Saurav Singla

According to our database, Saurav Singla authored at least 8 papers in 2025.

Collaborative distances:

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

2025

Anomaly Detection in Human Language via Meta-Learning: A Few-Shot Approach.

Saurav Singla, Aarav Singla, Advik Gupta, Parnika Gupta

CoRR, July, 2025

G-TED SAM: Node Classification via Graph Transformer to Simple Attention Model Distillation.

Aditya Mathur, Nikhil Gumasthi, Kapil Sangani, Shriram Ankitha, Mohit Agrawal, Satyaprasad Rao, Medabalimi Ravi Kumar, Saurav Singla

Proceedings of the Advances in Computational Intelligence, 2025

Empowering Scalable Fraud Detection Using Graph Neural Networks and Incremental Learning.

Medabalimi Ravi Kumar, Nikhil Gumasthi, Kapil Sangani, Saurav Singla, Satyaprasad Rao

Proceedings of the Advances in Computational Intelligence, 2025

MuleTrack: A Lightweight Temporal Learning Framework for Money Mule Detection in Digital Payments.

Ganesh Jambhrunkar, Harsh Sharma, Saurav Singla, Thirumalai Kailasam

Proceedings of the Advances in Computational Intelligence, 2025

Towards Scalable Mining of Temporal Graph Motifs over Large-Scale Transaction Networks.

Hrishikesh Haritas, Abhinav Rawat, Pranjal Naman, Ganesh Jambhrunkar, Amit Khandelwal, Saurav Singla, Yogesh Simmhan

Proceedings of the 32nd IEEE International Conference on High Performance Computing, Data and Analytics, HiPC 2025, 2025

Adaptive Fraud Detection Via Meta-Learning with KAN and Ensemble Strategies.

Medabalimi Ravi Kumar, Harshitha Munukoti, Mohammed Hassan Khan, Nikhil Gumasthi, Pushpak Agarwal, Saurav Singla, Satyaprasad Rao

Proceedings of the IEEE International Conference on Big Data, 2025

Reinforcement Learning for UPI Fraud Detection: Actor Critic Optimization Approach.

Raj Jani, Medabalimi Ravi Kumar, Nikhil Gumasthi, Saurav Singla, Thirumalai Kailasam

Proceedings of the Artificial Intelligence Applications and Innovations, 2025

Imbalanced Graph Learning via Graph Attention Network and Variational Autoencoder.

Amit Binjola, Nikhil Gumasthi, Shriram Ankitha, Kapil Sangani, Medabalimi Ravi Kumar, Saurav Singla, Satyaprasad Rao

Proceedings of the Artificial Intelligence Applications and Innovations, 2025