← All authors Mingyi Hong University of Minnesota (from arXiv:2210.01282, 2022) · ORCID · OpenAlex
50 papers in scope · 50 published · 1 on the econ.EM arXiv · 4,472 citations · h-index 32 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
James M. Robins Hidehiko Ichimura Juan Carlos Escanciano Whitney K. Newey Victor Chernozhukov Vasilis Syrgkanis Rahul Singh Christian Hansen Alexandre Belloni Shota Yasui Rajarshi Mukherjee Max H. Farrell Tatsushi Oka Iván Fernández-Val Joël Terschuur Facundo Argañaraz Undral Byambadalai Denis Chetverikov Susan Athey Matias D. Cattaneo Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 50)
Aligning Large Language Models With Human Feedback: Mathematical foundations and algorithm design [Special Issue on the Mathematics of Deep Learning]
published 2026 · IEEE Signal Processing Magazine · first circulated 2025
with Siliang Zeng, Luca Viano, Chenliang Li, Jiaxiang Li, Markus Wulfmeier, Stefano Ermon, Alfredo Garcia, Volkan Cevher, Alfredo García
MM4Rec: Multi-Source and Multi-Scenario Recommender for Unified User Preference
published 2026 · Proceedings of the AAAI Conference on Artificial Intelligence
with Chu-Chun Yu, Miao-Chen Chiang, Min Chen Hsieh, Che Lin
HINPool: A Unified Heterogeneous Graph Pooling Framework for Accurate Molecular and Protein Property Prediction
published 2026 · Proceedings of the AAAI Conference on Artificial Intelligence
with You-Chen Teng, Shao-En Lin, Chih-Yu Wang, Che Lin
Downlink MIMO Channel Estimation From Bits: Recoverability and Algorithm
published 2025 · IEEE Transactions on Signal Processing · 2 citations · first circulated 2024
with Rajesh Shrestha, Mingjie Shao, Wing-Kin Ma, Xiao Fu
Towards Physics-Driven Neural-Network pTx Design with Hard Constraints
published 2024 · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
with Toygan Kılıç, Jürgen Herrler, Patrick Liebig, Ömer Faruk Demirel, Armin M. Nagel, Kǎmil Uǧurbil, Mehmet Akçakaya
published 2024 · Operations Research · 3 citations · first circulated 2022
An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning
published 2024 · IEEE Signal Processing Magazine · 34 citations · first circulated 2023
with Yihua Zhang, Prashant Khanduri, Ioannis Tsaknakis, Y. Yao, Sijia Liu, Yuguang Yao
A Two-Timescale Stochastic Algorithm Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic
published 2023 · 54 citations · first circulated 2020
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup
published 2023 · IEEE Transactions on Signal Processing · 33 citations · first circulated 2020
with Han Shen, Kaiqing Zhang, Tianyi Chen
Optimal Solutions for Joint Beamforming and Antenna Selection: From Branch and Bound to Graph Neural Imitation Learning
published 2023 · IEEE Transactions on Signal Processing · 22 citations · first circulated 2022
with Sagar Shrestha, Xiao Fu
Parallel Assisted Learning
published 2022 · IEEE Transactions on Signal Processing · 3 citations
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features
published 2022 · IEEE Transactions on Signal Processing · 103 citations · first circulated 2019
with Yang Liu, Xinwei Zhang, Yan Kang, Liping Li, Tianjian Chen, Qiang Yang, Yong Cheng
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models
published 2022 · IEEE Transactions on Signal Processing · 83 citations
with Sagar Shrestha, Xiao Fu
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective
published 2022 · IEEE Transactions on Signal Processing · 43 citations
with Haoran Sun, Wenqiang Pu, Xiao Fu, Tsung-Hui Chang
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses
published 2022 · IEEE Transactions on Signal Processing · 16 citations
with Wenqiang Pu, Shahana Ibrahim, Xiao Fu
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
published 2021 · Neural Information Processing Systems · 20 citations
with Prashant Khanduri, Pranay Sharma, Haibo Yang, Jia Liu, Ketan Rajawat, Pramod K. Varshney
A Gentle Introduction to ADMM for Statistical Problems
published 2021 · Wiley StatsRef: Statistics Reference Online
with Shiqian Ma
Finding First-Order Nash Equilibria of Zero-Sum Games with the Regularized Nikaido-Isoda Function
published 2021 · International Conference on Artificial Intelligence and Statistics · 1 citations
with Ioannis Tsaknakis
no link
A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum
published 2021 · Neural Information Processing Systems · 26 citations
FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data
published 2021 · IEEE Transactions on Signal Processing · 177 citations · first circulated 2020
with Xinwei Zhang, Sairaj V. Dhople, Wotao Yin, Yang Liu
Linearized ADMM Converges to Second-Order Stationary Points for Non-Convex Problems
published 2021 · IEEE Transactions on Signal Processing · 19 citations
with Songtao Lu, Jason Lee, Meisam Razaviyayn
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
published 2020 · IEEE Signal Processing Magazine · 115 citations
with Meisam Razaviyayn, Tianjian Huang, Songtao Lu, Maher Nouiehed, Maziar Sanjabi
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking
published 2020 · International Conference on Machine Learning · 35 citations · first circulated 2019
