Sha Li (李莎) Ph. D Student in Computer Science @ Virginia Tech

Publications

Y Jiao, S Li, P Luo, X Huo, YK Li. "Unbalanced Encoding in Synchronous Weight Quantization-Compression for Low-Bit Quantized Neural Network." 2021 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT). IEEE, 2021. DOI: 10.1109/GCAIoT53516.2021.9693045.

[CN Patent] S Li, King Hung Chiu and Dongpeng Wang. "A Quantized Convolutional Neural Network Optimization Method and System with Non-linear Weight Quantization and Sharing for Digital Circuit Implementation." China Patent, 2021.

Y Jiao, S Li, X Huo, YK Li. "Synchronous Weight Quantization-Compression for Low-Bit Quantized Neural Network." 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 2021. DOI: 10.1109/IJCNN52387.2021.9533393

MPC Mok, CH Chan, WCS Chow, Y Jiao, S Li, P Luo, YK Li, M Ieong. "Chiplet-based System-on-Chip for Edge Artificial Intelligence." 2021 5th IEEE Electron Devices Technology & Manufacturing Conference (EDTM). IEEE, 2021. DOI: 10.1109/EDTM50988.2021.9421028

Y Jiao, X Huo, Y Lei, S Li, YK Li. "Weight Compression-Friendly Binarized Neural Network." 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT). IEEE, 2020. DOI: 10.1109/GCAIoT51063.2020.9345815

S Zhang, SMH Bamakan, Q Qu, S Li. (2018). Learning for personalized medicine: a comprehensive review from a deep learning perspective. IEEE reviews in biomedical engineering. DOI: 10.1109/RBME.2018.2864254