Self-Powered LLM Modality Expansion for Large Speech-Text Models. - Tengfei Yu; Xuebo Liu 002; Zhiyi Hou; Liang Ding 006; Dacheng Tao; Min Zhang 005 (EMNLP, 2024)

Causality Based Front-door Defense Against Backdoor Attack on Language Models. - Yiran Liu; Xiaoang Xu; Zhiyi Hou; Yang Yu (ICML, 2024)

DriveMRP: Enhancing Vision-Language Models with Synthetic Motion Data for Motion Risk Prediction. - Zhiyi Hou; Enhui Ma; Fang Li; Zhiyi Lai; Kalok Ho; Zhanqian Wu; Lijun Zhou; Long Chen; Chitian Sun; Haiyang Sun; Bing Wang; Guang Chen; et al. (CoRR, 2025)