Mojan Javaheripi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 45

Top Topics

Service Quality

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat S. Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Amit Garg, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Eric Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olatunji Ruwase, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Masahiro Tanaka, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yue Zhang, Yunan Zhang, Xiren Zhou
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. CoRR (2024)
Chuxu Zhang, Dongkuan Xu, Kaize Ding, Jundong Li, Mojan Javaheripi, Subhabrata Mukherjee, Nitesh V. Chawla, Huan Liu
RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery. KDD (2024)
Suriya Gunasekar, Yi Zhang, Jyoti Aneja, Caio César Teodoro Mendes, Allie Del Giorno, Sivakanth Gopi, Mojan Javaheripi, Piero Kauffmann, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Harkirat Singh Behl, Xin Wang, Sébastien Bubeck, Ronen Eldan, Adam Tauman Kalai, Yin Tat Lee, Yuanzhi Li
Textbooks Are All You Need. CoRR (2023)
Ruisi Zhang, Shehzeen Hussain, Huili Chen, Mojan Javaheripi, Farinaz Koushanfar
Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings. ACM Trans. Design Autom. Electr. Syst. 28 (6) (2023)
Ruisi Zhang, Mojan Javaheripi, Zahra Ghodsi, Amit Bleiweiss, Farinaz Koushanfar
AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs. DAC (2023)
Kushal Babel, Mojan Javaheripi, Yan Ji, Mahimna Kelkar, Farinaz Koushanfar, Ari Juels
Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning. IACR Cryptol. ePrint Arch. 2023 (2023)
Zahra Ghodsi, Mojan Javaheripi, Nojan Sheybani, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
zPROBE: Zero Peek Robustness Checks for Federated Learning. ICCV (2023)
Mojan Javaheripi, Jung-Woo Chang, Farinaz Koushanfar
AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 19 (1) (2023)
Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression. NDSS (2023)
Jung-Woo Chang, Nojan Sheybani, Shehzeen Samarah Hussain, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression. CoRR (2023)
Kushal Babel, Mojan Javaheripi, Yan Ji, Mahimna Kelkar, Farinaz Koushanfar, Ari Juels
Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning. CCS (2023)
Chuxu Zhang, Dongkuan Xu, Mojan Javaheripi, Subhabrata Mukherjee, Lingfei Wu, Yinglong Xia, Jundong Li, Meng Jiang, Yanzhi Wang
RelKD 2023: International Workshop on Resource-Efficient Learning for Knowledge Discovery. KDD (2023)
Jung-Woo Chang, Mojan Javaheripi, Farinaz Koushanfar
VideoFlip: Adversarial Bit Flips for Reducing Video Service Quality. DAC (2023)
Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, Shital Shah, Tomasz Religa, Caio Cesar Teodoro Mendes, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models. NeurIPS (2022)
Zahra Ghodsi, Mojan Javaheripi, Nojan Sheybani, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
zPROBE: Zero Peek Robustness Checks for Federated Learning. CoRR (2022)
Mojan Javaheripi, Shital Shah, Subhabrata Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models. CoRR (2022)
Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
Adversarial Attacks on Deep Learning-based Video Compression and Classification Systems. CoRR (2022)
Hadi Pouransari, Mojan Javaheripi, Vinay Sharma, Oncel Tuzel
Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution. CVPR Workshops (2021)
Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar
AutoRank: Automated Rank Selection for Effective Neural Network Customization. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)
Mojan Javaheripi, Farinaz Koushanfar
HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. CoRR (2021)
Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
Hardware/Algorithm Codesign for Adversarially Robust Deep Learning. IEEE Des. Test 38 (3) (2021)
Gregory Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
Trojan Signatures in DNN Weights. CoRR (2021)
Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Mojan Javaheripi, Bita Darvish Rouhani, Farinaz Koushanfar
SWANN: Small-World Architecture for Fast Convergence of Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)
Mehran Abbasi Shirsavar, Mehrnoosh Taghavimehr, Lionel J. Ouedraogo, Mojan Javaheripi, Nicole N. Hashemi, Farinaz Koushanfar, Reza Montazami
Machine Learning-Assisted E-jet Printing of Organic Flexible Biosensors. CoRR (2021)
Gregory Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
Trojan Signatures in DNN Weights. ICCVW (2021)
Mojan Javaheripi, Farinaz Koushanfar
HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. ICCAD (2021)
Siam Umar Hussain, Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar
COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks. CCS (2021)
Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
CLEANN: Accelerated Trojan Shield for Embedded Neural Networks. CoRR (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
GeneCAI: genetic evolution for acquiring compact AI. GECCO (2020)
Mojan Javaheripi, Huili Chen, Farinaz Koushanfar
Unified Architectural Support for Secure and Robust Deep Learning. DAC (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
CleaNN: Accelerated Trojan Shield for Embedded Neural Networks. ICCAD (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
GeneCAI: Genetic Evolution for Acquiring Compact AI. CoRR (2020)
Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar
EncoDeep: Realizing Bit-flexible Encoding for Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 19 (6) (2020)
Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. CoRR (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
ASCAI: Adaptive Sampling for acquiring Compact AI. CoRR (2019)
Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing
SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing. ICCAD (2019)
Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar
CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs. CoRR (2019)
M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. HOST (2019)
Mojan Javaheripi, Bita Darvish Rouhani, Farinaz Koushanfar
SWNet: Small-World Neural Networks and Rapid Convergence. CoRR (2019)
M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. IACR Cryptol. ePrint Arch. 2019 (2019)
Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. ICCAD (2019)
Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar
Assured deep learning: practical defense against adversarial attacks. ICCAD (2018)
Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar
DeepFense: online accelerated defense against adversarial deep learning. ICCAD (2018)