Sungmin Yun

Orcid: 0000-0002-5682-2535

Affiliations:

Seoul National University, Korea

According to our database¹, Sungmin Yun authored at least 9 papers between 2021 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

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Bibliography

2025

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

[BibT_eX]

[DOI]

CoRR, July, 2025

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

[BibT_eX]

[DOI]

Kwanhee Kyung

Sungmin Yun

Jung Ho Ahn

IEEE Comput. Archit. Lett., 2025

Cosmos: A CXL-Based Full In-Memory System for Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2025

Anaheim: Architecture and Algorithms for Processing Fully Homomorphic Encryption in Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

2024

GraNDe: Efficient Near-Data Processing Architecture for Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Computers, October, 2024

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2022

GraNDe: Near-Data Processing Architecture With Adaptive Matrix Mapping for Graph Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2022

2021

TRiM: Enhancing Processor-Memory Interfaces with Scalable Tensor Reduction in Memory.

[BibT_eX]

[DOI]

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

Sungmin Yun

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