Dialogue Without Limits: Constant-Sized KV Caches for Extended Responses in LLMs. - Ravi Ghadia; Avinash Kumar 008; Gaurav Jain; Prashant J. Nair; Poulami Das 005 (CoRR, 2025)

Context Switching for Secure Multi-programming of Near-Term Quantum Computers. - Avinash Kumar 008; Meng Wang 033; Chenxu Liu; Ang Li 006; Prashant J. Nair; Poulami Das 005 (CoRR, 2025)

HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving. - Avinash Kumar 008; Shashank Nag; Jason Clemons; Lizy Kurian John; Poulami Das 005 (CoRR, 2025)

HiSpec: Hierarchical Speculative Decoding for LLMs. - Avinash Kumar 008; Sujay Sanghavi; Poulami Das 005 (CoRR, 2025)