| Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps C Lu, Y Zhou, F Bao, J Chen, C Li, J Zhu Advances in Neural Information Processing Systems 35, 5775-5787, 2022 | 2563 | 2022 |
| Dpm-solver++: Fast solver for guided sampling of diffusion probabilistic models C Lu, Y Zhou, F Bao, J Chen, C Li, J Zhu Machine Intelligence Research 22 (4), 730-751, 2025 | 1115 | 2025 |
| The blessing of randomness: Sde beats ode in general diffusion-based image editing S Nie, HA Guo, C Lu, Y Zhou, C Zheng, C Li International Conference on Learning Representations, 2023 | 67 | 2023 |
| A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds Y Zhou, C Bao, C Ding, J Zhu arXiv preprint arXiv:2103.02855, 2021 | 54 | 2021 |
| Nonparametric score estimators Y Zhou, J Shi, J Zhu International Conference on Machine Learning, 11513-11522, 2020 | 48 | 2020 |
| ZhuSuan: A library for Bayesian deep learning J Shi, J Chen, J Zhu, S Sun, Y Luo, Y Gu, Y Zhou arXiv preprint arXiv:1709.05870, 2017 | 48 | 2017 |
| Gradient estimation with discrete Stein operators J Shi, Y Zhou, J Hwang, M Titsias, L Mackey Advances in Neural Information Processing Systems 35, 25829-25841, 2022 | 38 | 2022 |
| Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations K Xue, Y Zhou, S Nie, X Min, X Zhang, J Zhou, C Li International Conference on Machine Learning, 2024 | 32 | 2024 |
| Generating representations of speech signals using self-supervised learning A Baevski, Y Zhou, A Mohamed, M AULI, RS Collobert, A Conneau US Patent 11,551,668, 2023 | 13 | 2023 |
| Scalable quasi-Bayesian inference for instrumental variable regression Z Wang*, Y Zhou*, T Ren, J Zhu Advances in Neural Information Processing Systems 34, 10469-10482, 2021 | 12 | 2021 |
| A regularized newton method for nonconvex optimization with global and local complexity guarantees Y Zhou, J Xu, B Li, C Bao, C Ding, J Zhu Advances in Neural Information Processing Systems 38, 73447-73502, 2026 | 5 | 2026 |
| Fast Instrument Learning with Faster Rates Z Wang, Y Zhou, J Zhu Advances in Neural Information Processing Systems 35, 16596-16611, 2022 | 3 | 2022 |
Jun ZhuProfessor of Computer Science, Tsinghua University; ACM/IEEE/AAAI FellowVerified email at mail.tsinghua.edu.cn
Chongxuan LiAssociate Professor, Renmin University of ChinaVerified email at ruc.edu.cn
Cheng LuOpenAIVerified email at openai.com
Jiaxin ShiResearch Scientist, Meta Superintelligence LabsVerified email at meta.com
Chenglong BaoYau Mathematical Sciences Center, Tsinghua UniversityVerified email at tsinghua.edu.cn
Chao DingInstitute of Applied Mathematics, Academy of Mathematics and Systems Science, CASVerified email at amss.ac.cn
Ziyu WangVerified email at stats.ox.ac.uk