Weijia Li

Associate Professor, Sun Yat-Sen University

4 papers at NeurIPS 2025

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Poster Session 1

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

Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation

#3806 · Siwei Wen, Junyan Ye, Peilin Feng, Hengrui Kang, Zichen Wen, Yize Chen, Jiang Wu, wenjun wu, Conghui He, Weijia Li

Poster Session 5

3 papers

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

Exhibit Hall C,D,E

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

#3714 · Zichen Wen, Shaobo Wang, Yufa Zhou, Junyuan Zhang, Qintong Zhang, Yifeng Gao, Zhaorun Chen, Bin Wang, Weijia Li, Conghui He, Linfeng Zhang

We propose a progressive consistency distillation framework that enhances the efficiency of MLLMs by significantly reducing computational cost while preserving strong performance.

Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind

#1503 · Qingmei Li, Yang Zhang, Zurong Mai, Yuhang Chen, Shuohong Lou, Henglian Huang, Jiarui Zhang, Zhiwei Zhang, Yibin Wen, Weijia Li, Haohuan Fu, Huang Jianxi, Juepeng Zheng

BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception

#5203 · Junyan Ye, Dongzhi Jiang, Jun He, Baichuan Zhou, Zilong Huang, Zhiyuan Yan, Hongsheng Li, Conghui He, Weijia Li

A Reasoning Benchmark on Visual Perception