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cs.LG2026
T-SNN: Temporal Simplicial Neural Network for EEG Decoding
Nikita Malik, Shubhajit Roy, Mohit Kataria +4
Decoding brain states requires models that capture both the evolution of neural activity and interactions among groups of brain regions. Existing EEG methods often treat recordings…
cs.LG2025
GraphFLEx: Structure Learning Framework for Large Expanding Graphs
Mohit Kataria, Nikita Malik, Sandeep Kumar +1
Graph structure learning is a core problem in graph-based machine learning, essential for uncovering latent relationships and ensuring model interpretability. However, most existin…