Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification. - Yihe Wang; Nan Huang 004; Taida Li; Yujun Yan; Xiang Zhang 012 (NeurIPS, 2024)

UnitNorm: Rethinking Normalization for Transformers in Time Series. - Nan Huang 004; Christian Kümmerle; Xiang Zhang 012 (CoRR, 2024)

Repurposing Foundation Model for Generalizable Medical Time Series Classification. - Nan Huang 004; Haishuai Wang; Zihuai He; Marinka Zitnik; Xiang Zhang 012 (CoRR, 2024)

LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection. - Yihe Wang; Nan Huang 004; Nadia Mammone; Marco Cecchi; Xiang Zhang 012 (CoRR, 2025)