Mingyi Hong
2005–2026 年に発表
- 338
- 論文数
- 17,915
- 被引用数
- 67
- h 指数
- 191
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Engineering47.2%
- Computer Science43.7%
- Mathematics2.5%
- Medicine1.4%
- Decision Sciences1%
- Physics and Astronomy0.9%
- その他3.3%
トピック
- Advanced MIMO Systems Optimization7.4%
- Sparse and Compressive Sensing Techniques5.3%
- Stochastic Gradient Optimization Techniques4.2%
- Cooperative Communication and Network Coding3.5%
- Advanced Wireless Communication Technologies3.3%
- Energy Harvesting in Wireless Networks2.7%
- その他73.6%
共著者
- Zhi-Quan Luo48
- Alfredo García33
- Sijia Liu31
- Meisam Razaviyayn28
- Songtao Lu27
- Xiao Fu26
- Qingjiang Shi25
- Tsung-Hui Chang25
- Xinwei Zhang23
- Hoi-To Wai18
- Jie Ding18
- Siliang Zeng18
- Haoran Sun16
- Ioannis C. Tsaknakis15
- Xiangfeng Wang15
- Zhaoran Wang15
- Wei-Cheng Liao14
- Xiangyi Chen14
- Xun Xian14
- Chenliang Li13
- Jiaxiang Li13
- Yihua Zhang13
- Prashant Khanduri12
- Ruoyu Sun12
全論文
- A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
著者: Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo - SIAM Journal on Optimization, SIAM J. Optim. 2013 被引用: 1,314
- Learning to Optimize: Training Deep Neural Networks for Interference Management
著者: Haoran Sun, Xiangyi Chen, Qingjiang Shi, Mingyi Hong, Xiao Fu, Nicholas D. Sidiropoulos - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2018 被引用: 870
- Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization - Part I: Algorithms and Convergence Analysis
著者: Qingjiang Shi, Mingyi Hong - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2020 被引用: 260
- FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data
著者: Xinwei Zhang, Mingyi Hong, Sairaj V. Dhople, Wotao Yin, Yang Liu - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2021 被引用: 171
- A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing
著者: Mingyi Hong, Meisam Razaviyayn, Zhi-Quan Luo, Jong-Shi Pang - IEEE Signal Processing Magazine, IEEE Signal Process. Mag. 2015 被引用: 467
- Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment
著者: Wei, Quan, Siliang Zeng, Chenliang Li, William M. Brown, Oana Frunza, Deng, Wei, Anderson Schneider, Yuriy Nevmyvaka, Yang Zhao, Alfredo Garcia, Mingyi Hong - ArXiv.org, CoRR 2025 被引用: 67
- FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features
著者: Yang Liu, Xinwei Zhang, Yan Kang, Liping Li, Tianjian Chen, Mingyi Hong, Qiang Yang - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2022 被引用: 100
- Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
著者: Yihua Zhang, Pingzhi Li, Junyuan Hong, Jiaxiang Li, Yimeng Zhang, Wenqing Zheng, Pin-Yu Chen, Jason D. Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, Tianlong Chen - ICML 2024 被引用: 147
- Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective
著者: Kaidi Xu, Hongge Chen, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Mingyi Hong, Xue Lin - Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019 被引用: 336
- Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models
著者: Sagar Shrestha, Xiao Fu, Mingyi Hong - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2022 被引用: 80
- Multi-Agent Distributed Optimization via Inexact Consensus ADMM
著者: Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2014 被引用: 448
- Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
著者: Yimeng Zhang, Xin Chen, Jinghan Jia, Yihua Zhang, Chongyu Fan, Jiancheng Liu, Mingyi Hong, Ke Ding, Sijia Liu - Advances in Neural Information Processing Systems 37, NeurIPS 2024 被引用: 173
- Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
著者: Siyan Zhao, Mingyi Hong, Yang Liu, Devamanyu Hazarika, Kaixiang Lin - ICLR 2025 被引用: 116
- On the linear convergence of the alternating direction method of multipliers
著者: Mingyi Hong, Zhi-Quan Luo - Mathematical Programming, Math. Program. 2016 被引用: 626
- A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic
著者: Mingyi Hong, Hoi-To Wai, Zhaoran Wang, Zhuoran Yang - arXiv (Cornell University), CoRR 2020 被引用: 146
- Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
著者: Meisam Razaviyayn, Tianjian Huang, Songtao Lu, Maher Nouiehed, Maziar Sanjabi, Mingyi Hong - IEEE Signal Processing Magazine, IEEE Signal Process. Mag. 2020 被引用: 113
- On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization
著者: Xiangyi Chen, Sijia Liu, Ruoyu Sun, Mingyi Hong - ICLR (Poster) 2019 被引用: 382
- Spectrum Cartography via Coupled Block-Term Tensor Decomposition
著者: Guoyong Zhang, Xiao Fu, Jun Wang, Xi-Le Zhao, Mingyi Hong - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2020 被引用: 83
- Transmit Solutions for MIMO Wiretap Channels using Alternating Optimization
著者: Qiang Li, Mingyi Hong, Hoi-To Wai, Ya-Feng Liu, Wing-Kin Ma, Zhi-Quan Luo - IEEE Journal on Selected Areas in Communications, IEEE J. Sel. Areas Commun. 2013 被引用: 258
- Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis
著者: Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2016 被引用: 233
- A Two-Timescale Stochastic Algorithm Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic
著者: Mingyi Hong, Hoi-To Wai, Zhaoran Wang, Zhuoran Yang - SIAM Journal on Optimization, SIAM J. Optim. 2023 被引用: 54
- Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
著者: Chongyu Fan, Jinghan Jia, Yihua Zhang, Anil Ramakrishna, Mingyi Hong, Sijia Liu - ICML 2025 被引用: 70
- Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering
著者: Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong - ICML 2017 被引用: 992
- A deep learning method for online capacity estimation of lithium-ion batteries
著者: Sheng Shen, Mohammadkazem Sadoughi, Xiangyi Chen, Mingyi Hong, Chao Hu - Journal of Energy Storage 2019 被引用: 390
