Mojan Javaheripi

47 papers A* 10A 7Journal 26Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Phi-4-reasoning Technical Report. CoRR Marah I Abdin, Sahaj Agarwal, Ahmed Awadallah, Vidhisha Balachandran, Harkirat S. Behl, Lingjiao Chen, Gustavo de Rosa, Suriya Gunasekar, Mojan Javaheripi, Neel Joshi, Piero Kauffmann, Yash Lara, Caio César Teodoro Mendes, Arindam Mitra, Besmira Nushi, Dimitris Papailiopoulos, Olli Saarikivi, Shital Shah, Vaishnavi Shrivastava, Vibhav Vineet, Yue Wu, Safoora Yousefi, Guoqing Zheng
2024	J	`jnl`	Phi-4 Technical Report. CoRR Marah I Abdin, Jyoti Aneja, Harkirat S. Behl, Sébastien Bubeck, Ronen Eldan, Suriya Gunasekar, Michael Harrison, Russell J. Hewett, Mojan Javaheripi, Piero Kauffmann, James R. Lee, Yin Tat Lee, Yuanzhi Li, Weishung Liu, Caio C. T. Mendes, Anh Nguyen, Eric Price, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Xin Wang, Rachel Ward, Yue Wu, Dingli Yu, Cyril Zhang, Yi Zhang
2024	A*	`conf`	RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery. KDD Chuxu Zhang, Dongkuan Xu, Kaize Ding, Jundong Li, Mojan Javaheripi, Subhabrata Mukherjee, Nitesh V. Chawla, Huan Liu
2023	J	`jnl`	AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks. ACM J. Emerg. Technol. Comput. Syst. Mojan Javaheripi, Jung-Woo Chang, Farinaz Koushanfar
2023	A*	`conf`	AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs. DAC Ruisi Zhang, Mojan Javaheripi, Zahra Ghodsi, Amit Bleiweiss, Farinaz Koushanfar
2023	—	`—`	Holistic Algorithm and System Co-Optimization for Trustworthy and Platform-Aware Deep Learning Mojan Javaheripi
2023	A*	`conf`	Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning. CCS Kushal Babel, Mojan Javaheripi, Yan Ji, Mahimna Kelkar, Farinaz Koushanfar, Ari Juels
2023	J	`jnl`	Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning. IACR Cryptol. ePrint Arch. Kushal Babel, Mojan Javaheripi, Yan Ji, Mahimna Kelkar, Farinaz Koushanfar, Ari Juels
2023	J	`jnl`	NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression. CoRR Jung-Woo Chang, Nojan Sheybani, Shehzeen Samarah Hussain, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
2023	A*	`conf`	RelKD 2023: International Workshop on Resource-Efficient Learning for Knowledge Discovery. KDD Chuxu Zhang, Dongkuan Xu, Mojan Javaheripi, Subhabrata Mukherjee, Lingfei Wu, Yinglong Xia, Jundong Li, Meng Jiang, Yanzhi Wang
2023	A*	`conf`	RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression. NDSS Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
2023	J	`jnl`	Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings. ACM Trans. Design Autom. Electr. Syst. Ruisi Zhang, Shehzeen Hussain, Huili Chen, Mojan Javaheripi, Farinaz Koushanfar
2023	J	`jnl`	Textbooks Are All You Need. CoRR 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
2023	A*	`conf`	VideoFlip: Adversarial Bit Flips for Reducing Video Service Quality. DAC Jung-Woo Chang, Mojan Javaheripi, Farinaz Koushanfar
2023	A*	`conf`	zPROBE: Zero Peek Robustness Checks for Federated Learning. ICCV Zahra Ghodsi, Mojan Javaheripi, Nojan Sheybani, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
2022	J	`jnl`	Adversarial Attacks on Deep Learning-based Video Compression and Classification Systems. CoRR Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar
2022	A*	`conf`	LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models. NeurIPS Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, Shital Shah, Tomasz Religa, Caio César Teodoro Mendes, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
2022	J	`jnl`	LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models. CoRR Mojan Javaheripi, Shital Shah, Subhabrata Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
2022	J	`jnl`	zPROBE: Zero Peek Robustness Checks for Federated Learning. CoRR Zahra Ghodsi, Mojan Javaheripi, Nojan Sheybani, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
