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Author

Saptarshi Mitra

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#artificial intelligence Preprint Oct 2026

RaReCache: Bridging the Gap in Cross-Model KV Cache Reuse via Rank disagreement-based Selective Recomputation

Cross-model KV-cache reuse remains a key challenge in modern LLM serving. Coding agents and multi-model systems increasingly route a shared context across models: a user may switch models mid-session, or a cascade may escalate a difficult query. Because KV caches contain model-specific representations, each switch typi...

Sreetama Sarkar, Saptarshi Mitra, Si-Tao Huang et al. · 0 citations
Preprint Aug 2026

LowRank-SSM: Hardware-Software Co-Design for Rank-Reduced Mamba Acceleration on FPGA

LowRank-SSM is a hardware-software co-design framework that decomposes the input and output projection weights via post-training truncated SVD and introduces a greedy bandwise rank-allocation algorithm that searches for the per-band rank vector that minimizes weight storage while respecting a user-specified accuracy co...

Hao-Cheng Xu, B. Bhat, Yuseon Chou et al. · 0 citations

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