Karthikeyan Premkumar

According to our database, Karthikeyan Premkumar authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Cross-Domain Query Translation for Network Troubleshooting: A Multi-Agent LLM Framework with Privacy Preservation and Self-Reflection.

Nguyen Phuc Tran, Brigitte Jaumard, Karthikeyan Premkumar, Salman Memon

CoRR, April, 2026

LLM-Augmented Knowledge Base Construction for Root Cause Analysis.

Nguyen Phuc Tran, Brigitte Jaumard, Oscar Delgado, Tristan Glatard, Karthikeyan Premkumar, Kun Ni

IEEE Access, 2026

2025

Time to Retrain? Detecting Concept Drifts in Machine Learning Systems.

Tri Minh Triet Pham, Karthikeyan Premkumar, Mohamed Naili, Jinqiu Yang

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2025

Cross-Domain Intent Decomposition - Interpretable Machine Reasoning.

Hong Phuc Nguyen, Karthikeyan Premkumar

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2025