Generating Explanations for Cellular Neural Networks. - Akshit Sinha; Sreeram Vennam; Charu Sharma; Ponnurangam Kumaraguru (CoRR, 2024)

A Cognac shot to forget bad memories: Corrective Unlearning in GNNs. - Varshita Kolipaka; Akshit Sinha; Debangan Mishra; Sumit Kumar; Arvindh Arun; Shashwat Goel; Ponnurangam Kumaraguru (CoRR, 2024)

Higher Order Structures for Graph Explanations. - Akshit Sinha; Sreeram Vennam; Charu Sharma; Ponnurangam Kumaraguru (AAAI, 2025)

Topo Goes Political: TDA-Based Controversy Detection in Imbalanced Reddit Political Data. - Arvindh Arun; Karuna K. Chandra; Akshit Sinha; Balakumar Velayutham; Jashn Arora; Manish Jain; Ponnurangam Kumaraguru (WWW (Companion Volume), 2025)