Mojan Javaheripi

Most-cited papers

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Marah Abdin, Sam Adé Jacobs, A. Awan, J. Aneja +85 more
2024arXiv.org2,593 citations
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Phi-4 Technical Report
Marah Abdin, J. Aneja, Harkirat Singh Behl, Sébastien Bubeck +23 more
2024arXiv.org863 citations
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Textbooks Are All You Need
Suriya Gunasekar, Yi Zhang, J. Aneja, C. C. T. Mendes +15 more
2023arXiv.org685 citations
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Phi-4-reasoning Technical Report
Marah Abdin, Sahaj Agarwal, A. Awadallah, Vidhisha Balachandran +19 more
2025arXiv.org134 citations
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DeepFense: Online Accelerated Defense Against Adversarial Deep Learning
B. Rouhani, Mohammad Samragh, Mojan Javaheripi, T. Javidi +1 more
20172018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)50 citations
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COINN: Crypto/ML Codesign for Oblivious Inference via Neural Networks
S. Hussain, Mojan Javaheripi, Mohammad Samragh, F. Koushanfar
2021Conference on Computer and Communications Security48 citations Open access
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CleaNN: Accelerated Trojan Shield for Embedded Neural Networks
Mojan Javaheripi, Mohammad Samragh, Gregory Fields, T. Javidi +1 more
20202020 IEEE/ACM International Conference On Computer Aided Design (ICCAD)48 citations Open access
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HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks
Mojan Javaheripi, F. Koushanfar
20212021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)39 citations Open access
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SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing
M. Imani, Samuel Bosch, Mojan Javaheripi, B. Rouhani +3 more
20192019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)38 citations Open access
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Lanturn: Measuring Economic Security of Smart Contracts Through Adaptive Learning
Kushal Babel, Mojan Javaheripi, Yan Ji, Mahimna Kelkar +2 more
2023IACR Cryptology ePrint Archive33 citations Open access
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Trojan Signatures in DNN Weights
Gregg B. Fields, Mohammad Samragh, Mojan Javaheripi, F. Koushanfar +1 more
20212021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)31 citations Open access
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zPROBE: Zero Peek Robustness Checks for Federated Learning
Zahra Ghodsi, Mojan Javaheripi, Nojan Sheybani, Xin-Qiao Zhang +2 more
2022IEEE International Conference on Computer Vision30 citations Open access
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LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, S. Shah +5 more
2022Neural Information Processing Systems27 citations Open access
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FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA
Shehzeen Samarah Hussain, Mojan Javaheripi, Paarth Neekhara, R. Kastner +1 more
20192019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)23 citations Open access
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MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation
M. Riazi, Mojan Javaheripi, S. Hussain, F. Koushanfar
2019IEEE International Symposium on Hardware Oriented Security and Trust21 citations
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AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks
Mojan Javaheripi, Jung-Woo Chang, F. Koushanfar
2022ACM Journal on Emerging Technologies in Computing Systems20 citations Open access
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LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models
Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, S. Shah +5 more
2022arXiv.org17 citations Open access
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CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning
Mojan Javaheripi, Mohammad Samragh, B. Rouhani, T. Javidi +1 more
2017IEEE Transactions on Dependable and Secure Computing17 citations
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Machine learning-assisted E-jet printing for manufacturing of organic flexible electronics.
Mehran Abbasi Shirsavar, M. Taghavimehr, L. J. Ouedraogo, Mojan Javaheripi +3 more
2022Biosensors & bioelectronics16 citations Open access
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SWNet: Small-World Neural Networks and Rapid Convergence
Mojan Javaheripi, B. Rouhani, F. Koushanfar
2019arXiv.org14 citations
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Peeking Into the Black Box: A Tutorial on Automated Design Optimization and Parameter Search
Mojan Javaheripi, Mohammad Samragh, F. Koushanfar
2019IEEE Solid-State Circuits Magazine14 citations
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RoVISQ: Reduction of Video Service Quality via Adversarial Attacks on Deep Learning-based Video Compression
Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, F. Koushanfar
2022Network and Distributed System Security Symposium12 citations Open access
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CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs
Mohammad Samragh, Mojan Javaheripi, F. Koushanfar
2019arXiv.org11 citations
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GeneCAI: genetic evolution for acquiring compact AI
Mojan Javaheripi, Mohammad Samragh, T. Javidi, F. Koushanfar
2020Annual Conference on Genetic and Evolutionary Computation9 citations Open access
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AutoRank: Automated Rank Selection for Effective Neural Network Customization
Mojan Javaheripi, Mohammad Samragh, F. Koushanfar
2021IEEE Journal on Emerging and Selected Topics in Circuits and Systems8 citations Open access
