Dolphins: Multimodal Language Model for Driving. - Yingzi Ma; Yulong Cao; Jiachen Sun; Marco Pavone 001; Chaowei Xiao (ECCV (45), 2024)

MULTI: Multimodal Understanding Leaderboard with Text and Images. - Zichen Zhu; Yang Xu; Lu Chen 002; Jingkai Yang; Yichuan Ma; Yiming Sun; Hailin Wen; Jiaqi Liu; Jinyu Cai; Yingzi Ma; Situo Zhang; Zihan Zhao; et al. (CoRR, 2024)

MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA based Mixture of Experts. - Dengchun Li; Yingzi Ma; Naizheng Wang; Zhiyuan Cheng 010; Lei Duan; Jie Zuo; Cal Yang; Mingjie Tang (CoRR, 2024)

A Smart Status Based Monitoring Algorithm for the Dynamic Analysis of Memory Safety. - Zhe Chen 011; Rui Yan; Yingzi Ma; Yulei Sui; Jingling Xue (ACM Trans. Softw. Eng. Methodol., 2024)

Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. - Yingzi Ma; Jiongxiao Wang; Fei Wang 060; Siyuan Ma; Jiazhao Li; Jinsheng Pan; Xiujun Li; Furong Huang; Lichao Sun 001; Bo Li 026; Yejin Choi 001; Muhao Chen 001; et al. (ICLR, 2025)

ARMOR: Aligning Secure and Safe Large Language Models via Meticulous Reasoning. - Zhengyue Zhao; Yingzi Ma; Somesh Jha; Marco Pavone 001; Chaowei Xiao (CoRR, 2025)