Publications

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Recent work

2027Under review

CASPER: Confidence-Guided Adaptive Nearest Neighbor Search with In-DRAM Processing for Efficient Information Retrieval

Ashiqur Rasul, Anurup Saha, Sai Pranav Komaragiri, Abhijit Chatterjee

Design, Automation & Test in Europe (DATE) 2027 · Under review

Research overview

2026Under review

ACE: Adaptive Compute-Efficient State Space Models with Dynamic Token Routing

Ashiqur Rasul, Abhijit Chatterjee

AAAI 2026 · Under review

Research overview

2026Conference paper

Adaptive Testing of Compute-in-Memory GANs Using Backpropagation-Guided Test Compaction

Anurup Saha, Ashiqur Rasul, Thomas Walton, Amirali Aghazadeh, Abhijit Chatterjee

Design, Automation & Test in Europe (DATE) 2026

Research overview

2025Journal manuscript

Energy-Efficient Domain Specific Artificial Intelligence Models and Agents: Pathways and Paradigms

Abhijit Chatterjee, Niraj Jha, Jonathan D. Cohen, Thomas L. Griffiths, Hongjing Lu, Diana Marculescu, Ashiqur Rasul, Keshab K. Parhi

ACM Computing Surveys, 2025 · Listed in resume; public preprint available

Preprint (2025 version) Research overview

2025Workshop paper

Dynamic 3D CNN Pruning: Joint Frame, Channel, and Feature Adaptation for Energy Efficiency on the Edge

Mohamed Mejri, Ashiqur Rasul, Abhijit Chatterjee

CVPR Workshop, 2025 · As listed in resume; DANCE preprint posted in 2026

DANCE preprint (2026) Research overview

Earlier publications

2024Journal article

A machine learning based classifier for topological quantum materials

Ashiqur Rasul, Md. Shafayat Hossain, Ankan Ghosh Dastider, Himaddri Roy, M. Zahid Hasan, Quazi D. M. Khosru

Scientific Reports, 2024

2024Journal article

Tunable Metal-Insulator and Topological Phase Transitions in Piezoelectric Janus Monolayers: Theoretical Simulations with Implications for Reconfigurable Strain-Biased Electronic Devices

Tanshia Tahreen Tanisha, Md. Shafayat Hossain, Nishat Tasneem Hiramony, Ashiqur Rasul, M. Zahid Hasan, Quazi D. M. Khosru

ACS Applied Nano Materials, 2024

2023Journal article

Effect of vacancy defects on the electronic and mechanical properties of two-dimensional MoSi₂N₄

Ankan Ghosh Dastider, Ashiqur Rasul, Ehsanur Rahman, Md. Kawsar Alam

RSC Advances, 2023

Recent work

CASPER: Confidence-Guided Adaptive Nearest Neighbor Search with In-DRAM Processing for Efficient Information Retrieval

ACE: Adaptive Compute-Efficient State Space Models with Dynamic Token Routing

Adaptive Testing of Compute-in-Memory GANs Using Backpropagation-Guided Test Compaction

Energy-Efficient Domain Specific Artificial Intelligence Models and Agents: Pathways and Paradigms ↗

Dynamic 3D CNN Pruning: Joint Frame, Channel, and Feature Adaptation for Energy Efficiency on the Edge ↗

Earlier publications

A machine learning based classifier for topological quantum materials ↗

Tunable Metal-Insulator and Topological Phase Transitions in Piezoelectric Janus Monolayers: Theoretical Simulations with Implications for Reconfigurable Strain-Biased Electronic Devices ↗

Effect of vacancy defects on the electronic and mechanical properties of two-dimensional MoSi₂N₄ ↗

Energy-Efficient Domain Specific Artificial Intelligence Models and Agents: Pathways and Paradigms

Dynamic 3D CNN Pruning: Joint Frame, Channel, and Feature Adaptation for Energy Efficiency on the Edge

A machine learning based classifier for topological quantum materials

Tunable Metal-Insulator and Topological Phase Transitions in Piezoelectric Janus Monolayers: Theoretical Simulations with Implications for Reconfigurable Strain-Biased Electronic Devices

Effect of vacancy defects on the electronic and mechanical properties of two-dimensional MoSi₂N₄