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cs.LG2026
FLFL: Federated Latent Factor Learning for Private Recovery of Spatio-Temporal Signals
Chengjun Yu, Di Wu, Yi He +1
Wireless sensor network (WSNs) stands out as a burgeoning and promising domain in intelligent sensing. Owing to various factors such as sudden sensor malfunctions or deliberate shu…
cs.LG2026
DT-GOL: Dual-Track Geometric Online Learning in Nonstationary Environment with Label Delay
Yulin Wang, Yi He, Dianlong You +1
Online learning is crucial for handling complex data streams in big data applications. Recent research has begun to focus on dynamic scenarios, i.e., non-stationary environments. H…
cs.LG2024
End-to-end Graph Learning Approach for Cognitive Diagnosis of Student Tutorial
Fulai Yang, Di Wu, Yi He +2
Cognitive diagnosis (CD) utilizes students' existing studying records to estimate their mastery of unknown knowledge concepts, which is vital for evaluating their learning abilitie…