@inproceedings{zhao-etal-2026-hears, title = "It Hears, It Sees too: Multi-Modal {LLM} for Depression Detection By Integrating Visual Understanding into Audio Language Models", author = "Zhao, Xiangyu and Shen, Yaling and Jiang, Yiwen and Wang, Zimu and Liu, Jiahe and Cheng, Maxmartwell H and Oliveira, Guilherme C and Desimone, Robert and Dwyer, Dominic and Ge, Zongyuan", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.211/", pages = "4185--4196", ISBN = "979-8-89176-444-6" }