Zhenguo Li

Full Professor, Department of Computer Science and Engineering, Hong Kong University of Science and Technology

4 papers at NeurIPS 2025

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Poster Session 2

1 paper

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

Exhibit Hall C,D,E

Masked Diffusion Models as Energy Minimization

#4007 · Sitong Chen, Shen Nie, Jiacheng Sun, Zijin Feng, Zhenguo Li, Ji-Rong Wen, Chongxuan Li

We present a theoretical framework that interprets masked diffusion models (MDMs) as solutions to energy minimization problems and an efficient post-training schedule tuning method without model modification.

Poster Session 4

2 papers

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

Exhibit Hall C,D,E

Multi-Objective One-Shot Pruning for Large Language Models

#2705 · Weiyu Chen, Hansi Yang, Yunhao GOU, Han Shi, En-Liang Hu, Zhenguo Li, James Kwok

FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities

#4012 Spotlight · Jin Wang, Yao Lai, Aoxue Li, Shifeng Zhang, Jiacheng Sun, Ning Kang, Chengyue Wu, Zhenguo Li, Ping Luo

a unified multimodal model purely based on discrete flow matching, achieving comparable performance with AR-based MLLMs

Poster Session 6

1 paper

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

Exhibit Hall C,D,E

Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation

#4210 · Yao Teng, Fu-Yun Wang, Xian Liu, Zhekai Chen, Han Shi, Yu Wang, Zhenguo Li, Weiyang Liu, Difan Zou, Xihui Liu