Huanjian Zhou

According to our database, Huanjian Zhou authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Provably Learning Diffusion Models under the Manifold Hypothesis: Collapse and Refine.

Wei Huang, Andi Han, Mingyuan Bai, Huanjian Zhou, Qixin Zhang, Taiji Suzuki, Kenji Fukumizu

CoRR, May, 2026

2025

The Adaptive Complexity of Minimizing Relative Fisher Information.

Huanjian Zhou, Masashi Sugiyama

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models.

Huanjian Zhou, Masashi Sugiyama

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Improved Approximation Algorithms for k-Submodular Maximization via Multilinear Extension.

Huanjian Zhou, Lingxiao Huang, Baoxiang Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

The adaptive complexity of parallelized log-concave sampling.

Huanjian Zhou, Baoxiang Wang, Masashi Sugiyama

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

The Adaptive Complexity of Finding a Stationary Point.

Huanjian Zhou, Andi Han, Akiko Takeda, Masashi Sugiyama

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

2024

Parallel simulation for sampling under isoperimetry and score-based diffusion models.

Huanjian Zhou, Masashi Sugiyama

CoRR, 2024

Adaptive complexity of log-concave sampling.

Huanjian Zhou, Baoxiang Wang, Masashi Sugiyama

CoRR, 2024

2022

Efficient Submodular Optimization under Noise: Local Search is Robust.

Lingxiao Huang, Yuyi Wang, Chunxue Yang, Huanjian Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Multilinear extension of k-submodular functions.

Baoxiang Wang, Huanjian Zhou

CoRR, 2021