Junguk Hong

According to our database, Junguk Hong authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

GriNNder: Breaking the Memory Capacity Wall in Full-Graph GNN Training with Storage Offloading.

Jaeyong Song, Seongyeon Park, Hongsun Jang, Jaewon Jung, Hunseong Lim, Junguk Hong, Jinho Lee

CoRR, May, 2026

LoCaLUT: Harnessing Capacity-Computation Tradeoffs for LUT-Based Inference in DRAM-PIM.

Junguk Hong, Changmin Shin, Sukjin Kim, Si Ung Noh, Taehee Kwon, Seongyeon Park, Hanjun Kim, Youngsok Kim, Jinho Lee

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

FlexiWalker: Extensible GPU Framework for Efficient Dynamic Random Walks with Runtime Adaptation.

Seongyeon Park, Jaeyong Song, Changmin Shin, Sukjin Kim, Junguk Hong, Jinho Lee

Proceedings of the 21st European Conference on Computer Systems, 2026

2025

PathWeaver: A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search.

Sukjin Kim, Seongyeon Park, Si Ung Noh, Junguk Hong, Taehee Kwon, Hunseong Lim, Jinho Lee

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

2024

AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping.

Seongyeon Park, Junguk Hong, Jaeyong Song, Hajin Kim, Youngsok Kim, Jinho Lee

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices.

Si Ung Noh, Junguk Hong, Chaemin Lim, Seongyeon Park, Jeehyun Kim, Hanjun Kim, Youngsok Kim, Jinho Lee

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024