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Author

Haoran Sun

Observed name: Sun, Haoran
Observed institutions: University of Minnesota, Xidian University, Xinjiang Agricultural University, Iowa State University, IBM Research - Thomas J. Watson Research Center, BYD (China), Chaohu University, Columbia University
ORCID: 0000-0002-6266-123X
Observed ORCID: 0000-0002-6266-123X
OpenAlex ID: A5014185440
Learning to Optimize: Training Deep Neural Networks for Interference Management
2018 · Haoran Sun, Xiangyi Chen, et al. · IEEE Transactions on Signal Processing · 871
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Learning to optimize: Training deep neural networks for wireless resource management
2017 · Haoran Sun, Xiangyi Chen, et al. · IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) · 306
Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms
2019 · Haoran Sun, Mingyi Hong · IEEE Transactions on Signal Processing · 63
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GNSD: a Gradient-Tracking Based Nonconvex Stochastic Algorithm for Decentralized Optimization
2019 · Songtao Lu, Xinwei Zhang, et al. · 63
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective
2022 · Haoran Sun, Wenqiang Pu, et al. · IEEE Transactions on Signal Processing · 45
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Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking
2020 · Haoran Sun, Songtao Lu, et al. · International Conference on Machine Learning · 42
Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms
2019 · Chen, Xiangyi, Chen, Tiancong, et al. · arXiv (Cornell University) · 41
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Limited Feedback Double Directional Massive MIMO Channel Estimation: From Low-Rank Modeling to Deep Learning
2018 · Haoran Sun, Ziping Zhao, et al. · IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) · 32
Research on Recognition Method of Electrical Components Based on FEYOLOv4-tiny
2022 · Jilong Gao, Haoran Sun, et al. · Journal of Electrical Engineering and Technology · 31
Inexact Block Coordinate Descent Methods for Symmetric Nonnegative Matrix Factorization
2017 · Qingjiang Shi, Haoran Sun, et al. · IEEE Transactions on Signal Processing · 30
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Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment
2021 · Haoran Sun, Wenqiang Pu, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 21
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Distributed Non-Convex First-Order optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms
2018 · Haoran Sun, Mingyi Hong · 2018 52nd Asilomar Conference on Signals, Systems, and Computers · 17
Deep Learning Based Preamble Detection and TOA Estimation
2019 · Haoran Sun, Aliye Ozge Kaya, et al. · Globecom · 14
To Supervise or Not to Supervise: How to Effectively Learn Wireless Interference Management Models?
2021 · Bingqing Song, Haoran Sun, et al. · IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) · 11
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach
2019 · Sun, Haoran, Lu, Songtao, et al. · arXiv (Cornell University) · 10
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Deep learning of MRI contrast enhancement for mapping cerebral blood volume from single-modal non-contrast scans of aging and Alzheimer's disease brains
2022 · Chen Liu, Nanyan Zhu, et al. · Frontiers in Aging Neuroscience · 7
On the Divergence of Decentralized Nonconvex Optimization
2022 · Mingyi Hong, Siliang Zeng, et al. · SIAM Journal on Optimization · 6
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Three-way dynamic clustering algorithms based on generalized neighborhood relations in incomplete hybrid information systems with applications in medical decision-making
2025 · Haoran Sun, Haoran Sun, et al. · Engineering Applications of Artificial Intelligence
CCCNet: Criss-cross attention enhanced cross layer refinement network for lane detection in complex scenarios
2025 · Bo Liu, Haoran Sun, et al. · PLoS ONE
Constrained Optimal Fuel Consumption of HEVs under Observational Noise
2024 · Yan, Shuchang, Sun, Haoran · arXiv (Cornell University)
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Characterization of a Novel LncRNA(LincRNA-Abcc10) in Northern Pike( Esox Lucius)
2023 · Wang Shunzhe, Shunzhe Wang, et al. · SSRN Electronic Journal
Characterization of a Novel LncRNA(LincRNA-Abcc10) in Northern Pike( Esox Lucius)
2023 · Wang Shunzhe, Shunzhe Wang, et al. · SSRN Electronic Journal
Distributed Learning in Non-Convex World: Theory, Algorithms, and Applications
2021 · Haoran Sun · University of Minnesota Digital Conservancy (University of Minnesota)
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Works count: 23
Citation count: 1,609
H-index: 13
I10-index: 15
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