Conference Publications
In situ neighborhood sampling for large-scale GNN training
Yuhang Song, Po Hao Chen, Yuchen Lu, Naima Abrar, Vasiliki Kalavri
Crayfish: Navigating the Labyrinth of Machine Learning Inference in Stream Processing Systems
Sonia Horchidan, Po Hao Chen, Emmanouil Kritharakis, Paris Carbone, Vasiliki Kalavri
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study
Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po Hao Chen, Connor Greenwood, Anqi Guo, Thomas Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin Herbordt
Posters / Presentations
Scaling GNN training to billion-edge graphs on a single machine
Po Hao Chen, Yuchen Lu, Yuhang Song, Naima Abrar, Talia Chen, Melissa Martinez, Vasiliki Kalavri
Towards Cycle-Stealing in HPC Applications: A Two-for-One Deal
Po Hao Chen, Akshaya Bali, Richard West, Martin Herbordt, Anthony Skjellum
Big Memory Servers and Modern Approaches to Disk-Based Computation
Po Hao Chen, Kurt Keville