Welcome!
I am a final year PhD student at UTokyo where I am very fortunate to be advised by Masashi Sugiyama. I am also a Research Part-time Worker at RIKEN Center for Advanced Intelligence Project.
I got my B.S. from Zhejiang University with major in Statistics.
Research Interests: the complexity of sampling, submodular optimization.
Publications
The Adaptive Complexity of Finding a Stationary Point, COLT 2025.
Huanjian Zhou, Andi Han, Akiko Takeda, Masashi Sugiyama
Parallel Simulation for Sampling under Isoperimetry and Score-based Diffusion Models, ICML 2025, Spotlight (Top 2.6%).
Huanjian Zhou, Masashi Sugiyama
The adaptive complexity of parallelized log-concave sampling, ICLR 2025.
Huanjian Zhou, Baoxiang Wang, Masashi Sugiyama
Improved Approximation Algorithms for k-Submodular Maximization via Multilinear Extension, ICLR 2025, Spotlight (Top 5.1%).
Huanjian Zhou, Lingxiao Huang, Baoxiang Wang
Efficient Submodular Optimization under Noise: Local Search is Robust, NeurIPS 2022.
Lingxiao Huang, Yuyi Wang, Chunxue Yang, Huanjian Zhou, (alphabetical order)
News
✈️ Visiting Prof. Sinho Chewi at Yale University during May and June 2025.
Grants and Fellowships
- 2021-2026 World-leading Innovative Graduate Study Program in University of Tokyo.
- 2023-2024 AIセンター融合研究促進費, 2,000,000jpy.
- 2024-2025 AIセンター融合研究促進費, 1,100,000jpy.
Service
Conference reviewer: ICML(2025), NeurIPS(2024, 2025), ICLR(2025), ESA (2025).