Concepedia

Haoran Sun

HS

15

Publications

1.6K

Citations

13

H-Index

2017

Active since

Affiliations

University of Minnesota(Current)

Oregon State University

Chinese University of Hong Kong, Shenzhen

Shenzhen Research Institute of Big Data

University of Minnesota System

Haoran Sun is an author at University of Minnesota specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningDistributed LearningComputational ComplexityWireless SystemsCluster ComputingSignal Processing

Publications per year

2017–2022

15

Publications

15

Learning to Optimize: Training Deep Neural Networks for Interference Management

Haoran Sun, Xiangyi Chen, Qingjiang Shi et al. · IEEE Transactions on Signal Processing · 2018 · 847 citations · Full text

Learning to optimize: Training deep neural networks for wireless resource management

Haoran Sun, Xiangyi Chen, Qingjiang Shi et al. · 2017 · 317 citations

Wireless Communications, Engineering, Machine Learning +14

Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms

Haoran Sun, Mingyi Hong · IEEE Transactions on Signal Processing · 2019 · 70 citations · Full text

GNSD: a Gradient-Tracking Based Nonconvex Stochastic Algorithm for Decentralized Optimization

Songtao Lu, Xinwei Zhang, Haoran Sun et al. · 2019 · 60 citations

Cluster Computing, Engineering, Machine Learning +16

Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective

Haoran Sun, Wenqiang Pu, Xiao Fu et al. · IEEE Transactions on Signal Processing · 2022 · 41 citations · Full text

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