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Mojan Javaheripi
Mojan Javaheripi
Senior Researcher, Microsoft Research
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Textbooks Are All You Need
S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ...
arXiv preprint arXiv:2306.11644, 2023
1292023
Deepfense: Online accelerated defense against adversarial deep learning
B Rouhani, M Samragh, M Javaheripi, T Javidi, F Koushanfar
Proceedings of the International Conference on Computer-Aided Design, 134, 2018
592018
Encodeep: Realizing bit-flexible encoding for deep neural networks
M Samragh, M Javaheripi, F Koushanfar
ACM Transactions on Embedded Computing Systems (TECS) 19 (6), 1-29, 2020
37*2020
Semihd: Semi-supervised learning using hyperdimensional computing
M Imani, S Bosch, M Javaheripi, B Rouhani, X Wu, F Koushanfar, ...
IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-8, 2019
312019
FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA
S Hussain, M Javaheripi, P Neekhara, R Kastner, F Koushanfar
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
302019
Cleann: Accelerated trojan shield for embedded neural networks
M Javaheripi, M Samragh, G Fields, T Javidi, F Koushanfar
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
292020
CuRTAIL: ChaRacterizing and Thwarting AdversarIal deep Learning
M Javaheripi, M Samragh, BD Rouhani, T Javidi, F Koushanfar
IEEE Transactions on Dependable and Secure Computing, 2020
25*2020
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
M Javaheripi, GH de Rosa, S Mukherjee, S Shah, TL Religa, ...
Advances in Neural Information Processing Systems, 2022
24*2022
Coinn: Crypto/ml codesign for oblivious inference via neural networks
SU Hussain, M Javaheripi, M Samragh, F Koushanfar
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
222021
MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation.
MS Riazi, M Javaheripi, SU Hussain, F Koushanfar
IACR Cryptology ePrint Archive 2019, 275, 2019
222019
Swann: Small-world architecture for fast convergence of neural networks
M Javaheripi, BD Rouhani, F Koushanfar
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021
19*2021
GeneCAI: Genetic Evolution for Acquiring Compact AI
M Javaheripi, M Samragh, T Javidi, F Koushanfar
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation …, 2020
17*2020
Phi-2: The surprising power of small language models
M Javaheripi, S Bubeck, M Abdin, J Aneja, S Bubeck, CCT Mendes, ...
Microsoft Research Blog, 2023
152023
Trojan signatures in DNN weights
G Fields, M Samragh, M Javaheripi, F Koushanfar, T Javidi
Proceedings of the IEEE/CVF International Conference on Computer Vision, 12-20, 2021
152021
HASHTAG: Hash signatures for online detection of fault-injection attacks on deep neural networks
M Javaheripi, F Koushanfar
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
142021
Peeking into the black box: A tutorial on automated design optimization and parameter search
M Javaheripi, M Samragh, F Koushanfar
IEEE Solid-State Circuits Magazine 11 (4), 23-28, 2019
132019
Autorank: Automated rank selection for effective neural network customization
M Javaheripi, M Samragh, F Koushanfar
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021
10*2021
AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks
M Javaheripi, JW Chang, F Koushanfar
ACM Journal on Emerging Technologies in Computing Systems 19 (1), 1-20, 2022
72022
Rovisq: Reduction of video service quality via adversarial attacks on deep learning-based video compression
JW Chang, M Javaheripi, S Hidano, F Koushanfar
arXiv preprint arXiv:2203.10183, 2022
7*2022
AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs
M Javaheripi, M Samragh, T Javidi, F Koushanfar
IEEE Journal of Selected Topics in Signal Processing 14 (4), 750-764, 2020
72020
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