Ali Mirzaeian

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 18

Top Topics

Complexity Reduction

Convolutional Neural Networks

Hierarchical Representation

Top Venues

Publications

Tanmoy Chowdhury, Ashkan Vakil, Banafsheh Saber Latibari, Seyed Aresh Beheshti Shirazi, Ali Mirzaeian, Xiaojie Guo, Sai Manoj P. D., Houman Homayoun, Ioannis Savidis, Liang Zhao, Avesta Sasan
RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis. ACM Great Lakes Symposium on VLSI (2022)
Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan
Adaptive-Gravity: A Defense Against Adversarial Samples. ISQED (2022)
Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan
Adaptive-Gravity: A Defense Against Adversarial Samples. CoRR (2022)
Ali Mirzaeian, Sai Manoj, Ashkan Vakil, Houman Homayoun, Avesta Sasan
Conditional Classification: A Solution for Computational Energy Reduction. ISQED (2021)
Ashkan Vakil, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan
AVATAR: NN-Assisted Variation Aware Timing Analysis and Reporting for Hardware Trojan Detection. IEEE Access 9 (2021)
Ali Mirzaeian, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan
Diverse Knowledge Distillation (DKD): A Solution for Improving The Robustness of Ensemble Models Against Adversarial Attacks. ISQED (2021)
Ashkan Vakil, Farzad Niknia, Ali Mirzaeian, Avesta Sasan, Naghmeh Karimi
Learning Assisted Side Channel Delay Test for Detection of Recycled ICs. ASP-DAC (2021)
Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. CoRR (2020)
Ashkan Vakil, Farzad Niknia, Ali Mirzaeian, Avesta Sasan, Naghmeh Karimi
Learning Assisted Side Channel Delay Test for Detection of Recycled ICs. CoRR (2020)
Ali Mirzaeian, Houman Homayoun, Avesta Sasan
NESTA: Hamming Weight Compression-Based Neural Proc. EngineAli Mirzaeian. ASP-DAC (2020)
Ashkan Vakil, Farnaz Behnia, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan
LASCA: Learning Assisted Side Channel Delay Analysis for Hardware Trojan Detection. ISQED (2020)
Ali Mirzaeian, Mohammad Sabokrou, Mohammad Khalooei, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan
Learning Diverse Latent Representations for Improving the Resilience to Adversarial Attacks. CoRR (2020)
Ashkan Vakil, Farnaz Behnia, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan
LASCA: Learning Assisted Side Channel Delay Analysis for Hardware Trojan Detection. CoRR (2020)
Ali Mirzaeian, Masoud PourReza, Mohammad Sabokrou, Ashkan Vakil, Tinoosh Mohsenin, Houman Homayoun, Avesta Sasan
Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction. CoRR (2020)
Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. ISQED (2020)
Ali Mirzaeian, Houman Homayoun, Avesta Sasan
NESTA: Hamming Weight Compression-Based Neural Proc. Engine. CoRR (2019)
Ali Mirzaeian, Houman Homayoun, Avesta Sasan
TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs. CoRR (2019)
Ali Mirzaeian, Houman Homayoun, Avesta Sasan
TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs. ReConFig (2019)