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cs.LG2026
The Geometry of Logic: Stratification Induces Semantic Structure and Robust Reasoning
Cristina V. Lopes, Yuangang Li, Justin Tian Jin Chen +3
Transformer-based language models perform well on symbolic tasks, yet it remains unclear whether they learn generalizable rules or rely on statistical shortcuts. Mechanistic studie…
cs.LG2024
H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications
Jiechao Gao, Yuangang Li, Jie Wang +3
With the rapid development of the Internet of Things (IoT), federated learning (FL) has gained increasing attention for its privacy-preserving use of distributed data. However, con…