Md Joshem Uddin

Topological Machine Learning · Graph Learning · Power Systems

Publications

Selected Publications

Peer-reviewed work in topological machine learning, graph learning, temporal networks, power systems, and medical imaging.

For the most current citation information and complete publication list, see my Google Scholar profile.

2026

  1. TopoFormer: Topology Meets Attention for Graph LearningM. J. Uddin, A. Tola, C. Akcora, and B. CoskunuzerInternational Conference on Learning Representations (ICLR), 2026
  2. T3former: Temporal Graph Classification with Topological Machine LearningM. J. Uddin, S. Changani, and B. CoskunuzerAAAI Conference on Artificial Intelligence, 2026
  3. MP-Grid: Detecting Power Grid Outages with Topological Machine LearningM. J. Uddin et al.Applied Energy, 2026

2025

  1. SCNode: Spatial and Contextual Coordinates for Graph Representation LearningM. J. Uddin, A. Tola, V. Sikand, C. Akcora, and B. CoskunuzerTransactions on Machine Learning Research, 2025
  2. Topology Informed Transformer for Cyber Attack Detection in Grid-Connected PV SystemsM. J. Uddin et al.IEEE Transactions on Sustainable Energy, 2025
  3. OcuViT: A Vision Transformer-Based Approach for Automated Diabetic Retinopathy and AMD ClassificationF. Ahmed and M. J. UddinJournal of Imaging Informatics in Medicine, 2025