It Hears, It Sees too: Multi-Modal LLM for Depression Detection By Integrating Visual Understanding into Audio Language Models. - Xiangyu Zhao; Yaling Shen; Yiwen Jiang; Zimu Wang; Jiahe Liu; Maxmartwell H. Cheng; Guilherme C. Oliveira 003; Robert Desimone; Dominic Dwyer; Zongyuan Ge (CoRR, 2025)

CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations. - Stephanie Fong; Zimu Wang; Guilherme C. Oliveira 003; Xiangyu Zhao; Yiwen Jiang; Jiahe Liu; Beau-Luke Colton; Scott W. Woods; Martha Shenton; Barnaby Nelson; Zongyuan Ge; Dominic Dwyer (EACL (Volume 2: Short Papers), 2026)

PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics. - Yaling Shen; Stephanie Fong; Yiwen Jiang; Zimu Wang; Feilong Tang; Qingyang Xu; Xiangyu Zhao; Zhongxing Xu; Jiahe Liu; Jinpeng Hu; Dominic Dwyer; Zongyuan Ge (CoRR, 2026)