Zhize Li · Singapore Management University

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Works42 from public data

TitleCited by

SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
arXiv · 2022
67
A Simple Proximal Stochastic Gradient Method for Nonsmooth Nonconvex Optimization
arXiv · 2018
65
Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization
arXiv · 2020
64
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
arXiv · 2025
60
Gradient Boosting with Piece-Wise Linear Regression Trees
International Joint Conference on Artificial Intelligence · 2019
60
On Top-k selection in multi-armed bandits and hidden bipartite graphs
Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 2015
50
Optimal In-Place Suffix Sorting
DCC · 2018
41
PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
arXiv · 2020
32
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering
arXiv · 2022
31
A unified variance-reduced accelerated gradient method for convex optimization
arXiv · 2019
31
DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization
SIAM Journal on Mathematics of Data Science · 2022
25
A Unified Analysis of Stochastic Gradient Methods for Nonconvex Federated Optimization
arXiv · 2020
23
Faster Rates for Compressed Federated Learning with Client-Variance Reduction
SIAM Journal on Mathematics of Data Science · 2024
22
Stochastic gradient Hamiltonian Monte Carlo with variance reduction for Bayesian inference
Machine Learning · 2019
21
Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization
arXiv · 2019
20
MARINA: Faster Non-Convex Distributed Learning with Compression
arXiv · 2021
14
Heterogeneous sensing for target tracking: architecture, techniques, applications and challenges
Measurement Science and Technology · 2023
13
The Effectiveness of Local Updates for Decentralized Learning Under Data Heterogeneity
IEEE Transactions on Signal Processing · 2025
12
ZeroSARAH: Efficient Nonconvex Finite-Sum Optimization with Zero Full Gradient Computation
arXiv · 2021
9
FedPAGE: A Fast Local Stochastic Gradient Method for Communication-Efficient Federated Learning
arXiv · 2021
8
EFSkip: A New Error Feedback with Linear Speedup for Compressed Federated Learning with Arbitrary Data Heterogeneity
Proceedings of the AAAI Conference on Artificial Intelligence · 2025
7
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation
arXiv · 2022
6
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression
arXiv · 2022
6
CANITA: Faster Rates for Distributed Convex Optimization with Communication Compression
arXiv · 2021
6
ANITA: An Optimal Loopless Accelerated Variance-Reduced Gradient Method
arXiv · 2021
6

Publication data from OpenAlex; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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