Accelerating sparse matrix operations on FPGAs with on/off-chip memories

由 Li, Shiqing
出版 2023

Accelerating gustavson-based SpMM on embedded FPGAs with element-wise parallelism and access pattern-aware caches

由 Li, Shiqing, Liu, Weichen
出版 2023

Optimized data reuse via reordering for sparse matrix-vector multiplication on FPGAs

由 Li, Shiqing, Liu, Di, Liu, Weichen
出版 2022

iMAD: an in-memory accelerator for AdderNet with efficient 8-bit addition and subtraction operations

由 Zhu, Shien, Li, Shiqing, Liu, Weichen
出版 2022

Efficient FPGA-based sparse matrix-vector multiplication with data reuse-aware compression

由 Li, Shiqing, Liu, Di, Liu, Weichen
出版 2023

An efficient gustavson-based sparse matrix-matrix multiplication accelerator on embedded FPGAs

由 Li, Shiqing, Huai, Shuo, Liu, Weichen
出版 2023

An efficient sparse LSTM accelerator on embedded FPGAs with bandwidth-oriented pruning

由 Li, Shiqing, Zhu, Shien, Luo, Xiangzhong, Luo, Tao, Liu, Weichen
出版 2023

MARCO : a high-performance task mapping and routing co-optimization framework for point-to-point NoC-based heterogeneous computing systems

由 Chen, Hui, Zhang, Zihao, Chen, Peng, Luo, Xiangzhong, Li, Shiqing, Liu, Weichen
出版 2022

MUGNoC: a software-configured multicast-unicast-gather NoC for accelerating CNN dataflows

由 Chen, Hui, Liu, Di, Li, Shiqing, Huai, Shuo, Luo, Xiangzhong, Liu, Weichen
出版 2023

Reduced worst-case communication latency using single-cycle multi-hop traversal network-on-chip

由 Chen, Peng, Liu, Weichen, Chen, Hui, Li, Shiqing, Li, Mengquan, Yang, Lei, Guan, Nan
出版 2021

Partial order based non-preemptive communication scheduling towards real-time networks-on-chip

由 Chen, Peng, Chen, Hui, Zhou, Jun, Liu, Di, Li, Shiqing, Liu, Weichen, Chang, Wanli, Guan, Nan
出版 2021

EvoLP: self-evolving latency predictor for model compression in real-time edge systems

由 Huai, Shuo, Kong, Hao, Li, Shiqing, Luo, Xiangzhong, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
出版 2023

CRIMP: compact & reliable DNN inference on in-memory processing via crossbar-aligned compression and non-ideality adaptation

由 Huai, Shuo, Kong, Hao, Luo, Xiangzhong, Li, Shiqing, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
出版 2023

EDLAB : a benchmark for edge deep learning accelerators

由 Kong, Hao, Huai, Shuo, Liu, Di, Zhang, Lei, Chen, Hui, Zhu, Shien, Li, Shiqing, Liu, Weichen, Rastogi, Manu, Subramaniam, Ravi, Athreya, Madhu, Lewis, M. Anthony
出版 2022