Yunjae Lee

According to our database, Yunjae Lee authored at least 19 papers between 2019 and 2025.

Collaborative distances:

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

2025

Debunking the CUDA Myth Towards GPU-based AI Systems.

Yunjae Lee, Juntaek Lim, Jehyeon Bang, Eunyeong Cho, Huijong Jeong, Taesu Kim, Hyungjun Kim, Joonhyung Lee, Jinseop Im, Ranggi Hwang, Se Jung Kwon, Dongsoo Lee, Minsoo Rhu

CoRR, January, 2025

Characterization and Analysis of the 3D Gaussian Splatting Rendering Pipeline.

Jiwon Lee, Yunjae Lee, Youngeun Kwon, Minsoo Rhu

IEEE Comput. Archit. Lett., 2025

A Characterization of Generative Recommendation Models: Study of Hierarchical Sequential Transduction Unit.

Taehun Kim, Yunjae Lee, Juntaek Lim, Minsoo Rhu

IEEE Comput. Archit. Lett., 2025

Debunking the CUDA Myth Towards GPU-based AI Systems: Evaluation of the Performance and Programmability of Intel's Gaudi NPU for AI Model Serving.

Yunjae Lee, Juntaek Lim, Jehyeon Bang, Eunyeong Cho, Huijong Jeong, Taesu Kim, Hyungjun Kim, Joonhyung Lee, Jinseop Im, Ranggi Hwang, Se Jung Kwon, Dongsoo Lee, Minsoo Rhu

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

2024

FPGA-Accelerated Data Preprocessing for Personalized Recommendation Systems.

Hyeseong Kim, Yunjae Lee, Minsoo Rhu

IEEE Comput. Archit. Lett., 2024

PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models.

Yunjae Lee, Hyeseong Kim, Minsoo Rhu

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

Context Preserving Encryption by Latent Reconstruction.

Yunjae Lee

Proceedings of the Pattern Recognition and Artificial Intelligence, 2024

2023

APR: adaptive page replacement scheme for scientific applications.

Yunjae Lee, Heon Y. Yeom, Hyuck Han

Clust. Comput., October, 2023

2022

SmartSAGE: training large-scale graph neural networks using in-storage processing architectures.

Yunjae Lee, Jinha Chung, Minsoo Rhu

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021

Understanding the Implication of Non-Volatile Memory for Large-Scale Graph Neural Network Training.

Yunjae Lee, Youngeun Kwon, Minsoo Rhu

IEEE Comput. Archit. Lett., 2021

Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation Training.

Youngeun Kwon, Yunjae Lee, Minsoo Rhu

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Competition-Based Adaptive Caching for Out-of-core Graph Processing.

Kihyeon Myung, Hwajung Kim, Yunjae Lee, Heon Young Yeom

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Lightweight memory tracing for hot data identification.

Yunjae Lee, Yoonhee Kim, Heon Y. Yeom

Clust. Comput., 2020

Memory efficient fork-based checkpointing mechanism for in-memory database systems.

Jiwoong Park, Yunjae Lee, Heon Young Yeom, Yongseok Son

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

An adaptive page replacement scheme for scientific applications.

Yunjae Lee, Heon Y. Yeom, Hyuck Han

Proceedings of the 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020

2019

Profiling Dynamic Data Access Patterns with Bounded Overhead and Accuracy.

Seongjae Park, Yunjae Lee, Yoonhee Kim, Heon Y. Yeom

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Profiling Dynamic Data Access Patterns with Controlled Overhead and Quality.

Seongjae Park, Yunjae Lee, Heon Y. Yeom

Proceedings of the 20th International Middleware Conference Industrial Track, 2019

TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning.

Youngeun Kwon, Yunjae Lee, Minsoo Rhu

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Automating Context-Based Access Pattern Hint Injection for System Performance and Swap Storage Durability.

Seongjae Park, Yunjae Lee, Moonsub Kim, Heon Y. Yeom

Proceedings of the 11th USENIX Workshop on Hot Topics in Storage and File Systems, 2019