研究方向

通过多模态技术赋能情感计算，并关注其中的安全底线。推动人工智能技术在心理健康、智慧医疗及以人为中心的智能应用中的可靠发展。有前沿多模态理解、生成模型的研究经验，探索文本、语音、视觉等检测与交互场景，带领团队与顶尖海内外开源、商业模型竞争并在多个榜单取得第一。欢迎感兴趣的同学与我联系。

主要学术成果

[1] Yi Dai; Hao Lang; Yinhe Zheng; Fei Huang; Yongbin Li; Long-Tailed Question Answering in an Open World, ACL 2023.

[2] Yi Dai; Jinlei Liu; Lei Cao; Yuanyuan Xue; Xin Wang; Yang Ding; Junrui Tian; Ling Feng; Leveraging Social Media for Real-Time Interpretable and Amendable Suicide Risk Prediction With Human-in-the-Loop, IEEE Transactions on Affective Computing, 2025.

[3] Yi Dai; Yang Ding; Kaisheng Zeng; Bridging Domains in Mental Stress Assessment via Retrieval-Augmented Reasoning, ACM Multimedia 2025.

[4]Yi Dai; Yang Ding; Lei Cao; Kaisheng Zeng; Junrui Tian; Zexi Lin; Ling Feng; Interpretable Video Based Stress Detection with Self-Refine Chain Reasoning, IEEE International Conference on Data Engineering, ICDE 2025.

[5] Yi Dai; Hao Lang; Yinhe Zheng; Bowen Yu; Fei Huang; Yongbin Li; Domain Incremental Lifelong Learning in an Open World,ACL2023Findings.

[6] Yi Dai; Hao Lang; Kaisheng Zeng; Fei Huang; Yongbin Li; Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection, EMNLP 2023Findings.

[7] Yi Dai; Yang Ding; Kaisheng Zeng; Ningyun Li; Guard Your Mind: Mind Manipulation Detection via Multi-Agent Interaction and Fine-Grained Stepwise Reasoning, Information Processing & Management, 2027.

[8]Yang Ding*; Yi Dai*; Xin Wang; Ling Feng; Lei Cao; Huijun Zhang; Integrating Content-Semantics-World Knowledge to Detect Stress from Videos, ACM Multimedia 2024.

[9] Xu Han*; Yi Dai*; Tianyu Gao; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou; Continual Relation Learning via Episodic Memory Activation and Reconsolidation, ACL 2020.

联系方式

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