(DAC'25) On-the-Fly Hadamard Hypervector Processing for Efficient Hyperdimensional Computing
Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Sabrina Hassan Moon, Ahmed Mamdouh Mohamed Ahmed, M. Hassan Najafi, Dayane Reis, Sercan Aygun
ACM/IEEE Design Automation Conference (DAC), 2025. (Acceptance rate: 22.6%)
(ISLPED'25) ID-VSA: Independent and Dynamic Vector Symbolic Architecture for Energy-Efficient Edge AI
Mehran Moghadam✥, Abu Kaisar Mohammad Masum✥, Sercan Aygun, M. Hassan Najafi
✥(The authors contributed equally to this research.)
International Symposium on Low Power Electronics and Design (ISLPED), 2025. (Acceptance rate: ~23%)
(ICCD'25) GAN–BiLSTM–HDC: A Hybrid Framework for Robust and Hardware-Efficient Malware Detection
Emilien Meyer, Abu Kaisar Mohammad Masum, Mehran Moghadam, Lida Kouhalvandi, Gourav Datta, Sercan Aygun, M. Hassan Najafi
IEEE International Conference on Computer Design (ICCD), 2025. (Acceptance rate: ~26%)
(GLSVLSI'25) Quantum Image Processing: A Comparative Study of NEQR and FRQI Encoding Schemes with Hybrid Processing
Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, M Hassan Najafi, Sercan Aygun
Proceedings of the Great Lakes Symposium on VLSI (GLSVLSI), 2025. (Acceptance rate: 27%)
(GLSVLSI'25) ReX-HD: A Deterministic ReRAM-Based Hyperdimensional Computing Framework for Edge Computing
Sabrina Hassan Moon, Ahmed Ahmed, Abu Kaisar Mohammad Masum, Sercan Aygun, Dayane Reis
Proceedings of the Great Lakes Symposium on VLSI (GLSVLSI), 2025. (Acceptance rate: 27%)
(ISCAS'25) AMS-HD: Acute Mountain Sickness Detection with Hyperdimensional Computing
Abu Kaisar Mohammad Masum, Reeti Pradhananga, Jonas I Schmidt, Mehran Shoushtari Mogdham, M. Hassan Najafi, Ulkuhan Guler, Bige Unluturk, Sercan Aygan
IEEE International Symposium on Circuits and Systems (ISCAS), 2025. (Acceptance rate: 30%)
(ISCAS'25) TRUE-BSG: a True Random Bit-Stream Generator for Fast and Efficient Stochastic Computing
Mehran Shoushtari Mogdham, Shelby Williams, Abu Kaisar Mohammad Masum, M. Hassan Najafi, Sercan Aygun, Magdy Bayoumi
IEEE International Symposium on Circuits and Systems (ISCAS), 2025. (Acceptance rate: 30%)