LEAP: Layer-wise Exit-Aware Pretraining for Efficient Transformer Inference. - Shashank Kapadia; Deep Naryan Mishra; Sujal Reddy Alugubelli; Haoan Wang; Saipraveen Vabbilisetty; Rishi Bhatia; Anupriya Sharma (CoRR, 2026)

SURGE: SuperBatch Unified Resource-efficient GPU Encoding for Heterogeneous Partitioned Data. - Shashank Kapadia; Deep Narayan Mishra; Sujal Reddy Alugubelli; Ajay Kumar; Swapnil Yadav; Rishi Bhatia (CoRR, 2026)