Pranjal Naman - RankMe

14 papers A 1Journal 6Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	OptimES: Optimizing federated learning using remote embeddings for graph neural networks. J. Parallel Distributed Comput. Pranjal Naman, Yogesh Simmhan
2026	J	`jnl`	RIPPLE++: An Incremental Framework for Efficient GNN Inference on Evolving Graphs. CoRR Pranjal Naman, Parv Agarwal, Hrishikesh Haritas, Yogesh Simmhan
2026	J	`jnl`	Scaling Real-Time Traffic Analytics on Edge-Cloud Fabrics for City-Scale Camera Networks. CoRR Akash Sharma, Pranjal Naman, Roopkatha Banerjee, Priyanshu Pansari, Sankalp Gawali, Mayank Arya, Sharath Chandra, Arun Josephraj, Rakshit Ramesh, Punit Rathore, Anirban Chakraborty, Raghu Krishnapuram, Vijay Kovvali, Yogesh Simmhan
2025	—	`conf`	A GPU is All You Need: Rethinking Distributed and Out-of-Core GNN Training. HiPCW Pranjal Naman, Yogesh Simmhan
2025	J	`jnl`	OptimES: Optimizing Federated Learning Using Remote Embeddings for Graph Neural Networks. CoRR Pranjal Naman, Yogesh Simmhan
2025	J	`jnl`	Optimizing Federated Learning using Remote Embeddings for Graph Neural Networks. CoRR Pranjal Naman, Yogesh Simmhan
2025	A	`conf`	Ripple: Scalable Incremental GNN Inferencing on Large Streaming Graphs. ICDCS Pranjal Naman, Yogesh Simmhan
2025	J	`jnl`	Ripple: Scalable Incremental GNN Inferencing on Large Streaming Graphs. CoRR Pranjal Naman, Yogesh Simmhan
2025	—	`conf`	Towards Scalable Mining of Temporal Graph Motifs over Large-Scale Transaction Networks. HiPCW Hrishikesh Haritas, Abhinav Rawat, Pranjal Naman, Ganesh Jambhrunkar, Amit Khandelwal, Saurav Singla, Yogesh Simmhan
2024	—	`conf`	Optimizing Federated Learning Using Remote Embeddings for Graph Neural Networks. Euro-Par (2) Pranjal Naman, Yogesh Simmhan
2024	—	`conf`	Performance Trade-offs in GNN Inference: An Early Study on Hardware and Sampling Configurations. HIPCW Pranjal Naman, Yogesh Simmhan
2024	—	`conf`	Topology-Aware Aggregation for Federated Graph Learning. Euro-Par Workshops (2) Pranjal Naman, Yogesh Simmhan
2023	—	`conf`	Performance Modelling of Graph Neural Networks. CCGridW Pranjal Naman, Yogesh Simmhan
2023	—	`conf`	To Think Like a Vertex (or Not) for Distributed Training of Graph Neural Networks. CCGridW Varad Kulkarni, Akarsh Chaturvedi, Pranjal Naman, Yogesh Simmhan