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Jiawei Liang

2 papers indexed

openalexNature Communications2026-07-24

Cryo-EM structures of biopsy-derived TTR fibrils in hereditary transthyretin amyloidosis

Yu-Xin Zheng, Jiawei Liang, Zhenyu Li, Yixiao Liu, Xujun Chu, Shaochong Zhang, et al.

Abstract Hereditary transthyretin amyloidosis (ATTRv) is a fatal autosomal dominant disease characterized by systemic deposition of transthyretin (TTR) amyloid fibrils, leading to progressive neuropathy and cardiomyopathy. More than 130 pathogenic mutations in the TTR gene have b…

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arxivcs.ARcs.LG2026-07-09

FPGN: Redefining Ultra-Fast Programmable Gate-based Neural Acceleration with Differentiable LUTs

Jiawei Liang, Haotong Qin, Linfeng Du, Xingyu Liu, Shangkun Li, Hui Yu, et al.

Achieving nanosecond-scale inference latency for deep neural networks (DNNs) has become a primary architectural concern for latency-critical applications. While Field-Programmable Gate Arrays (FPGAs) offer a promising substrate for low-latency inference, conventional FPGA acceler…

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