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AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs
Mojan Javaheripi, Mohammad Samragh, T. Javidi, F. Koushanfar
2020IEEE Journal on Selected Topics in Signal Processing8 citations
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Adversarial Attacks on Deep Learning-based Video Compression and Classification Systems
Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, F. Koushanfar
2022arXiv.org6 citations Open access
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SWANN: Small-World Architecture for Fast Convergence of Neural Networks
Mojan Javaheripi, B. Rouhani, F. Koushanfar
2021IEEE Journal on Emerging and Selected Topics in Circuits and Systems6 citations Open access
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AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs
Ruisi Zhang, Mojan Javaheripi, Zahra Ghodsi, Amit Bleiweiss +1 more
2023Design Automation Conference5 citations
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Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings
Ruisi Zhang, Shehzeen Samarah Hussain, Huili Chen, Mojan Javaheripi +1 more
2023ACM Trans. Design Autom. Electr. Syst.5 citations Open access
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VideoFlip: Adversarial Bit Flips for Reducing Video Service Quality
Jung-Woo Chang, Mojan Javaheripi, F. Koushanfar
2023Design Automation Conference4 citations
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EncoDeep
Mohammad Samragh, Mojan Javaheripi, F. Koushanfar
2020ACM Transactions on Embedded Computing Systems4 citations Open access
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LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities
Kalyan Nakka, Ausmit Mondal Jimmy Dani, Nitesh Saxena, Junyuan Hong +74 more
2025IJCNLP-AACL3 citations Open access
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NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression
Jung-Woo Chang, Nojan Sheybani, Shehzeen Samarah Hussain, Mojan Javaheripi +2 more
2023arXiv.org3 citations Open access
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RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery
Chu-Xu Zhang, D. Xu, Kai-Ze Ding, Jun-Dong Li +4 more
2024Knowledge Discovery and Data Mining2 citations Open access
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Machine Learning-Assisted E-jet Printing of Organic Flexible Biosensors
Mehran Abbasi Shirsavar, M. Taghavimehr, L. J. Ouedraogo, Mojan Javaheripi +3 more
2021arXiv.org2 citations
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Unified Architectural Support for Secure and Robust Deep Learning
Mojan Javaheripi, Huili Chen, F. Koushanfar
2020Design Automation Conference2 citations
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ASCAI: Adaptive Sampling for acquiring Compact AI
Mojan Javaheripi, Mohammad Samragh, T. Javidi, F. Koushanfar
2019arXiv.org2 citations
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Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workﬂows
M. Ranjit, Anirban Porya, Shaury Srivastav, Niharika Vadlamudi +105 more
2 citations
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RelKD 2023: International Workshop on Resource-Efficient Learning for Knowledge Discovery
Chu-Xu Zhang, Dong-Kuan Xu, Mojan Javaheripi, Subhabrata Mukherjee +5 more
2023Knowledge Discovery and Data Mining1 citations Open access
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High Accuracy Farsi Language Character Segmentation and Recognition
Pantea Kiaei, Mojan Javaheripi, Hoda Mohammadzade
20192019 27th Iranian Conference on Electrical Engineering (ICEE)1 citations
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ElChat: Adapting Chat Language Models Using Only Target Unlabeled Language Data
Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras +210 more
1 citations
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Evaluating Design Choices in Verifiable Generation with Open-source Models
Shuyang Cao, Lu Wang, Marah Abdin, Jy-oti Aneja +496 more
2025Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)0 citations Open access
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Holistic Algorithm and System Co-Optimization for Trustworthy and Platform-Aware Deep Learning
Mojan Javaheripi
20230 citations
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Hardware/Algorithm Codesign for Adversarially Robust Deep Learning
Mojan Javaheripi, Mohammad Samragh, B. Rouhani, T. Javidi +1 more
2021IEEE design & test0 citations
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Training Data Encoded data Unlabeled Data Labeled Data Encoder Encoder Label Encoded Training Data Class 1 vector Class 2 vector Class k vector HD Model Labeling Data / Model Expansion Label Model Generation
M. Imani, Samuel Bosch, Mojan Javaheripi, B. Rouhani +3 more
20190 citations
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Assured Deep Learning: Practical Defense Against Adversarial Attacks
B. Rouhani, Mohammad Samragh, Mojan Javaheripi, T. Javidi +1 more
20182018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)0 citations
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Rulebreakers Challenge: Revealing a Blind Spot in Large Language Models’ Reasoning with Formal Logic
Jason Chan, Robert J. Gaizauskas, Zhixue Zhao, Marah Abdin +334 more
0 citations
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Behavioral Bias of Vision-Language Models: A Behavioral Finance View Anonymous
Marah Abdin, Ammar Sam Ade Jacobs, Ahmad Awan, J. Aneja +127 more
0 citations
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Formula-One Prompting: Equation-First Reasoning For Applied Mathematics
Natapong Nitarach, Pittawat Taveekitworachai, Kunat Pipatanakul, K. Cobbe +19 more
0 citations
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