2 papers
cs.AR2026
FlexPosit: Tunable Fractional Precision for LLM Inference Accelerators
Yimin Gao, Liangtao Dai, Jun Yin +2
Large language models (LLMs) offer remarkable capabilities but impose prohibitive compute and energy costs. Quantization governs the trade-offs between accuracy and hardware effici…
cs.AR2026
High-Performance Low-Power Adiabatic Systolic Array Design in Advanced FinFET Nodes
Jun Yin, Liangtao Dai, Yimin Gao +1
Adiabatic logic has traditionally been recognized as a low-power solution but constrained to low clock speeds to preserve adiabatic behavior. For advanced FinFET nodes, however, cl…