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cs.LG2026
Super Weights in LLMs and the Failure of Selective Training
Shreyas Subramanian, Adewale Akinfaderin, Akarsha Sehwag
Recent work identified Super Weights, individual parameters whose removal degrades model performance by orders of magnitude. We show that this degradation due to pruning Super Weig…
cs.LG2025
User-Based Sequential Modeling with Transformer Encoders for Insider Threat Detection
Mohamed Elbasheer, Adewale Akinfaderin
Insider threat detection presents unique challenges due to the authorized status of malicious actors and the subtlety of anomalous behaviors. Existing machine learning methods ofte…