GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism
Sandeep Polisetty, Juelin Liu, Kobi Falus, Yi Ren Fung, Seung-Hwan Lim, Hui Guan, Marco Serafini
Published in Under submission, 2024
Publications
Graphmini: Accelerating graph pattern matching using auxiliary graphs
Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini
Published in International Conference on Parallel Architectures and Compilation Techniques (PACT), 2023
Infosurgeon: Cross-media fine-grained information consistency checking for fake news detection
Yi Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen McKeown, Mohit Bansal, Avirup Sil
Published in International Conference on Parallel Architectures and Compilation Techniques (PACT), 2023
Accelerating Graph Sampling for Graph Machine Learning using GPUs
Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini
Published in Eurosys, 2021