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Wei Huang

Research Scientist, RIKEN AIP

3 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel

#3101 · Yilan Chen, Zhichao Wang, Wei Huang, Andi Han, Taiji Suzuki, Arya Mazumdar

Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?

#3908 · Wei Huang, Andi Han, Yujin Song, Yilan Chen, Denny Wu, Difan Zou, Taiji Suzuki

Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Scaling Diffusion Transformers Efficiently via

μ

#4307 · Chenyu Zheng, Xinyu Zhang, Rongzhen Wang, Wei Huang, Zhi Tian, Weilin Huang, Jun Zhu, Chongxuan Li

Scaling Diffusion Transformers up to 18B Efficiently via $\mu$P