Junkyum Kim

According to our database, Junkyum Kim authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

VectorLiteRAG: Latency-Aware and Fine-Grained Resource Partitioning for Efficient RAG.

Junkyum Kim, Divya Mahajan

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

2025

FlashVault: Versatile In-NAND Self-Encryption with Zero Area Overhead.

Seock-Hwan Noh, Hoyeon Lee, Junkyum Kim, Junsu Im, Jay H. Park, Sungjin Lee, Sam H. Noh, Yeseong Kim, Jaeha Kung

CoRR, August, 2025

Characterizing Compute-Communication Overlap in GPU-Accelerated Distributed Deep Learning: Performance and Power Implications.

Seonho Lee, Jihwan Oh, Junkyum Kim, Seokjin Go, Jongse Park, Divya Mahajan

CoRR, July, 2025

An Adaptive Vector Index Partitioning Scheme for Low-Latency RAG Pipeline.

Junkyum Kim, Divya Mahajan

CoRR, April, 2025

2024

Accelerating Deep Reinforcement Learning via Phase-Level Parallelism for Robotics Applications.

Yang-Gon Kim, Yunki Han, Jaekang Shin, Junkyum Kim, Lee-Sup Kim

IEEE Comput. Archit. Lett., 2024

2023

MGen: A Framework for Energy-Efficient In-ReRAM Acceleration of Multi-Task BERT.

Myeonggu Kang, Hyein Shin, Junkyum Kim, Lee-Sup Kim

IEEE Trans. Computers, November, 2023

OptimStore: In-Storage Optimization of Large Scale DNNs with On-Die Processing.

Junkyum Kim, Myeonggu Kang, Yunki Han, Yang-gon Kim, Lee-Sup Kim

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023