Biwei Huang

Assistant Professor, University of California, San Diego

4 papers at NeurIPS 2025

OpenReview· Semantic Scholar· Google Scholar

Poster Session 1

1 paper

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

Exhibit Hall C,D,E

Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems

#402 Spotlight · Hao Liang, Shuqing Shi, Yudi Zhang, Biwei Huang, Yali Du

We propose a generalizable multi-agent reinforcement learning framework exploiting causal structures, enabling efficient adaptation across networked systems under domain shifts, validated by theoretical guarantees and numerical experiments

Poster Session 2

1 paper

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

Exhibit Hall C,D,E

Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models

#1813 Spotlight · Zekai Zhao, Qi Liu, Kun Zhou, Zihan Liu, Yifei Shao, Zhiting Hu, Biwei Huang

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Towards General Continuous Memory for Vision-Language Models

#4809 · Wenyi WU, Zixuan Song, Kun Zhou, Yifei Shao, Zhiting Hu, Biwei Huang

We enable vision-language models to efficiently encode and utilize multimodal multilingual knowledge through a lightweight, continuous memory mechanism.

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Practical Kernel Selection for Kernel-based Conditional Independence Test

#2411 · Wenjie Wang, Mingming Gong, Biwei Huang, James Bailey, Bo Han, Kun Zhang, Feng Liu