Author

Shuoguang Yang

Observed name: Yang, Shuoguang

Institutions: University Medical Center Groningen, University of Groningen, Hong Kong University of Science and Technology, Wetsus, European Centre of Excellence for Sustainable Water Technology

Observed institutions: Georgia Institute of Technology, University Medical Center Groningen, University of Groningen, Hong Kong University of Science and Technology, Wetsus, European Centre of Excellence for Sustainable Water Technology, Columbia University, University of Hong Kong

ORCID: 0000-0002-0915-196X

Observed ORCID: 0000-0002-0915-196X

OpenAlex ID: A5075657505

Multilevel Stochastic Gradient Methods for Nested Composition Optimization

2019 · Shuoguang Yang, Mengdi Wang, et al. · SIAM Journal on Optimization · 42

Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications

2017 · Zhuwen Li, Loong-Fah Cheong, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 26

Revenue Maximization and Learning in Products Ranking

2021 · Ningyuan Chen, Anran Li, et al. · ACM Conference on Economics and Computation (EC) · 14

Bridging Adversarial and Nonstationary Multi-Armed Bandit

2025 · Ningyuan Chen, Ningyuan Chen, et al. · Production and Operations Management · 6

Data-Driven Minimax Optimization with Expectation Constraints

2024 · Shuoguang Yang, Xudong Li, et al. · Operations Research · 6

Revenue Maximization and Learning in Products Ranking

2020 · Chen, Ningyuan, Li, Anran, et al. · arXiv (Cornell University) · 6

Robust linear control of storage in transmission systems, and extensions to robust network control problems

2017 · Daniel Bienstock, Gonzalo Munoz, et al. · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 6

Simultaneous Clustering and Model Selection for Tensor Affinities

2016 · Zhuwen Li, Shuoguang Yang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 6

Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies

2016 · Carsten Matke, Daniel Bienstock, et al. · Studies in computational intelligence · 5

Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks

2022 · Yang, Shuoguang, Zhang, Xuezhou, et al. · arXiv (Cornell University) · 4

Robust linear control of nonconvex battery operation in transmission systems

2016 · Bienstock, Daniel, Matke, Carsten, et al. · arXiv (Cornell University) · 4

Online Learning of Independent Cascade Models with Node-Level Feedback

2025 · Shuoguang Yang, Van-Anh Truong · Mathematics of Operations Research · 2

A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization

2024 · Shuoguang Yang, Fengpei Li · IEEE Transactions on Signal Processing · 2

Decentralized Gossip-Based Stochastic Bilevel Optimization Over Communication Networks

2022 · Shuoguang Yang, Xuezhou Zhang, et al. · neural information processing systems · 2

Dynamic Pricing With Recommendation and Consumer Feedback

2025 · Wenji Xu, Shuoguang Yang · The RAND Journal of Economics · 1

Stochastic Compositional Optimization with Compositional Constraints

2025 · Shuoguang Yang, Wei You, et al. · INFORMS Journal on Optimization · 1

Data-Driven Compositional Optimization in Misspecified Regimes

2024 · Shuoguang Yang, Ethan X. Fang, et al. · Operations Research · 1

Fast Thompson Sampling Algorithm with Cumulative Oversampling: Application to Budgeted Influence Maximization.

2020 · Shatian Wang, Shuoguang Yang, et al. · arXiv (Cornell University) · 1

Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence

2019 · Yang, Shuoguang, Wang, Shatian, et al. · arXiv (Cornell University) · 1

Online Generalized Sparse Regression: How Does Overparametrization Help?

2026 · Yang, Shuoguang, Sun, Qiang · arXiv (Cornell University)

Revenue Maximization and Learning in Product Ranking

2026 · Ningyuan Chen, Anran Li, et al. · Operations Research

Federated Multi-Level Optimization over Decentralized Networks

2023 · Yang, Shuoguang, Zhang, Xuezhou, et al. · arXiv (Cornell University)

Information-Directed Selection for Top-Two Algorithms

2023 · Qin, Chao, Wang, Zihao, et al. · Rare & Special e-Zone (The Hong Kong University of Science and Technology)

Online Linearized LASSO

2022 · Yang, Shuoguang, Yan, Yuhao, et al. · arXiv (Cornell University)

Information-Directed Selection for Top-Two Algorithms

2022 · You, Wei, Qin, Chao, et al. · arXiv (Cornell University)

Works count: 28

Citation count: 130

H-index: 6

I10-index: 3