Seungkwan Kang

According to our database, Seungkwan Kang authored at least 8 papers between 2021 and 2026.

Collaborative distances:

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

2026

AutoGNN: End-to-End Hardware-Driven Graph Preprocessing for Enhanced GNN Performance.

Seungkwan Kang, Seungjun Lee, Donghyun Gouk, Miryeong Kwon, Hyunkyu Choi, Junhyeok Jang, Sangwon Lee, Huiwon Choi, Jie Zhang, Wonil Choi, Mahmut Taylan Kandemir, Myoungsoo Jung

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

2025

From Block to Byte: Transforming PCIe SSDs with CXL Memory Protocol and Instruction Annotation.

Miryeong Kwon, Donghyun Gouk, Junhyeok Jang, Jinwoo Baek, Hyunwoo You, Sangyoon Ji, Hongjoo Jung, Junseok Moon, Seungkwan Kang, Seungjun Lee, Myoungsoo Jung

CoRR, June, 2025

From Block to Byte: Transforming PCIe Solid-State Devices With Compute Express Link Memory Protocol and Instruction Annotation.

Miryeong Kwon, Donghyun Gouk, Junhyeok Jang, Jinwoo Baek, Hyunwoo You, Sangyoon Ji, Hongjoo Jung, Junseok Moon, Seungkwan Kang, Seungjun Lee, Myoungsoo Jung

IEEE Micro, 2025

CXL-GPU: Pushing GPU Memory Boundaries with the Integration of CXL Technologies.

Donghyun Gouk, Seungkwan Kang, Seungjun Lee, Jiseon Kim, Kyungkuk Nam, Eojin Ryu, Sangwon Lee, Dongpyung Kim, Junhyeok Jang, Hanyeoreum Bae, Myoungsoo Jung

IEEE Micro, 2025

Bridging Natural Resilience and Cost-Effectiveness in SSDs for Containerized ML Applications.

Seungkwan Kang, Miryeong Kwon, Seungjun Lee, Huiwon Choi, Myoungsoo Jung

Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems, 2025

2024

Breaking Barriers: Expanding GPU Memory with Sub-Two Digit Nanosecond Latency CXL Controller.

Donghyun Gouk, Seungkwan Kang, Hanyeoreum Bae, Eojin Ryu, Sangwon Lee, Dongpyung Kim, Junhyeok Jang, Myoungsoo Jung

Proceedings of the 16th ACM Workshop on Hot Topics in Storage and File Systems, 2024

2022

PreGNN: Hardware Acceleration to Take Preprocessing Off the Critical Path in Graph Neural Networks.

Donghyun Gouk, Seungkwan Kang, Miryeong Kwon, Junhyeok Jang, Hyunkyu Choi, Sangwon Lee, Myoungsoo Jung

IEEE Comput. Archit. Lett., 2022

2021

BoomGate: Deadlock Avoidance in Non-Minimal Routing for High-Radix Networks.

Gyuyoung Kwauk, Seungkwan Kang, Hans Kasan, Hyojun Son, John Kim

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