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cs.DC2026
SWARM-LLM: Collaborative Inference for Edge-based Small Language Models
Mostafa Dahshan, Quazi Mamun, Tanmoy Debnath
Large language models (LLMs) provide strong performance across a wide range of tasks but are typically hosted on centralised cloud infrastructure, incurring significant bandwidth,…
cs.LG2026
A Sparse-Attention Deep Learning Model Integrating Heterogeneous Multimodal Features for Parkinson's Disease Severity Profiling
Dristi Datta, Tanmoy Debnath, Minh Chau +3
Characterising the heterogeneous presentation of Parkinson's disease (PD) requires integrating biological and clinical markers within a unified predictive framework. While multimod…