Kwanhee Kyung

According to our database, Kwanhee Kyung authored at least 8 papers between 2023 and 2025.

Collaborative distances:

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

2025

The New LLM Bottleneck: A Systems Perspective on Latent Attention and Mixture-of-Experts.

Sungmin Yun, Seonyong Park, Hwayong Nam, Younjoo Lee, Gunjun Lee, Kwanhee Kyung, Sangpyo Kim, Nam Sung Kim, Jongmin Kim, Hyungyo Kim, Juhwan Cho, Seungmin Baek, Jung Ho Ahn

CoRR, July, 2025

SSD Offloading for LLM Mixture-of-Experts Weights Considered Harmful in Energy Efficiency.

Kwanhee Kyung, Sungmin Yun, Jung Ho Ahn

IEEE Comput. Archit. Lett., 2025

PET: Proactive Demotion for Efficient Tiered Memory Management.

Wanju Doh, Yaebin Moon, Seoyoung Ko, Seunghwan Chung, Kwanhee Kyung, Eojin Lee, Jung Ho Ahn

Proceedings of the Twentieth European Conference on Computer Systems, 2025

2024

Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching.

Sungmin Yun, Kwanhee Kyung, Juhwan Cho, Jaewan Choi, Jongmin Kim, Byeongho Kim, Sukhan Lee, Kyomin Sohn, Jung Ho Ahn

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

CLAY: CXL-based Scalable NDP Architecture Accelerating Embedding Layers.

Sungmin Yun, Hwayong Nam, Kwanhee Kyung, Jaehyun Park, Byeongho Kim, Yongsuk Kwon, Eojin Lee, Jung Ho Ahn

Proceedings of the 38th ACM International Conference on Supercomputing, 2024

Unleashing the Potential of PIM: Accelerating Large Batched Inference of Transformer-Based Generative Models.

Jaewan Choi, Jaehyun Park, Kwanhee Kyung, Nam Sung Kim, Jung Ho Ahn

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

AttAcc! Unleashing the Power of PIM for Batched Transformer-based Generative Model Inference.

Jaehyun Park, Jaewan Choi, Kwanhee Kyung, Michael Jaemin Kim, Yongsuk Kwon, Nam Sung Kim, Jung Ho Ahn

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

ADT: Aggressive Demotion and Promotion for Tiered Memory.

Yaebin Moon, Wanju Doh, Kwanhee Kyung, Eojin Lee, Jung Ho Ahn

IEEE Comput. Archit. Lett., 2023