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Jingtao Li
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Valence and conduction band offsets of β-Ga2O3/AlN heterojunction
H Sun, CG Torres Castanedo, K Liu, KH Li, W Guo, R Lin, X Liu, J Li, X Li
Applied Physics Letters 111 (16), 2017
972017
Defending and harnessing the bit-flip based adversarial weight attack
Z He, AS Rakin, J Li, C Chakrabarti, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
792020
T-BFA: Targeted Bit-Flip Adversarial Weight Attack
AS Rakin, Z He, J Li, F Yao, C Chakrabarti, D Fan
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7928 …, 2021
642021
Wurtzite BAlN and BGaN alloys for heterointerface polarization engineering
K Liu, H Sun, F AlQatari, W Guo, X Liu, J Li, CG Torres Castanedo, X Li
Applied Physics Letters 111 (22), 2017
572017
Defending bit-flip attack through dnn weight reconstruction
J Li, AS Rakin, Y Xiong, L Chang, Z He, D Fan, C Chakrabarti
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
482020
Radar: Run-time adversarial weight attack detection and accuracy recovery
J Li, AS Rakin, Z He, D Fan, C Chakrabarti
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 790-795, 2021
382021
Ressfl: A resistance transfer framework for defending model inversion attack in split federated learning
J Li, AS Rakin, X Chen, Z He, D Fan, C Chakrabarti
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
332022
MAX2: An ReRAM-Based Neural Network Accelerator That Maximizes Data Reuse and Area Utilization
M Mao, X Peng, R Liu, J Li, S Yu, C Chakrabarti
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019
292019
Communication and computation reduction for split learning using asynchronous training
X Chen, J Li, C Chakrabarti
2021 IEEE Workshop on Signal Processing Systems (SiPS), 76-81, 2021
252021
Neurobfuscator: A full-stack obfuscation tool to mitigate neural architecture stealing
J Li, Z He, AS Rakin, D Fan, C Chakrabarti
2021 IEEE International Symposium on Hardware Oriented Security and Trust …, 2021
192021
Ra-bnn: Constructing robust & accurate binary neural network to simultaneously defend adversarial bit-flip attack and improve accuracy
AS Rakin, L Yang, J Li, F Yao, C Chakrabarti, Y Cao, J Seo, D Fan
arXiv preprint arXiv:2103.13813, 2021
192021
MocoSFL: Enabling Cross-client Collaborative Self-supervised Learning
MS Jingtao Li, Lingjuan Lyu, Daisuke Iso, Chaitali Chakrabarti
The Eleventh International Conference on Learning Representations 2023, 2023
12*2023
Exploiting smallest error to calibrate non-linearity in SAR ADCs
H Fan, J Li, Q Feng, X Diao, L Lin, K Zhang, H Sun, H Heidari
IEEE Access 6, 42930-42940, 2018
122018
AlN/beta-Ga2O3 based HEMT: a potential pathway to ultimate high power device
Y Lu, HH Yao, J Li, J Yan, J Wang, J Li, X Li
arXiv preprint arXiv:1901.05111, 2019
112019
Order statistics and optimal selection of unit elements in DACs to enhance the static linearity
H Fan, J Li, F Maloberti
IEEE Transactions on Circuits and Systems I: Regular Papers 67 (7), 2193-2203, 2020
102020
An adjustable farthest point sampling method for approximately-sorted point cloud data
J Li, J Zhou, Y Xiong, X Chen, C Chakrabarti
2022 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2022
82022
Comparator design in sensors for environmental monitoring
J Li, H Fan, Y Wu, Q Feng, D Li, D Hu, Y Cen, H Heidari
IOP Conference Series: Earth and Environmental Science 151 (1), 012030, 2018
72018
Energy and loss-aware selective updating for splitfed learning with energy harvesting-powered devices
X Chen, J Li, C Chakrabarti
Journal of Signal Processing Systems 94 (10), 961-975, 2022
42022
Split federated learning on micro-controllers: A keyword spotting showcase
J Li, R Kuang
arXiv preprint arXiv:2210.01961, 2022
22022
Model Extraction Attacks on Split Federated Learning
J Li, AS Rakin, X Chen, L Yang, Z He, D Fan, C Chakrabarti
22022
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Articles 1–20