activity
20192026
most citedThe Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning

59 citations · 220 across the 28 of their papers we have counts for

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cs.LG2026

Language-Induced Priors for Domain Adaptation

Qiyuan Chen, Jiayu Zhou, Raed Al Kontar

Domain adaptation faces a fundamental paradox in the cold-start regime. When target data is scarce, statistical methods fail to distinguish relevant source domains from irrelevant…

cs.LG2026

Collaborative Contextual Bayesian Optimization

Chih-Yu Chang, Qiyuan Chen, Tianhan Gao +5

Discovering optimal designs through sequential data collection is essential in many real-world applications. While Bayesian Optimization (BO) has achieved remarkable success in thi…