GNNOne: A Unified System Optimizations for GNN Kernels. - Yidong Gong; Pradeep Kumar (HPDC, 2024)

Single-GPU GNN Systems: Traps and Pitfalls. - Yidong Gong; Arnab Kanti Tarafder; Saima Afrin; Pradeep Kumar (CoRR, 2024)

GNNBENCH: Fair and Productive Benchmarking for Single-GPU GNN System. - Yidong Gong; Pradeep Kumar (CoRR, 2024)

Using Half-Precision for GNN Training. - Arnab Kanti Tarafder; Yidong Gong; Pradeep Kumar (CoRR, 2024)

Identifying and Analyzing Pitfalls in GNN Systems. - Yidong Gong; Arnab Kanti Tarafder; Saima Afrin; Pradeep Kumar (USENIX ATC, 2025)