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Lifu Huang

Assistant Professor, University of California, Davis

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

Probabilistic Token Alignment for Large Language Model Fusion

#3608 · Runjia Zeng, James Chenhao Liang, Cheng Han, Zhiwen Cao, Jiahao Liu, Xiaojun Quan, Yingjie Victor Chen, Lifu Huang, Tong Geng, Qifan Wang, Dongfang Liu

Poster Session 2

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

Exhibit Hall C,D,E

All You Need is One: Capsule Prompt Tuning with a Single Vector

#2711 · Yiyang Liu, James Chenhao Liang, Heng Fan, Wenhao Yang, Yiming Cui, Xiaotian Han, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han

We introduce CaPT, leveraging both instance-aware and task-aware information for effective and efficient prompt-based learning.

Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

AR-RAG: Autoregressive Retrieval Augmentation for Image Generation

#4204 · Jingyuan Qi, Zhiyang Xu, Qifan Wang, Lifu Huang

propose a new retrieval augmentation method for image generation