| Textbooks are all you need S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ... arXiv preprint arXiv:2306.11644, 2023 | 390 | 2023 |
| Phi-3 technical report: A highly capable language model locally on your phone M Abdin, SA Jacobs, AA Awan, J Aneja, A Awadallah, H Awadalla, ... arXiv preprint arXiv:2404.14219, 2024 | 237 | 2024 |
| 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 | 123* | 2023 |
| 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 | 65 | 2018 |
| 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 | 44 | 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 | 40 | 2019 |
| 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 | 39* | 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 | 36* | 2022 |
| 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 | 30 | 2019 |
| 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 | 29 | 2021 |
| HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. In 2021 IEEE M Javaheripi, F Koushanfar ACM International Conference On Computer Aided Design (ICCAD). IEEE, 1ś9, 2021 | 27* | 2021 |
| 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 | 27* | 2020 |
| MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. MS Riazi, M Javaheripi, SU Hussain, F Koushanfar IACR Cryptology ePrint Archive 2019, 275, 2019 | 25 | 2019 |
| 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 | 24 | 2021 |
| 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 | 22* | 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 | 19* | 2020 |
| Machine learning-assisted E-jet printing for manufacturing of organic flexible electronics MA Shirsavar, M Taghavimehr, LJ Ouedraogo, M Javaheripi, NN Hashemi, ... Biosensors and Bioelectronics 212, 114418, 2022 | 15* | 2022 |
| 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 | 15 | 2019 |
| 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 | 13 | 2022 |
| 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 | 11* | 2022 |
Farinaz KoushanfarProfessor and Siavouche Nemat-Nasser Endowed Chair of ECE, UC San DiegoVerified email at ucsd.edu
