Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies. - Carsten Matke; Daniel Bienstock; Gonzalo Muñoz 001; Shuoguang Yang; David Kleinhans; Sebastian Sager (COMPLEX NETWORKS, 2016)

Simultaneous Clustering and Model Selection for Tensor Affinities. - Zhuwen Li; Shuoguang Yang; Loong-Fah Cheong; Kim-Chuan Toh (CVPR, 2016)

Robust linear control of storage in transmission systems, and extensions to robust network control problems. - Daniel Bienstock; Gonzalo Muñoz 001; Shuoguang Yang; Carsten Matke (CDC, 2017)

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)

Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence. - Shuoguang Yang; Shatian Wang; Van-Anh Truong (CoRR, 2019)

Multilevel Stochastic Gradient Methods for Nested Composition Optimization. - Shuoguang Yang; Mengdi Wang; Ethan X. Fang (SIAM J. Optim., 2019)

Fast Thompson Sampling Algorithm with Cumulative Oversampling: Application to Budgeted Influence Maximization. - Shatian Wang; Shuoguang Yang; Zhen Xu; Van-Anh Truong (CoRR, 2020)

Revenue Maximization and Learning in Products Ranking. - Ningyuan Chen; Anran Li 002; Shuoguang Yang (EC, 2021)

Online Learning of Independent Cascade Models with Node-level Feedback. - Shuoguang Yang; Van-Anh Truong (CoRR, 2021)

Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks. - Shuoguang Yang; Xuezhou Zhang; Mengdi Wang (NeurIPS, 2022)

Bridging Adversarial and Nonstationary Multi-armed Bandit. - Ningyuan Chen; Shuoguang Yang (CoRR, 2022)

Data-Driven Minimax Optimization with Expectation Constraints. - Shuoguang Yang; Xudong Li; Guanghui Lan (CoRR, 2022)

Optimality Conditions and Algorithms for Top-K Arm Identification. - Zihao Wang; Shuoguang Yang; Wei You (CoRR, 2022)

Stochastic Compositional Optimization with Compositional Constraints. - Shuoguang Yang; Zhe Zhang; Ethan X. Fang (CoRR, 2022)

Streaming Sparse Linear Regression. - Shuoguang Yang; Yuhao Yan; Xiuneng Zhu; Qiang Sun (CoRR, 2022)

Online Linearized LASSO. - Shuoguang Yang; Yuhao Yan; Xiuneng Zhu; Qiang Sun (AISTATS, 2023)

Information-Directed Selection for Top-Two Algorithms. - Wei You; Chao Qin; Zihao Wang; Shuoguang Yang (COLT, 2023)

Federated Multi-Level Optimization over Decentralized Networks. - Shuoguang Yang; Xuezhou Zhang; Mengdi Wang (CoRR, 2023)

A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization. - Shuoguang Yang; Fengpei Li (IEEE Trans. Signal Process., 2024)

Data-Driven Compositional Optimization in Misspecified Regimes. - Shuoguang Yang; Ethan X. Fang; Uday V. Shanbhag (Oper. Res., 2025)

Data-Driven Minimax Optimization with Expectation Constraints. - Shuoguang Yang; Xudong Li 004; Guanghui Lan (Oper. Res., 2025)