Junkyum Kim

According to our database, Junkyum Kim authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

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.

Yanggon 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, Yanggon Kim, Lee-Sup Kim

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