Shuoguang Yang

24 papers A* 4A 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Stochastic Compositional Optimization with Compositional Constraints.
INFORMS J. Optim.
Shuoguang Yang, Wei You, Zhe Zhang, Ethan X. Fang
2025 J jnl
Data-Driven Compositional Optimization in Misspecified Regimes.
Oper. Res.
Shuoguang Yang, Ethan X. Fang, Uday V. Shanbhag
2025 J jnl
Data-Driven Minimax Optimization with Expectation Constraints.
Oper. Res.
Shuoguang Yang, Xudong Li, Guanghui Lan
2024 J jnl
A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization.
IEEE Trans. Signal Process.
Shuoguang Yang, Fengpei Li
2023 J jnl
Federated Multi-Level Optimization over Decentralized Networks.
CoRR
Shuoguang Yang, Xuezhou Zhang, Mengdi Wang
2023 A* conf
Information-Directed Selection for Top-Two Algorithms.
COLT
Wei You, Chao Qin, Zihao Wang, Shuoguang Yang
2023 A conf
Online Linearized LASSO.
AISTATS
Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun
2022 J jnl
Bridging Adversarial and Nonstationary Multi-armed Bandit.
CoRR
Ningyuan Chen, Shuoguang Yang
2022 J jnl
Data-Driven Minimax Optimization with Expectation Constraints.
CoRR
Shuoguang Yang, Xudong Li, Guanghui Lan
2022 A* conf
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks.
NeurIPS
Shuoguang Yang, Xuezhou Zhang, Mengdi Wang
2022 J jnl
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks.
CoRR
Shuoguang Yang, Xuezhou Zhang, Mengdi Wang
2022 J jnl
Optimality Conditions and Algorithms for Top-K Arm Identification.
CoRR
Zihao Wang, Shuoguang Yang, Wei You
2022 J jnl
Stochastic Compositional Optimization with Compositional Constraints.
CoRR
Shuoguang Yang, Zhe Zhang, Ethan X. Fang
2022 J jnl
Streaming Sparse Linear Regression.
CoRR
Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun
2021 J jnl
Online Learning of Independent Cascade Models with Node-level Feedback.
CoRR
Shuoguang Yang, Van-Anh Truong
2021 A* conf
Revenue Maximization and Learning in Products Ranking.
EC
Ningyuan Chen, Anran Li, Shuoguang Yang
2020 J jnl
Fast Thompson Sampling Algorithm with Cumulative Oversampling: Application to Budgeted Influence Maximization.
CoRR
Shatian Wang, Shuoguang Yang, Zhen Xu, Van-Anh Truong
2020 J jnl
Revenue Maximization and Learning in Products Ranking.
CoRR
Ningyuan Chen, Anran Li, Shuoguang Yang
2019 J jnl
Multilevel Stochastic Gradient Methods for Nested Composition Optimization.
SIAM J. Optim.
Shuoguang Yang, Mengdi Wang, Ethan X. Fang
2019 J jnl
Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence.
CoRR
Shuoguang Yang, Shatian Wang, Van-Anh Truong
2018 J jnl
Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhuwen Li, Loong-Fah Cheong, Shuoguang Yang, Kim-Chuan Toh
2017 — conf
Robust linear control of storage in transmission systems, and extensions to robust network control problems.
CDC
Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, Carsten Matke
2016 — conf
Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies.
COMPLEX NETWORKS
Carsten Matke, Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, David Kleinhans, Sebastian Sager
2016 A* conf
Simultaneous Clustering and Model Selection for Tensor Affinities.
CVPR
Zhuwen Li, Shuoguang Yang, Loong-Fah Cheong, Kim-Chuan Toh