TempOpt - Unsupervised Alarm Relation Learning for Telecommunication Networks. - Sathiyanaryanan Sampath; Pratyush Uppuluri; Thirumaran Ekambaram (CoRR, 2025)

A Unified Causal Reinforcement Learning Framework for Efficient Resource Allocation in Next Generation Networks. - Abhishek Sarkar; Sathiyanarayanan Sampath; Satheesh Kumar Perepu; Georgios P. Koudouridis; Thirumaran Ekambaram (COMSNETS, 2026)