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Yuejie Chi

carnegie mellon university

33H-index
258Paper Count
5.4KCitation Count
Published Papers 23
Publication Date
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A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning
errIEEE Transactions on Signal Processing
IF5.8
err2026-01-12
err0
PREAI
errPedro Valdeira; Yuejie Chi; Cláudia Soares; João Xavier
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Communication-Efficient Federated Optimization Over Semi-Decentralized Networks
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2025-01-01
err0
PREAI
errWang, He; Chi, Yuejie
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errSave
SETTLING THE SAMPLE COMPLEXITY OF MODEL-BASED OFFLINE REINFORCEMENT LEARNING
errANNALS OF STATISTICS
IF3.7
err2024-02-01
err3
errOAAI
errLi, Gen; Shi, Laixi; Chen, Yuxin; Chi, Yuejie; Wei, Yuting
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A lightweight transformer for faster and robust EBSD data collection
errSCIENTIFIC REPORTS
IF3.9
err2023-12-01
err1
errOAAI
errDong, Harry; Donegan, Sean; Shah, Megna; Chi, Yuejie
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SUBSPACE ESTIMATION FROM UNBALANCED AND INCOMPLETE DATA MATRICES: l2,∞ STATISTICAL GUARANTEES
errANNALS OF STATISTICS
IF3.7
err2021-04-01
err41
errOAAI
errCai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin
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Compressed Super-Resolution of Positive Sources
errieee signal processing magazine
IF3.9
err2021-01-01
err7
errOAAI
errFerreira Da Costa, Maxime; Chi, Yuejie
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errSave
Spectral Methods for Data Science: A Statistical Perspective
errFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
err2021-01-01
err78
errOAAI
errChen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
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errSave
Harnessing Sparsity Over the Continuum: Atomic norm minimization for superresolution
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2020-03-01
err94
errOAAI
errChi, Yuejie; Da Costa, Maxime
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errSave
Analytical convergence regions of accelerated gradient descent in nonconvex optimization under Regularity Condition
errAUTOMATICA
IF5.9
err2020-03-01
err10
errOAAI
errXiong, Huaqing; Chi, Yuejie; Hu, Bin; Zhang, Wei
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errSave
Vector-Valued Graph Trend Filtering With Non-Convex Penalties
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2020-01-01
err27
errOAAI
errVarma, Rohan; Lee, Harlin; Kovacevic, Jelena; Chi, Yuejie
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errSave
Low-Rank Structured Covariance Matrix Estimation
errieee signal processing magazine
IF3.9
err2019-05-01
err11
PREAI
errShikhaliev, Azer P.; Potter, Lee C.; Chi, Yuejie
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errSave
Low-Rank Matrix Completion
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2018-09-01
err15
PREAI
errChi, Yuejie
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errSave
Rethinking PCA for Modern Data Sets: Theory, Algorithms, and Applications
errPROCEEDINGS OF THE IEEE
IF25.9
err2018-08-01
err65
errOAAI
errVaswani, Namrata; Chi, Yuejie; Bouwmans, Thierry
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errSave
Streaming PCA and Subspace Tracking: The Missing Data Case
errPROCEEDINGS OF THE IEEE
IF25.9
err2018-08-01
err61
errOAAI
errBalzano, Laura; Chi, Yuejie; Lu, Yue M.
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errSave
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation Recent theory and fast algorithms via convex and nonconvex optimization
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2018-07-01
err100
PREAI
errChen, Yudong; Chi, Yuejie
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errSave
Blind Deconvolution From Multiple Sparse Inputs
errieee signal processing magazine
IF3.9
err2016-10-01
err60
PREAI
errWang, Liming; Chi, Yuejie
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errSave
Kaczmarz Method for Solving Quadratic Equations
errieee signal processing magazine
IF3.9
err2016-09-01
err33
PREAI
errChi, Yuejie; Lu, Yue M.
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errSave
Guaranteed Blind Sparse Spikes Deconvolution via Lifting and Convex Optimization
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2016-06-01
err110
errOAAI
errChi, Yuejie
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errSave
Fast Two Dimensional Superresolution Image Reconstruction Algorithm for Ultrahigh Emitter Density
errBIOPHYSICAL JOURNAL
IF3.1
err2016-02-01
err0
errOAAI
errSun, Mingzhai; Huang, Jiaqing; Gumpper, Kristyn; Chi, Yuejie; Ma, Jianjie
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Orthogonal Matching Pursuit on Faulty Circuits
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2015-07-01
err2
PREAI
errLi, Yao; Chi, Yuejie; Huang, Chu-Hsiang; Dolecek, Lara
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Research Directions

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Co-authors
Cooperation Journals
H
H. Vincent Poor
H-index: 176 · Papers: 3.8K
J
Jianqing Fan
H-index: 101 · Papers: 685
N
Naofal Al‐Dhahir
H-index: 65 · Papers: 812
J
Jianjie Ma
H-index: 63 · Papers: 320
A
A.R. Calderbank
H-index: 49 · Papers: 313
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