err0
errOAAI
errAoli Yang; Jun Fan; Yunwen Lei; Dao-Hong Xiang
errShare
errSave
From Convergence to Generalization: Stability of Stationary-Point Learning Algorithms
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-29
err0
PREAI
errYunwen Lei; Zimeng Wang; Xiaoming Yuan
errShare
errSave
Convergence of Adaptive Stochastic Mirror Descent
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-01
err0
PREAI
errTing Hu; Xiaotong Liu; Kai Ji; Yunwen Lei
errShare
errSave
Minibatch and local SGD: Algorithmic stability and linear speedup in generalization
errApplied and Computational Harmonic Analysis
IF3.2
err2025-07-16
err0
PREAI
errYunwen Lei; Tao Sun; Mingrui Liu
errShare
errSave
Generalization Guarantees of Gradient Descent for Shallow Neural Networks
errNEURAL COMPUTATION
IF2.1
err2025-01-21
err1
PREAI
errWang, Puyu; Lei, Yunwen; Ying, Yiming; Zhou, Ding-Xuan
errShare
errSave
Differentially private stochastic gradient descent with low-noise
errNEUROCOMPUTING
IF6.5
err2024-06-01
err3
errOAAI
errWang, Puyu; Lei, Yunwen; Ying, Yiming; Zhou, Ding-Xuan
errShare
errSave
Few-Shot Learning With Dynamic Graph Structure Preserving
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-03-01
err7
PREAI
errFu, Sichao; Cao, Qiong; Lei, Yunwen; Zhong, Yujie; Zhan, Yibing; You, Xinge
errShare
errSave
Differentially private empirical risk minimization for AUC maximization
errNEUROCOMPUTING
IF6.5
err2021-10-01
err10
PREAI
errWang, Puyu; Yang, Zhenhuan; Lei, Yunwen; Ying, Yiming; Zhang, Hai
errShare
errSave
Stochastic Gradient Descent for Nonconvex Learning Without Bounded Gradient Assumptions
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-10-01
err52
errOAAI
errLei, Yunwen; Hu, Ting; Li, Guiying; Tang, Ke
errShare
errSave
Refined bounds for online pairwise learning algorithms
errNEUROCOMPUTING
IF6.5
err2018-01-01
err14
PREAI
errChen, Xiaming; Lei, Yunwen
errShare
errSave
Local Rademacher complexity bounds based on covering numbers
errNEUROCOMPUTING
IF6.5
err2016-12-01
err10
errOAAI
errLei, Yunwen; Ding, Lixin; Bi, Yingzhou
errShare
errSave
Generalization Performance of Radial Basis Function Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2015-03-01
err26
PREAI
errLei, Yunwen; Ding, Lixin; Zhang, Wensheng
errShare
errSave
Generalization ability of fractional polynomial models
errNEURAL NETWORKS
IF6.3
err2014-01-01
err1
PREAI
errLei, Yunwen; Ding, Lixin; Ding, Yiming
errShare
errSave
Universal learning using free multivariate splines
errNEUROCOMPUTING
IF6.5
err2013-11-01
err2
PREAI
errLei, Yunwen; Ding, Lixin; Wu, Weili
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
汤
汤珂 (Ke Tang)
H-index: 61 · Papers: 539
W
Weili Wu
H-index: 53 · Papers: 708
D
Ding‐Xuan Zhou
H-index: 48 · Papers: 278
X
Xiaoming Yuan
H-index: 44 · Papers: 193
X
Xinge You
H-index: 40 · Papers: 240
View more