2021	J	`jnl`	AutoRank: Automated Rank Selection for Effective Neural Network Customization. IEEE J. Emerg. Sel. Topics Circuits Syst. Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar
2021	A*	`conf`	COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks. CCS Siam Umar Hussain, Mojan Javaheripi, Mohammad Samragh, Farinaz Koushanfar
2021	J	`jnl`	CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning. IEEE Trans. Dependable Secur. Comput. Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
2021	—	`conf`	Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution. CVPR Workshops Hadi Pouransari, Mojan Javaheripi, Vinay Sharma, Oncel Tuzel
2021	A	`conf`	HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. ICCAD Mojan Javaheripi, Farinaz Koushanfar
2021	J	`jnl`	HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. CoRR Mojan Javaheripi, Farinaz Koushanfar
2021	J	`jnl`	Hardware/Algorithm Codesign for Adversarially Robust Deep Learning. IEEE Des. Test Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
2021	J	`jnl`	Machine Learning-Assisted E-jet Printing of Organic Flexible Biosensors. CoRR Mehran Abbasi Shirsavar, Mehrnoosh Taghavimehr, Lionel J. Ouedraogo, Mojan Javaheripi, Nicole N. Hashemi, Farinaz Koushanfar, Reza Montazami
2021	J	`jnl`	SWANN: Small-World Architecture for Fast Convergence of Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. Mojan Javaheripi, Bita Darvish Rouhani, Farinaz Koushanfar
2021	—	`conf`	Trojan Signatures in DNN Weights. ICCVW Greg Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
2021	J	`jnl`	Trojan Signatures in DNN Weights. CoRR Greg Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
2020	J	`jnl`	AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs. IEEE J. Sel. Top. Signal Process. Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2020	J	`jnl`	CLEANN: Accelerated Trojan Shield for Embedded Neural Networks. CoRR Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
2020	A	`conf`	CleaNN: Accelerated Trojan Shield for Embedded Neural Networks. ICCAD Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
2020	J	`jnl`	EncoDeep: Realizing Bit-flexible Encoding for Deep Neural Networks. ACM Trans. Embed. Comput. Syst. Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar
2020	J	`jnl`	FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. CoRR Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
2020	J	`jnl`	GeneCAI: Genetic Evolution for Acquiring Compact AI. CoRR Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2020	A	`conf`	GeneCAI: genetic evolution for acquiring compact AI. GECCO Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2020	A*	`conf`	Unified Architectural Support for Secure and Robust Deep Learning. DAC Mojan Javaheripi, Huili Chen, Farinaz Koushanfar
2019	J	`jnl`	ASCAI: Adaptive Sampling for acquiring Compact AI. CoRR Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
2019	J	`jnl`	CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs. CoRR Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar
2019	A	`conf`	FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. ICCAD Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
2019	—	`conf`	MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. HOST M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
2019	J	`jnl`	MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. IACR Cryptol. ePrint Arch. M. Sadegh Riazi, Mojan Javaheripi, Siam U. Hussain, Farinaz Koushanfar
2019	J	`jnl`	SWNet: Small-World Neural Networks and Rapid Convergence. CoRR Mojan Javaheripi, Bita Darvish Rouhani, Farinaz Koushanfar
2019	A	`conf`	SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing. ICCAD Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing
2018	A	`conf`	Assured deep learning: practical defense against adversarial attacks. ICCAD Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar
2018	A	`conf`	DeepFense: online accelerated defense against adversarial deep learning. ICCAD Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar