- Oct. 2026
Topology-Informed Transformers for Graph Learning
Invited talk, AMS Sectional Meeting, George Washington University, Washington, DC.
- Jan. 2026
T3former: Temporal Graph Classification with Topological Machine Learning
AAAI Conference on Artificial Intelligence, Singapore Expo, Singapore.
- Oct. 2025
Topological Transformers for Graph Representation Learning
Invited talk, AMS Southeastern Sectional Meeting, Tulane University.
- Oct. 2025
MP-Grid: Detecting Power Grid Outages with Topological Machine Learning
Invited talk, AMS Southeastern Sectional Meeting, Tulane University.
- Oct. 2024
WISE-GNN: Enhancing GNNs with Wise Embedding and Topological Encoding
Invited talk, SIAM Conference on Geometric and Topological Approaches in Data Science and Machine Learning, Baylor University.
- 2023–2024
ATD/AMPS Joint PI Workshop Posters
Poster presentations at George Mason University and in Washington, DC.
Talks and Presentations
Invited Talks, Conferences, and Posters
Selected presentations on topological machine learning, graph representation learning, temporal networks, and power-grid applications.