@article{uncoveringlatentdepressionseverityforbin, title = {Uncovering Latent Depression Severity for Binary Depression Detection via Advantage-weighting Ranking}, author = {Manning Gao and Tingyi Liu and Leheng Zhang and Haifeng Hu and Yuncheng Jiang and Sijie Mai}, year = {2026}, eprint = {2607.05901}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.05901}, }