Learning to Reason: Temporal Saliency Distillation for Interpretable Knowledge Transfer. - Nilushika Udayangani Hewa Dehigahawattage; Kishor Nandakishor; Marimuthu Palaniswami (ECAI, 2025)

MemKD: Memory-Discrepancy Knowledge Distillation for Efficient Time Series Classification. - Nilushika Udayangani; Kishor Nandakishor; Marimuththu Palaniswami (ICASSP, 2025)

MemKD: Memory-Discrepancy Knowledge Distillation for Efficient Time Series Classification. - Nilushika Udayangani; Kishor Nandakishor; Marimuthu Palaniswami (CoRR, 2026)

Generative Diffusion Prior Distillation for Long-Context Knowledge Transfer. - Nilushika Udayangani; Kishor Nandakishor; Marimuthu Palaniswami (CoRR, 2026)