Using Graph Representation Learning with Schema Encoders to Measure the Severity of Depressive Symptoms. - Simin Hong; Anthony G. Cohn 001; David Crossland Hogg (ICLR, 2022)

Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition. - Xinxin Zhang; Jun Sun; Simin Hong; Taihao Li (ACL (Findings), 2024)

DetectiveNN: Imitating Human Emotional Reasoning with a Recall-Detect-Predict Framework for Emotion Recognition in Conversations. - Simin Hong; Jun Sun; Taihao Li (EMNLP (Findings), 2024)

Adversarial Alignment with Anchor Dragging Drift (A³D²): Multimodal Domain Adaptation with Partially Shifted Modalities. - Jun Sun; Xinxin Zhang; Simin Hong; Jian Zhu; Lingfang Zeng (ACL (1), 2025)