Publications

Published

• T3former: Temporal Graph Classification with Topological Machine Learning - AAAI 2026
• Cyber Attack Detection in Electric Vehicle Charging Stations Using Topological Data Aided Learning - IEEE PES General Meeting 2025
• SCNode: Spatial and Contextual Coordinates for Graph Representation Learning - TMLR 2025
• Cyber Attack Detection in Distribution Networks with Topological Data Analytics aided Learning-IEEE Kansas Power and Energy Conference (KPEC) 2024
• OcuViT: A Vision Transformer-Based Approach for Automated Diabetic Retinopathy and AMD Classification-Journal of Imaging Informatics in Medicine 2025
• Impact of horizontal grid resolutions for thunderstorms simulation over Bangladesh using WRF-ARW model-2021 DU journal of science
• Track and Landfall Characteristics of Very Severe Cyclonic Storm Fani over the Bay of Bengal using WRF Model-2021 DU journal of science
• Estimating Option Prices with Discrete Dividend Payment Using Finite Difference Method and Monte Carlo Simulation: A Comparative Study-2022 Journal of Applied Mathematics and Computation

Under Review

• TopoFormer: Topology Meets Attention for Graph Learning - under review at ICLR 2026
• Temporal Graph Transformers for PMU-Based Cyberattack Detection in Power Grids. - IEEE PES General Meeting 2026
• PowerBench: Benchmark Datasets for Robust Power Grid Monitoring and Security - under review at IEEE Transactions on Smart Grid
• Mp-Grid: Detecting power grid outage with Topological Machine Learning - under review at Applied Energy
• Topology Informed Transformer for Cyber Attack Detection in Grid-Connected PV Systems - under review at IEEE Transactions on Sustainable Energy
• GraphTCL: Dual-View Topology-Aware Contrastive Learning for Graph Classification. - under review at PAKDD 2026