Seongwook Kim

According to our database, Seongwook Kim authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

Lupin: Spatial Resource Stealing with Outlier-First Encoding for Mixed-Precision LLM Acceleration.

Taein Kim, Sukhyun Han, Seongwook Kim, Gwangeun Byeon, Jungmin Lee, Seokin Hong

Proceedings of the Design, Automation & Test in Europe Conference, 2026

Scrooge: Accelerating Attention Inference in LLMs via Early Termination Mechanism.

Gwangeun Byeon, Seongwook Kim, Taein Kim, Jungmin Lee, Seokin Hong

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

Don't Cache, Speculate!: Speculative Address Translation for Flash-Based Storage Systems.

Hyungjin Kim, Seongwook Kim, Junhyeok Park, Gwangeun Byeon, Seokin Hong

IEEE Access, 2025

Leveraging Mobile Processors for ISAR Image Generation and Classification in Radar Platforms.

Seongwook Kim, Sukhyun Han, Woojin Cho, Youngjae Choi, Seungeui Lee, Youngseok Bae, Seokin Hong

IEEE Access, 2025

Avalanche: Optimizing Cache Utilization via Matrix Reordering for Sparse Matrix Multiplication Accelerator.

Gwangeun Byeon, Seongwook Kim, Hyungjin Kim, Sukhyun Han, Jinkwon Kim, Prashant J. Nair, Taewook Kang, Seokin Hong

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

Accelerating Deep Neural Networks with a Low-Cost Lossless Compression.

Seongwook Kim, Gwangeun Byeon, Seungeui Lee, Youngseok Bae, Seokin Hong

Proceedings of the International Conference on Electronics, Information, and Communication, 2025

Zebra: Leveraging Diagonal Attention Pattern for Vision Transformer Accelerator.

Sukhyun Han, Seongwook Kim, Gwangeun Byeon, Jihun Yoon, Seokin Hong

Proceedings of the Design, Automation & Test in Europe Conference, 2025

LibraPIM: Dynamic Load Rebalancing to Maximize Utilization in PIM-Assisted LLM Inference Systems.

Hyeongjun Cho, Yoonho Jang, Hyungi Kim, Seongwook Kim, Keewon Kwon, Gwangsun Kim, Seokin Hong

Proceedings of the 34th International Conference on Parallel Architectures and Compilation Techniques, 2025

2024

A Case for Speculative Address Translation with Rapid Validation for GPUs.

Junhyeok Park, Osang Kwon, Yongho Lee, Seongwook Kim, Gwangeun Byeon, Jihun Yoon, Prashant J. Nair, Seokin Hong

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

2023

Improving Performance and Energy-efficiency of DNN Accelerators with STT-RAM Buffers.

Gwangeun Byeon, Seongwook Kim, Seokin Hong

Proceedings of the 20th International SoC Design Conference, 2023

Conveyor: Towards Asynchronous Dataflow in Systolic Array to Exploit Unstructured Sparsity.

Seongwook Kim, Gwangeun Byeon, Sihyung Kim, Hyungjin Kim, Seokin Hong

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

SparseFT: Sparsity-aware Fault Tolerance for Reliable CNN Inference on GPUs.

Gwangeun Byeon, Seungtae Lee, Seongwook Kim, Yongjun Kim, Prashant J. Nair, Seokin Hong

Proceedings of the 32nd International Conference on Parallel Architectures and Compilation Techniques, 2023