Mohammad Akyash

26 papers A 1B 2C 4Misc 1Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MeltRTL: Multi-Expert LLMs with Inference-time Intervention for RTL Code Generation. CoRR Nowfel Mashnoor, Mohammad Akyash, Hadi Mardani Kamali, Kimia Zamiri Azar
2025	C	`conf`	CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage. ICCD Nowfel Mashnoor, Mohammad Akyash, Hadi Mardani Kamali, Kimia Zamiri Azar
2025	J	`jnl`	CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage. CoRR Nowfel Mashnoor, Mohammad Akyash, Hadi Mardani Kamali, Kimia Zamiri Azar
2025	A	`conf`	DecoRTL: A Run-Time Decoding Framework for RTL Code Generation with LLMs. ICCAD Mohammad Akyash, Kimia Zamiri Azar, Hadi Mardani Kamali
2025	J	`jnl`	DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs. CoRR Mohammad Akyash, Kimia Zamiri Azar, Hadi Mardani Kamali
2025	Misc	`conf`	LLM-IFT: LLM-Powered Information Flow Tracking for Secure Hardware. VTS Nowfel Mashnoor, Mohammad Akyash, Hadi Mardani Kamali, Kimia Zamiri Azar
2025	J	`jnl`	LLM-IFT: LLM-Powered Information Flow Tracking for Secure Hardware. CoRR Nowfel Mashnoor, Mohammad Akyash, Hadi Mardani Kamali, Kimia Zamiri Azar
2025	J	`jnl`	RTL++: Graph-enhanced LLM for RTL Code Generation. CoRR Mohammad Akyash, Kimia Zamiri Azar, Hadi Mardani Kamali
2025	C	`conf`	SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation. ICCD M. Zafir Sadik Khan, Nowfel Mashnoor, Mohammad Akyash, Kimia Zamiri Azar, Hadi Mardani Kamali
2025	J	`jnl`	SAGE-HLS: Syntax-Aware AST-Guided LLM for High-Level Synthesis Code Generation. CoRR M. Zafir Sadik Khan, Nowfel Mashnoor, Mohammad Akyash, Kimia Zamiri Azar, Hadi Mardani Kamali
2025	—	`conf`	SimEval: Investigating the Similarity Obstacle in LLM-based Hardware Code Generation. ASP-DAC Mohammad Akyash, Hadi Mardani Kamali
2025	J	`jnl`	StepGrade: Grading Programming Assignments with Context-Aware LLMs. CoRR Mohammad Akyash, Kimia Zamiri Azar, Hadi Mardani Kamali
2025	—	`conf`	TimelyHLS: LLM-Based Timing-Aware and Architecture-Specific FPGA HLS Optimization. COINS Nowfel Mashnoor, Mohammad Akyash, Hadi Mardani Kamali, Kimia Zamiri Azar
2025	J	`jnl`	TimelyHLS: LLM-Based Timing-Aware and Architecture-Specific FPGA HLS Optimization. CoRR Nowfel Mashnoor, Mohammad Akyash, Hadi Mardani Kamali, Kimia Zamiri Azar
2024	—	`conf`	Evolutionary Large Language Models for Hardware Security: A Comparative Survey. ACM Great Lakes Symposium on VLSI Mohammad Akyash, Hadi Mardani Kamali
2024	—	`conf`	Self-HWDebug: Automation of LLM Self-Instructing for Hardware Security Verification. ISVLSI Mohammad Akyash, Hadi Mardani Kamali
2024	J	`jnl`	Self-HWDebug: Automation of LLM Self-Instructing for Hardware Security Verification. CoRR Mohammad Akyash, Hadi Mardani Kamali
2023	B	`conf`	AAFACE: Attribute-Aware Attentional Network for Face Recognition. ICIP Niloufar Alipour Talemi, Hossein Kashiani, Sahar Rahimi Malakshan, Mohammad Saeed Ebrahimi Saadabadi, Nima Najafzadeh, Mohammad Akyash, Nasser M. Nasrabadi
2023	J	`jnl`	AAFACE: Attribute-aware Attentional Network for Face Recognition. CoRR Niloufar Alipour Talemi, Hossein Kashiani, Sahar Rahimi Malakshan, Mohammad Saeed Ebrahimi Saadabadi, Nima Najafzadeh, Mohammad Akyash, Nasser M. Nasrabadi
2023	B	`conf`	Frequency Disentangled Features in Neural Image Compression. ICIP Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Mohammad Saeed Ebrahimi Saadabadi, Mohammad Akyash, Nasser M. Nasrabadi
2023	J	`jnl`	Frequency Disentangled Features in Neural Image Compression. CoRR Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Mohammad Saeed Ebrahimi Saadabadi, Mohammad Akyash, Nasser M. Nasrabadi
2023	C	`conf`	Multi-Context Dual Hyper-Prior Neural Image Compression. ICMLA Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Mohammad Akyash, Hossein Kashiani, Nasser M. Nasrabadi
2023	J	`jnl`	Multi-Context Dual Hyper-Prior Neural Image Compression. CoRR Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Mohammad Akyash, Hossein Kashiani, Nasser M. Nasrabadi
2023	C	`conf`	Trading-Off Mutual Information on Feature Aggregation for Face Recognition. ICMLA Mohammad Akyash, Ali Zafari, Nasser M. Nasrabadi
2023	J	`jnl`	Trading-off Mutual Information on Feature Aggregation for Face Recognition. CoRR Mohammad Akyash, Ali Zafari, Nasser M. Nasrabadi
2021	J	`jnl`	DTW-Merge: A Novel Data Augmentation Technique for Time Series Classification. CoRR Mohammad Akyash, Hoda Mohammadzade, Hamid Behroozi