ColdNAS: Search to Modulate for User Cold-Start Recommendation. - Shiguang Wu 002; Yaqing Wang 002; Qinghe Jing; Daxiang Dong; Dejing Dou; Quanming Yao (WWW, 2023)

Hierarchical Adaptation with Hypernetworks for Few-shot Molecular Property Prediction. - Shiguang Wu 002; Yaqing Wang 002; Quanming Yao (CoRR, 2023)

PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction. - Shiguang Wu 002; Yaqing Wang 002; Quanming Yao (IJCAI, 2024)

ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning. - Shiguang Wu 002; Yaqing Wang 002; Yatao Bian; Quanming Yao (CoRR, 2024)

Why In-Context Learning Models are Good Few-Shot Learners? - Shiguang Wu 002; Yaqing Wang 002; Quanming Yao (ICLR, 2025)

Dense Communication between Language Models. - Shiguang Wu 002; Yaqing Wang 002; Quanming Yao (CoRR, 2025)