ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks. - Zejun Li; Ye Wang; Mengfei Du; Qingwen Liu 002; Binhao Wu; Jiwen Zhang; Chengxing Zhou; Zhihao Fan; Jie Fu 001; Jingjing Chen 001; Zhongyu Wei; Xuanjing Huang 001 (ACM Multimedia, 2024)

Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference. - Siyuan Wang; Dianyi Wang; Chengxing Zhou; Zejun Li; Zhihao Fan; Xuanjing Huang 001; Zhongyu Wei (ACL (1), 2025)

Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention into Convolutions. - ZiYi Dong; Chengxing Zhou; Weijian Deng; Pengxu Wei; Xiangyang Ji; Liang Lin (CoRR, 2025)