DTW-Merge: A Novel Data Augmentation Technique for Time Series Classification. - Mohammad Akyash; Hoda Mohammadzade; Hamid Behroozi (CoRR, 2021)

AAFACE: Attribute-Aware Attentional Network for Face Recognition. - Niloufar Alipour Talemi; Hossein Kashiani; Sahar Rahimi Malakshan; Mohammad Saeed Ebrahimi Saadabadi; Nima Najafzadeh; Mohammad Akyash; Nasser M. Nasrabadi (ICIP, 2023)

Frequency Disentangled Features in Neural Image Compression. - Ali Zafari; Atefeh Khoshkhahtinat; Piyush M. Mehta; Mohammad Saeed Ebrahimi Saadabadi; Mohammad Akyash; Nasser M. Nasrabadi (ICIP, 2023)

Trading-Off Mutual Information on Feature Aggregation for Face Recognition. - Mohammad Akyash; Ali Zafari; Nasser M. Nasrabadi (ICMLA, 2023)

Multi-Context Dual Hyper-Prior Neural Image Compression. - Atefeh Khoshkhahtinat; Ali Zafari; Piyush M. Mehta; Mohammad Akyash; Hossein Kashiani; Nasser M. Nasrabadi (ICMLA, 2023)

Evolutionary Large Language Models for Hardware Security: A Comparative Survey. - Mohammad Akyash; Hadi Mardani Kamali (ACM Great Lakes Symposium on VLSI, 2024)

Self-HWDebug: Automation of LLM Self-Instructing for Hardware Security Verification. - Mohammad Akyash; Hadi Mardani Kamali (ISVLSI, 2024)

SimEval: Investigating the Similarity Obstacle in LLM-based Hardware Code Generation. - Mohammad Akyash; Hadi Mardani Kamali (ASP-DAC, 2025)

LLM-IFT: LLM-Powered Information Flow Tracking for Secure Hardware. - Nowfel Mashnoor; Mohammad Akyash; Hadi Mardani Kamali; Kimia Zamiri Azar (VTS, 2025)

StepGrade: Grading Programming Assignments with Context-Aware LLMs. - Mohammad Akyash; Kimia Zamiri Azar; Hadi Mardani Kamali (CoRR, 2025)

RTL++: Graph-enhanced LLM for RTL Code Generation. - Mohammad Akyash; Kimia Zamiri Azar; Hadi Mardani Kamali (CoRR, 2025)

DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs. - Mohammad Akyash; Kimia Zamiri Azar; Hadi Mardani Kamali (CoRR, 2025)

TimelyHLS: LLM-Based Timing-Aware and Architecture-Specific FPGA HLS Optimization. - Nowfel Mashnoor; Mohammad Akyash; Hadi Mardani Kamali; Kimia Zamiri Azar (CoRR, 2025)