| SnAKe: Bayesian optimization with pathwise exploration JP Folch, S Zhang, R Lee, B Shafei, D Walz, C Tsay, M van der Wilk, ... Advances in Neural Information Processing Systems 35, 35226-35239, 2022 | 19 | 2022 |
| Efficient Weingarten map and curvature estimation on manifolds Y Cao, D Li, H Sun, AH Assadi, S Zhang Machine Learning 110 (6), 1319-1344, 2021 | 15* | 2021 |
| Augmenting optimization-based molecular design with graph neural networks S Zhang, JS Campos, C Feldmann, F Sandfort, M Mathea, R Misener Computers & Chemical Engineering 186, 108684, 2024 | 10 | 2024 |
| Optimizing over trained GNNs via symmetry breaking S Zhang, J Campos, C Feldmann, D Walz, F Sandfort, M Mathea, C Tsay, ... Advances in Neural Information Processing Systems 36, 44898-44924, 2023 | 9 | 2023 |
| The Bayesian inference of Pareto models based on information geometry F Sun, Y Cao, S Zhang, H Sun Entropy 23 (1), 45, 2020 | 7 | 2020 |
| Verifying message-passing neural networks via topology-based bounds tightening C Hojny, S Zhang, JS Campos, R Misener Forty-first International Conference on Machine Learning, 2024 | 6 | 2024 |
| Determining the edge metric dimension of the generalized Petersen graph P (n, 3) DGL Wang, MMY Wang, S Zhang Journal of Combinatorial Optimization 43 (2), 460-496, 2022 | 6 | 2022 |
| Unsupervised Environmental Sound Classification Based On Topological Persistence Y Cao, S Zhang, F Yan, W Li, F Sun, H Sun 2019 IEEE International Conference on Signal, Information and Data …, 2019 | 6 | 2019 |
| A new riemannian structure in SPD (n) S Zhang, Y Cao, W Li, F Yan, Y Luo, H Sun 2019 IEEE International Conference on Signal, Information and Data …, 2019 | 6 | 2019 |
| Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation Y Xie, S Zhang, J Paulson, C Tsay arXiv preprint arXiv:2410.16893, 2024 | 4 | 2024 |
| Dependence in constrained Bayesian optimization: When do we need it and how does it help? S Zhang, RM Lee, B Shafei, D Walz, R Misener Optimization Letters 18 (6), 1457-1473, 2024 | 4 | 2024 |
| Geometric characteristics of the wasserstein metric on spd (n) and its applications on data processing Y Luo, S Zhang, Y Cao, H Sun Entropy 23 (9), 1214, 2021 | 4* | 2021 |
| Practical path-based Bayesian optimization JP Folch, J Odgers, S Zhang, RM Lee, B Shafei, D Walz, C Tsay, ... arXiv preprint arXiv:2312.00622, 2023 | 3 | 2023 |
| Rigid shape registration based on extended hamiltonian learning J Yi, S Zhang, Y Cao, E Zhang, H Sun Entropy 22 (5), 539, 2020 | 2 | 2020 |
| Description of Stability for Two and Three-Dimensional Linear Time-Invariant Systems Based on Curvature and Torsion Y Wang, H Sun, Y Song, Y Cao, S Zhang arXiv preprint arXiv:1808.00290, 2018 | 2 | 2018 |
| Limeade: Let integer molecular encoding aid S Zhang, CW Feldmann, F Sandfort, M Mathea, JS Campos, R Misener arXiv preprint arXiv:2411.16623, 2024 | 1 | 2024 |
| BoGrape: Bayesian optimization over graphs with shortest-path encoded Y Xie, S Zhang, J Qing, R Misener, C Tsay arXiv preprint arXiv:2503.05642, 2025 | | 2025 |
| Torsion Discriminance for Stability of Linear Time-Invariant Systems Y Wang, H Sun, Y Cao, S Zhang Mathematics 8 (3), 386, 2020 | | 2020 |
Yueqi CaoImperial College LondonVerified email at imperial.ac.uk
