Novel Representation Learning Technique Using Graphs for Performance Analytics. - Tarek Ramadan; Ankur Lahiry; Tanzima Z. Islam (ICMLA, 2023)

Reimagine Application Performance as a Graph: Novel Graph-Based Method for Performance Anomaly Classification in High-Performance Computing. - Chase Phelps; Ankur Lahiry; Tanzima Z. Islam; Line C. Pouchard (COMPSAC, 2024)

WANDER: An Explainable Decision-Support Framework for HPC. - Ankur Lahiry; Banooqa H. Banday; Tanzima Z. Islam (CoRR, 2025)

Scalable GPU Performance Variability Analysis framework. - Ankur Lahiry; Ayush Pokharel; Seth Ockerman; Amal Gueroudji; Line Pouchard; Tanzima Z. Islam (CoRR, 2025)