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Li-Shiuan Peh

3 accepted papers

2026

HALO: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for LLM Acceleration

AAAI 2026technical

Quantization is critical for efficiently deploying large language models (LLMs). Yet conventional methods remain hardware-agnostic, limited to bit-width constraints, and do not account for intrinsic circuit characteristics such as the timing behaviors and energy profiles of Multiply-Accumulate (MAC)

Cited by 0SourcePDFScholar
2020

Time-Predictable Software-Defined Architecture with Sdf-Based Compiler Flow for 5g Baseband Processing

ICASSP 2020accepted

The advent of 5G networks motivates the need for high-performance, low-power, time-predictable hardware that can handle the aggressive real-time latency and throughput requirements of baseband processing. With newer generations like 5G, programmable hardware that can adapt readily to network specifi…

Cited by 0SourceScholar