Shuoguang Yang

According to our database, Shuoguang Yang authored at least 21 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Data-Driven Minimax Optimization with Expectation Constraints.

Shuoguang Yang, Xudong Li, Guanghui Lan

Oper. Res., 2025

Data-Driven Compositional Optimization in Misspecified Regimes.

Shuoguang Yang, Ethan X. Fang, Uday V. Shanbhag

Oper. Res., 2025

2024

A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization.

Shuoguang Yang, Fengpei Li

IEEE Trans. Signal Process., 2024

2023

Federated Multi-Level Optimization over Decentralized Networks.

Shuoguang Yang, Xuezhou Zhang, Mengdi Wang

CoRR, 2023

Information-Directed Selection for Top-Two Algorithms.

Wei You, Chao Qin, Zihao Wang, Shuoguang Yang

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

Online Linearized LASSO.

Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Streaming Sparse Linear Regression.

Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun

CoRR, 2022

Stochastic Compositional Optimization with Compositional Constraints.

Shuoguang Yang, Zhe Zhang, Ethan X. Fang

CoRR, 2022

Optimality Conditions and Algorithms for Top-K Arm Identification.

Zihao Wang, Shuoguang Yang, Wei You

CoRR, 2022

Data-Driven Minimax Optimization with Expectation Constraints.

Shuoguang Yang, Xudong Li, Guanghui Lan

CoRR, 2022

Bridging Adversarial and Nonstationary Multi-armed Bandit.

Ningyuan Chen, Shuoguang Yang

CoRR, 2022

Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks.

Shuoguang Yang, Xuezhou Zhang, Mengdi Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Online Learning of Independent Cascade Models with Node-level Feedback.

Shuoguang Yang, Van-Anh Truong

CoRR, 2021

Revenue Maximization and Learning in Products Ranking.

Ningyuan Chen, Anran Li, Shuoguang Yang

Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021

2020

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

Shatian Wang, Shuoguang Yang, Zhen Xu, Van-Anh Truong

CoRR, 2020

2019

Multilevel Stochastic Gradient Methods for Nested Composition Optimization.

Shuoguang Yang, Mengdi Wang, Ethan X. Fang

SIAM J. Optim., 2019

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

Shuoguang Yang, Shatian Wang, Van-Anh Truong

CoRR, 2019

2018

Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications.

Zhuwen Li, Loong-Fah Cheong, Shuoguang Yang, Kim-Chuan Toh

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

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

Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, Carsten Matke

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Simultaneous Clustering and Model Selection for Tensor Affinities.

Zhuwen Li, Shuoguang Yang, Loong-Fah Cheong, Kim-Chuan Toh

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

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

Carsten Matke, Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, David Kleinhans, Sebastian Sager

Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016