Yeonjae Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Internet Search

Machine Learning

Optical Networks

Top Venues

USENIX Annual Technical Conference

Publications

Osama Khan, Junyeol Yu, Yeonjae Kim, Euiseong Seo
Efficient Adaptive Batching of DNN Inference Services for Improved Latency. ICOIN (2024)
Seungbeom Choi, Sunho Lee, Yeonjae Kim, Jongse Park, Youngjin Kwon, Jaehyuk Huh
Serving Heterogeneous Machine Learning Models on Multi-GPU Servers with Spatio-Temporal Sharing. USENIX Annual Technical Conference (2022)
Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith C. Ranasinghe, Hyoungshick Kim
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks. IEEE Trans. Dependable Secur. Comput. 19 (4) (2022)
Seungbeom Choi, Sunho Lee, Yeonjae Kim, Jongse Park, Youngjin Kwon, Jaehyuk Huh
Multi-model Machine Learning Inference Serving with GPU Spatial Partitioning. CoRR (2021)
Seonjin Na, Sunho Lee, Yeonjae Kim, Jongse Park, Jaehyuk Huh
Common Counters: Compressed Encryption Counters for Secure GPU Memory. HPCA (2021)
Wonik Seo, Sanghoon Cha, Yeonjae Kim, Jaehyuk Huh, Jongse Park
SLO-Aware Inference Scheduler for Heterogeneous Processors in Edge Platforms. ACM Trans. Archit. Code Optim. 18 (4) (2021)
Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa, Kyuyeon Kim, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things. SRDS (2020)
Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa, Kyuyeon Kim, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things. CoRR (2020)
Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith Chinthana Ranasinghe, Hyoungshick Kim
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks. CoRR (2019)
Robert Janzen, Sorina Chirhei, Yeonjae Kim, Michal Aibin
Modulation Assignment in Elastic Optical Networks Using Data Analytics. CCECE (2019)