| A bounded degree SOS hierarchy for polynomial optimization JB Lasserre, KC Toh, S Yang EURO Journal on Computational Optimization 5 (1-2), 87-117, 2017 | 100 | 2017 |
| Multilevel stochastic gradient methods for nested composition optimization S Yang, M Wang, EX Fang SIAM Journal on Optimization 29 (1), 616-659, 2019 | 67 | 2019 |
| Decentralized gossip-based stochastic bilevel optimization over communication networks S Yang, X Zhang, M Wang Advances in neural information processing systems 35, 238-252, 2022 | 50 | 2022 |
| Revenue maximization and learning in products ranking N Chen, A Li, S Yang Proceedings of the 22nd ACM Conference on Economics and Computation, 316-317, 2021 | 22 | 2021 |
| Simultaneous clustering and model selection: Algorithm, theory and applications Z Li, LF Cheong, S Yang, KC Toh IEEE transactions on pattern analysis and machine intelligence 40 (8), 1964-1978, 2017 | 21 | 2017 |
| Information-directed selection for top-two algorithms W You, C Qin, Z Wang, S Yang The Thirty Sixth Annual Conference on Learning Theory, 2850-2851, 2023 | 15 | 2023 |
| Robust linear control of storage in transmission systems, and extensions to robust network control problems D Bienstock, G Muñoz, S Yang, C Matke 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 799-806, 2017 | 11 | 2017 |
| Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies C Matke, D Bienstock, G Munoz, S Yang, D Kleinhans, S Sager Complex Networks & Their Applications V: Proceedings of the 5th …, 2017 | 11 | 2017 |
| Data-driven minimax optimization with expectation constraints S Yang, X Li, G Lan Operations Research, 2024 | 9 | 2024 |
| Bridging adversarial and nonstationary multi-armed bandit N Chen, S Yang, H Zhang arXiv preprint arXiv:2201.01628, 2022 | 8 | 2022 |
| Fast thompson sampling algorithm with cumulative oversampling: Application to budgeted influence maximization S Wang, S Yang, Z Xu, VA Truong arXiv preprint arXiv:2004.11963, 2020 | 6 | 2020 |
| Online learning and optimization under a new linear-threshold model with negative influence S Yang, S Wang, VA Truong arXiv preprint arXiv:1911.03276, 2019 | 6 | 2019 |
| Robust linear control of nonconvex battery operation in transmission systems D Bienstock, C Matke, G Munoz, S Yang arXiv preprint arXiv:1610.09432, 2016 | 6 | 2016 |
| Simultaneous clustering and model selection for tensor affinities Z Li, S Yang, LF Cheong, KC Toh Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 6 | 2016 |
| Stochastic compositional optimization with compositional constraints S Yang, Z Zhang, EX Fang arXiv preprint arXiv:2209.04086, 2022 | 5 | 2022 |
| Online learning of independent cascade models with node-level feedback S Yang, VA Truong arXiv preprint arXiv:2109.02519, 2021 | 4 | 2021 |
| Machine learning with PMU data D Bienstock, A Shukla, M Escobar, S Yang, S Yun, A Lokhov, D Deka, ... Proc. NASPI Work Group Meeting, 1-20, 2017 | 3 | 2017 |
| Online Linearized LASSO S Yang, Y Yan, X Zhu, Q Sun International Conference on Artificial Intelligence and Statistics, 7594-7610, 2023 | 2 | 2023 |
| Optimality conditions and algorithms for top-k arm identification Z Wang, S Yang, W You arXiv e-prints, arXiv: 2205.12086, 2022 | 2 | 2022 |
| Selling with Recommender Systems and Price Dynamics W Xu, S Yang Available at SSRN 4050495, 2022 | 2 | 2022 |
Kim-Chuan TohProfessor of Mathematics, National University of SingaporeVerified email at nus.edu.sg