| Escaping from saddle points—online stochastic gradient for tensor decomposition R Ge, F Huang, C Jin, Y Yuan Conference on learning theory, 797-842, 2015 | 1407 | 2015 |
| Combinatorial multi-armed bandit: General framework and applications W Chen, Y Wang, Y Yuan International conference on machine learning, 151-159, 2013 | 1019 | 2013 |
| Convergence analysis of two-layer neural networks with relu activation Y Li, Y Yuan Advances in neural information processing systems 30, 2017 | 889 | 2017 |
| Cumulative reasoning with large language models Y Zhang, J Yang, Y Yuan, ACC Yao arXiv preprint arXiv:2308.04371, 2023 | 483 | 2023 |
| An alternative view: When does SGD escape local minima? B Kleinberg, Y Li, Y Yuan International conference on machine learning, 2698-2707, 2018 | 430 | 2018 |
| An empirical study on evaluation metrics of generative adversarial networks Q Xu, G Huang, Y Yuan, C Guo, Y Sun, F Wu, K Weinberger arXiv preprint arXiv:1806.07755, 2018 | 413 | 2018 |
| Combinatorial multi-armed bandit and its extension to probabilistically triggered arms W Chen, Y Wang, Y Yuan, Q Wang Journal of Machine Learning Research 17 (50), 1-33, 2016 | 296 | 2016 |
| Improved SVRG for non-strongly-convex or sum-of-non-convex objectives Z Allen-Zhu, Y Yuan International conference on machine learning, 1080-1089, 2016 | 241 | 2016 |
| Even faster accelerated coordinate descent using non-uniform sampling Z Allen-Zhu, Z Qu, P Richtárik, Y Yuan International Conference on Machine Learning, 1110-1119, 2016 | 223 | 2016 |
| {Semi-oblivious} traffic engineering: The road not taken P Kumar, Y Yuan, C Yu, N Foster, R Kleinberg, P Lapukhov, CL Lim, ... 15th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2018 | 211 | 2018 |
| Asymmetric valleys: Beyond sharp and flat local minima H He, G Huang, Y Yuan Advances in neural information processing systems 32, 2019 | 204 | 2019 |
| Hyperparameter optimization: A spectral approach E Hazan, A Klivans, Y Yuan arXiv preprint arXiv:1706.00764, 2017 | 196 | 2017 |
| Tight certificates of adversarial robustness for randomly smoothed classifiers GH Lee, Y Yuan, S Chang, T Jaakkola Advances in Neural Information Processing Systems 32, 2019 | 162 | 2019 |
| On uni-modal feature learning in supervised multi-modal learning C Du, J Teng, T Li, Y Liu, T Yuan, Y Wang, Y Yuan, H Zhao International Conference on Machine Learning, 8632-8656, 2023 | 100 | 2023 |
| Optimal auctions vs. anonymous pricing S Alaei, J Hartline, R Niazadeh, E Pountourakis, Y Yuan Games and Economic Behavior 118, 494-510, 2019 | 95 | 2019 |
| Learning-based low-rank approximations P Indyk, A Vakilian, Y Yuan Advances in Neural Information Processing Systems 32, 2019 | 92 | 2019 |
| On the power of foundation models Y Yuan International conference on machine learning, 40519-40530, 2023 | 74 | 2023 |
| Boreas: an accurate and scalable token-based approach to code clone detection Y Yuan, Y Guo Proceedings of the 27th IEEE/ACM international conference on automated …, 2012 | 70 | 2012 |
| Meta prompting for ai systems Y Zhang, Y Yuan, ACC Yao arXiv preprint arXiv:2311.11482, 2023 | 60 | 2023 |
| Contrastive learning is spectral clustering on similarity graph Z Tan, Y Zhang, J Yang, Y Yuan arXiv preprint arXiv:2303.15103, 2023 | 39 | 2023 |
Robert KleinbergDepartment of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
