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Mingyi Hong

university of minnesota

58H-index
420Paper Count
1.5WCitation Count
Published Papers 38
Publication Date
Aligning Large Language Models With Human Feedback: Mathematical foundations and algorithm design [Special Issue on the Mathematics of Deep Learning]
err2026-06-12
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PREAI
errSiliang Zeng; Luca Viano; Chenliang Li; Jiaxiang Li; Markus Wulfmeier; Stefano Ermon; Alfredo Garcia; Mingyi Hong
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Downlink MIMO Channel Estimation From Bits: Recoverability and Algorithm
err2025-01-01
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PREAI
errRajesh Shrestha; Mingjie Shao; Mingyi Hong; Wing-Kin Ma; Xiao Fu
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A Survey of Recent Advances in Optimization Methods for Wireless Communications
err2024-11-01
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errOAAI
errLiu, Ya-Feng; Chang, Tsung-Hui; Hong, Mingyi; Wu, Zheyu; So, Anthony Man-Cho; Jorswieck, Eduard A.; Yu, Wei
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Guest Editorial Advanced Optimization Theory and Algorithms for Next-Generation Wireless Communication Networks
err2024-11-01
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PREAI
errLiu, Ya-Feng; Chang, Tsung-Hui; Hong, Mingyi; So, Anthony Man-Cho; Jorswieck, Eduard A.; Yu, Wei
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An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning
err2024-04-16
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errOAAI
errZhang, Yihua; Khanduri, Prashant; Tsaknakis, Ioannis; Yao, Yuguang; Hong, Mingyi; Liu, Sijia
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On the Local Linear Rate of Consensus on the Stiefel Manifold
err2024-04-01
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errOAAI
errChen, Shixiang; Garcia, Alfredo; Hong, Mingyi; Shahrampour, Shahin
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Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms
err2020-10-01
err66
errOAAI
errHosseini, Seyed Amir Hossein; Yaman, Burhaneddin; Moeller, Steen; Hong, Mingyi; Akcakaya, Mehmet
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Nonconvex Min-Max Optimization Applications, challenges, and recent theoretical advances
err2020-09-01
err63
errOAAI
errRazaviyayn, Meisam; Huang, Tianjian; Lu, Songtao; Nouiehed, Maher; Sanjabi, Maziar; Hong, Mingyi
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Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
err2020-05-01
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errOAAI
errChang, Tsung-Hui; Hong, Mingyi; Wai, Hoi-To; Zhang, Xinwei; Lu, Songtao
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A deep learning method for online capacity estimation of lithium-ion batteries
err2019-10-01
err261
errOAAI
errShen, Sheng; Sadoughi, Mohammadkazem; Chen, Xiangyi; Hong, Mingyi; Hu, Chao
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Distributed Controllers Seeking AC Optimal Power Flow Solutions Using ADMM
err2018-09-01
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errOAAI
errZhang, Yijian; Hong, Mingyi; Dall'Anese, Emiliano; Dhople, Sairaj V.; Xu, Zi
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Network Slicing for Service-Oriented Networks Under Resource Constraints
err2017-11-01
err89
errOAAI
errZhang, Nan; Liu, Ya-Feng; Farmanbar, Hamid; Chang, Tsung-Hui; Hong, Mingyi; Luo, Zhi-Quan
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Joint Transceiver Designs for Full-Duplex K-Pair MIMO Interference Channel With SWIPT
err2017-02-01
err27
PREAI
errZhao, Ming-Min; Cai, Yunlong; Shi, Qingjiang; Hong, Mingyi; Champagne, Benoit
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