PhD student
ACA Lab, SEIEE
Shanghai Jiao Tong University
Email: liufangxin@sjtu.edu.cn
Wechat: lfx920701
Office: SEIEE 3-125, SJTU
800 DongChuan Road, SEIEE Building #03-125, Minhang District, Shanghai
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My Friends:
Cheng Deng (邓程): Wenjun Wu Honored Ph.D Class, PhD Student
Zongwu Wang (汪宗武): My junior fellow studied under Prof. Jiang, PhD Student
After obtaining master degree in computer science and technology from PLA Science and Technology University in Nanjing, Jiangsu Province in June 2017, I worked in National Internet Emergency Center (CNCERT/CC) Shanghai Branch from July 2017 to July 2019. Currently, I am chasing my Ph.D. degree in CS. in Shanghai Jiao Tong University Advanced Computer Architecture Laboratory (ACA Lab), supervised by Prof. Li Jiang, focusing on the research of efficient AI/ML algorithms, in-memory computing, software-hardware co-design, and neuromorphic computing. I am also selected into Wenjun Wu Honored Ph.D Class.
The papers and related resources will be shared on my Github in the near future.
Current research interests focuses on:
I'm awarded National Scholarship again!
Sep./27/2022
Our paper "Randomize and Match" has been accepted by ICCD 2022!
Aug./22/2022
I'm awarded Spark Award from HUAWEI!
Jul./29/2022
Fangxin Liu is invited to deliver a talk about SNNs at AI Time
May/25/2022
Our paper "SoBS-X" has been accepted by IEEE TCAD!
Apr./17/2022
Two papers have been accepted by ICMR 2022!
Apr./06/2022
Our paper "L3E-HD" has been accepted by SIGIR 2022!
Apr./01/2022
Our paper "IVQ" has been accepted by IEEE TCAD!
Feb./23/2022
Three papers have been accepted by DAC 2022!
Feb./22/2022
Our paper has been selected by DATE 2022 as Best Paper in the T Track!
Feb./04/2022
Our paper "DynSNN" has been accepted by ICASSP 2022!
Jan./21/2022
Our paper "SpikeConverter" has been accepted by AAAI 2022!
Dec./01/2021
Two papers have been accepted by DATE 2022!
Nov./11/2021
Our paper "SSTDP" has been accepted by Frontiers in Neuroscience!
Oct./01/2021
I'm awarded National Scholarship!
Sep./23/2021
Our paper "HAWIS" has been accepted by ASP-DAC 2022!
Sep./12/2021
Our paper "SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network" has been accepted by ICCD'21 !
Aug./20/2021
Our paper "Improving Neural Network Efficiency via Post-training Quantization with Adaptive Floating-Point" has been accepted by ICCV'21 !
Jul./23/2021
Our paper "Bit-Transformer: Transforming Bit-level Sparsity into Higher Preformance in ReRAM-based Accelerator" has been accepted by ICCAD'21 !
Jul./13/2021
Our paper "IM3A: Boosting Deep Neural Network Efficiency via In-Memory Addressing-Assisted Acceleration" has been accepted by GLSVLSI'21 !
Apr./12/2021
Our paper "PIMGCN: A ReRAM-based PIM Design for Graph Convolutional Network Acceleration" has been accepted by DAC'21 !
Feb./20/2021
Thanks to Vasilios Mavroudis for the template!