Yuejie Chi - Publications, H-index & Citations

Yuejie Chi

carnegie mellon university

33H指数

258论文数

5.4K被引数

收录论文 23

发表时间

A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning 一种多标记坐标下降方法用于半去中心化垂直联邦学习

IEEE Transactions on Signal Processing

IF5.8

2026-01-12

PREAI

Pedro Valdeira; Yuejie Chi; Cláudia Soares; João Xavier

Communication-Efficient Federated Optimization Over Semi-Decentralized Networks

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2025-01-01

PREAI

Wang, He; Chi, Yuejie

SETTLING THE SAMPLE COMPLEXITY OF MODEL-BASED OFFLINE REINFORCEMENT LEARNING

ANNALS OF STATISTICS

IF3.7

2024-02-01

OAAI

Li, Gen; Shi, Laixi; Chen, Yuxin; Chi, Yuejie; Wei, Yuting

A lightweight transformer for faster and robust EBSD data collection 一个轻量级的变压器，用于更快和强大的EBSD数据收集

SCIENTIFIC REPORTS

IF3.9

2023-12-01

OAAI

Dong, Harry; Donegan, Sean; Shah, Megna; Chi, Yuejie

SUBSPACE ESTIMATION FROM UNBALANCED AND INCOMPLETE DATA MATRICES: l2,∞ STATISTICAL GUARANTEES

ANNALS OF STATISTICS

IF3.7

2021-04-01

OAAI

Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin

Compressed Super-Resolution of Positive Sources

ieee signal processing magazine

IF3.9

2021-01-01

OAAI

Ferreira Da Costa, Maxime; Chi, Yuejie

Spectral Methods for Data Science: A Statistical Perspective

FOUNDATIONS AND TRENDS IN MACHINE LEARNING

IF25.4

2021-01-01

OAAI

Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong

Harnessing Sparsity Over the Continuum: Atomic norm minimization for superresolution

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-03-01

OAAI

Chi, Yuejie; Da Costa, Maxime

Analytical convergence regions of accelerated gradient descent in nonconvex optimization under Regularity Condition 正则条件下非凸优化中加速梯度下降的解析收敛区域

AUTOMATICA

IF5.9

2020-03-01

OAAI

Xiong, Huaqing; Chi, Yuejie; Hu, Bin; Zhang, Wei

Vector-Valued Graph Trend Filtering With Non-Convex Penalties

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2020-01-01

OAAI

Varma, Rohan; Lee, Harlin; Kovacevic, Jelena; Chi, Yuejie

Low-Rank Structured Covariance Matrix Estimation

ieee signal processing magazine

IF3.9

2019-05-01

PREAI

Shikhaliev, Azer P.; Potter, Lee C.; Chi, Yuejie

Low-Rank Matrix Completion

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2018-09-01

PREAI

Chi, Yuejie

Rethinking PCA for Modern Data Sets: Theory, Algorithms, and Applications

PROCEEDINGS OF THE IEEE

IF25.9

2018-08-01

OAAI

Vaswani, Namrata; Chi, Yuejie; Bouwmans, Thierry

Streaming PCA and Subspace Tracking: The Missing Data Case

PROCEEDINGS OF THE IEEE

IF25.9

2018-08-01

OAAI

Balzano, Laura; Chi, Yuejie; Lu, Yue M.

Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation Recent theory and fast algorithms via convex and nonconvex optimization

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2018-07-01

100

PREAI

Chen, Yudong; Chi, Yuejie

Blind Deconvolution From Multiple Sparse Inputs

ieee signal processing magazine

IF3.9

2016-10-01

PREAI

Wang, Liming; Chi, Yuejie

Kaczmarz Method for Solving Quadratic Equations 求解二次方程的Kaczmarz方法

ieee signal processing magazine

IF3.9

2016-09-01

PREAI

Chi, Yuejie; Lu, Yue M.

Guaranteed Blind Sparse Spikes Deconvolution via Lifting and Convex Optimization

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2016-06-01

110

OAAI

Chi, Yuejie

Fast Two Dimensional Superresolution Image Reconstruction Algorithm for Ultrahigh Emitter Density

BIOPHYSICAL JOURNAL

IF3.1

2016-02-01

OAAI

Sun, Mingzhai; Huang, Jiaqing; Gumpper, Kristyn; Chi, Yuejie; Ma, Jianjie

Orthogonal Matching Pursuit on Faulty Circuits

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2015-07-01

PREAI

Li, Yao; Chi, Yuejie; Huang, Chu-Hsiang; Dolecek, Lara

研究方向