4 accepted papers
Transformer decoders have achieved strong results across tasks, but the memory required for the KV cache becomes prohibitive at long sequence lengths. Although Cross-layer KV Cache sharing (e.g., YOCO, CLA) offers a path to mitigate KV Cache bottleneck, it typically underperforms within-layer method…
Object navigation tasks require an agent to locate a target object using visual observations in unseen environments, where unfamiliar layouts and novel object appearances can hinder navigation. Most existing methods lack the adaptability needed to handle these uncertainties, as their navigation mode…
The ring-learning with errors (R-LWR) problem is utilized to build many ciphers resisting quantum-computing attacks and fully homomorphic encryption that allows computations to be carried out on encrypted data. Modular multiplication of long polynomials with large coefficients is the most critical o…
The generalized integrated interleaved BCH (GII-BCH) codes are among the best error-correcting codes for next-generation terabit/s memories. The key equation solver (KES) in the nested decoding of GII codes limits the achievable clock frequency. Recently, by polynomial scalar pre-computation, the cr…