with Haoran Sun, Songtao Lu
Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part I: Algorithms and Convergence Analysis
published 2020 · IEEE Transactions on Signal Processing · 262 citations · first circulated 2017
with Qingjiang Shi, Xiao Fu, Tsung-Hui Chang
Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications
published 2020 · IEEE Transactions on Signal Processing · 133 citations
with Songtao Lu, Ioannis Tsaknakis, Yongxin Chen
Learned Conjugate Gradient Descent Network for Massive MIMO Detection
published 2020 · IEEE Transactions on Signal Processing · 96 citations
with Yi Wei, Ming-Min Zhao, Minjian Zhao, Ming Lei
Spectrum Cartography via Coupled Block-Term Tensor Decomposition
published 2020 · IEEE Transactions on Signal Processing · 85 citations
with Guoyong Zhang, Xiao Fu, Jun Wang, Xi-Le Zhao
Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms
published 2019 · IEEE Transactions on Signal Processing · 71 citations · first circulated 2018
with Haoran Sun
Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost
published 2019 · neural information processing systems · 58 citations
Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data
published 2018 · IEEE Transactions on Signal Processing · 39 citations
with Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos
Learning to Optimize: Training Deep Neural Networks for Interference Management
published 2018 · IEEE Transactions on Signal Processing · 877 citations
with Haoran Sun, Xiangyi Chen, Qingjiang Shi, Xiao Fu, Nicholas D. Sidiropoulos
Inexact Block Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization
published 2017 · IEEE Transactions on Signal Processing · 32 citations
with Qingjiang Shi, Haoran Sun, Songtao Lu, Meisam Razaviyayn
Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis
published 2017 · IEEE Transactions on Signal Processing · 46 citations
with Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos, Anthony Man-Cho So
A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality
published 2017 · IEEE Transactions on Signal Processing · 47 citations
with Songtao Lu, Zhengdao Wang
Stochastic Proximal Gradient Consensus Over Random Networks
published 2017 · IEEE Transactions on Signal Processing · 81 citations · first circulated 2015
with Tsung-Hui Chang
Distributed Controllers Seeking AC Optimal Power Flow Solutions Using ADMM
published 2017 · IEEE Transactions on Smart Grid · 64 citations
with Yijian Zhang, Emiliano Dall’Anese, Sairaj V. Dhople, Zi Xu
A Stochastic Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization
published 2017 · International Conference on Artificial Intelligence and Statistics · 4 citations
with Songtao Lu, Zhengdao Wang
no link
Joint Source-Relay Design for Full-Duplex MIMO AF Relay Systems
published 2016 · IEEE Transactions on Signal Processing · 78 citations
with Qingjiang Shi, Xiqi Gao, Enbin Song, Yunlong Cai, Weiqiang Xu
Asynchronous Distributed ADMM for Large-Scale Optimization—Part I: Algorithm andConvergence Analysis
published 2016 · IEEE Transactions on Signal Processing · 235 citations
with Tsung-Hui Chang, Wei-Cheng Liao, Xiangfeng Wang
Asynchronous Distributed ADMM for Large-Scale Optimization—Part II: Linear Convergence Analysis and Numerical Performance
published 2016 · IEEE Transactions on Signal Processing · 71 citations
with Tsung-Hui Chang, Wei-Cheng Liao, Xiangfeng Wang
SINR Constrained Beamforming for aMIMO Multi-User Downlink System: Algorithms and Convergence Analysis
published 2016 · IEEE Transactions on Signal Processing · 59 citations
with Qingjiang Shi, Meisam Razaviyayn, Zhi-Quan Luo
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing
published 2015 · IEEE Signal Processing Magazine · 467 citations
Energy Efficiency Optimization for MISO SWIPT Systems With Zero-Forcing Beamforming
published 2015 · IEEE Transactions on Signal Processing · 144 citations
Multi-Agent Distributed Optimization via Inexact Consensus ADMM
published 2014 · IEEE Transactions on Signal Processing · 450 citations
with Tsung-Hui Chang, Xiangfeng Wang
Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach
published 2014 · IEEE Signal Processing Magazine · 44 citations
with Hadi Baligh, Wei-Cheng Liao, Zhi-Quan Luo, Meisam Razaviyayn, Maziar Sanjabi, Ruoyu Sun
Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks
published 2014 · IEEE Transactions on Signal Processing · 105 citations
with Wei-Cheng Liao, Ya-Feng Liu, Zhi-Quan Luo
Joint Access Point Selection and Power Allocation for Uplink Wireless Networks
published 2013 · IEEE Transactions on Signal Processing · 19 citations
Distributed Linear Precoder Optimization and Base Station Selection for an Uplink Heterogeneous Network
published 2013 · IEEE Transactions on Signal Processing · 58 citations
with Zhi-Quan Luo
Equilibrium Pricing of Interference in Cognitive Radio Networks
published 2011 · IEEE Transactions on Signal Processing · 31 citations
Averaged Iterative Water-Filling Algorithm: Robustness and Convergence
published 2011 · IEEE Transactions on Signal Processing · 27 citations
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