Zhenglun Kong

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers

Peiyan Dong, Mengshu Sun, Alec Lu et al. · 2023 · 96 citations

Engineering, Computer Engineering, Computer Science +17

Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization

Panjie Qi, Edwin H.‐M. Sha, Qingfeng Zhuge et al. · 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 2021 · 47 citations

Engineering, Computer Engineering, Computer Science +17

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

Geng Yuan, Xiaolong Ma, Wei Niu et al. · arXiv (Cornell University) · 2021 · 41 citations · Full text

Computing, Computer Engineering, Computer Science +17

Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning

Bingbing Li, Zhenglun Kong, Tianyun Zhang et al. · 2020 · 37 citations · Full text

Computing, Computer Engineering, Computer Science +17

Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI

Geng Yuan, Zhiheng Liao, Xiaolong Ma et al. · 2021 · 35 citations

Computing, Computer Engineering, Computer Science +17