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Zhezhi He (何哲陟)
Zhezhi He (何哲陟)
Assistant Professor, Shanghai Jiao Tong University
Verified email at sjtu.edu.cn - Homepage
Title
Cited by
Cited by
Year
Parametric noise injection: Trainable randomness to improve deep neural network robustness against adversarial attack
Z He, AS Rakin, D Fan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 588-597, 2019
2022019
Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search
Z He, AS Rakin, D Fan
Proceedings of the IEEE International Conference on Computer Vision (ICCV …, 2019
134*2019
Noise injection adaption: End-to-end ReRAM crossbar non-ideal effect adaption for neural network mapping
Z He, J Lin, R Ewetz, JS Yuan, D Fan
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
1312019
TBT: Targeted Neural Network Attack with Bit Trojan
AS Rakin, Z He, D Fan
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
1252020
CMP-PIM: an energy-efficient comparator-based processing-in-memory neural network accelerator
Z He, S Angizi, AS Rakin, D Fan
Proceedings of the 55th Annual Design Automation Conference (DAC), 105, 2018
90*2018
MRIMA: An MRAM-based in-memory accelerator
S Angizi, Z He, A Awad, D Fan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
672019
Simultaneously optimizing weight and quantizer of ternary neural network using truncated gaussian approximation
Z He, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
652019
IMCE: Energy-efficient bit-wise in-memory convolution engine for deep neural network
S Angizi, Z He, F Parveen, D Fan
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 111-116, 2018
642018
PIMA-logic: A novel processing-in-memory architecture for highly flexible and energy-efficient logic computation
S Angizi, Z He, D Fan
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
602018
Design and evaluation of a spintronic in-memory processing platform for nonvolatile data encryption
S Angizi, Z He, N Bagherzadeh, D Fan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
542017
Non-Structured DNN Weight Pruning--Is It Beneficial in Any Platform?
X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ...
(TNNLS) IEEE Transactions on Neural Networks and Learning Systems, 2021
53*2021
Defending and Harnessing the Bit-Flip based Adversarial Weight Attack
Z He, AS Rakin, J Li, C Chakrabarti, D Fan
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
512020
2D MoS 2-based threshold switching memristor for artificial neuron
D Dev, A Krishnaprasad, MS Shawkat, Z He, S Das, D Fan, HS Chung, ...
(EDL) IEEE Electron Device Letters 41 (6), 936-939, 2020
482020
Optimize deep convolutional neural network with ternarized weights and high accuracy
Z He, B Gong, D Fan
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 913-921, 2019
472019
A fully onchip binarized convolutional neural network fpga impelmentation with accurate inference
L Yang, Z He, D Fan
Proceedings of the International Symposium on Low Power Electronics and …, 2018
452018
Elf: accelerate high-resolution mobile deep vision with content-aware parallel offloading
W Zhang, Z He, L Liu, Z Jia, Y Liu, M Gruteser, D Raychaudhuri, Y Zhang
(MobiCom) Proceedings of the 27th Annual International Conference on Mobile …, 2021
392021
Rimpa: A new reconfigurable dual-mode in-memory processing architecture with spin hall effect-driven domain wall motion device
S Angizi, Z He, F Parveen, D Fan
2017 IEEE Computer Society annual symposium on VLSI (ISVLSI), 45-50, 2017
382017
HielM: Highly flexible in-memory computing using STT MRAM
F Parveen, Z He, S Angizi, D Fan
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 361-366, 2018
372018
T-BFA: Targeted bit-flip adversarial weight attack
AS Rakin, Z He, J Li, F Yao, C Chakrabarti, D Fan
(TPAMI) Transactions on Pattern Analysis and Machine Intelligence, 2021
342021
Hybrid polymorphic logic gate with 5-terminal magnetic domain wall motion device
F Parveen, Z He, S Angizi, D Fan
2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 152-157, 2017
312017
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