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cs.AR2026
NVLLM: A 3D NAND-Centric Architecture Enabling Edge on-Device LLM Inference
Mingbo Hao, Changwei Yan, Haoyu Cui +4
The rapid growth of LLMs demands high-throughput, memory-capacity-intensive inference on resource-constrained edge devices, where single-batch decoding remains fundamentally memory…
cs.AR2024★ 3 cited
AnalogGym: An Open and Practical Testing Suite for Analog Circuit Synthesis
Jintao Li, Haochang Zhi, Ruiyu Lyu +9
Recent advances in machine learning (ML) for automating analog circuit synthesis have been significant, yet challenges remain. A critical gap is the lack of a standardized evaluati…