Seungwon Lee

Orcid: 0000-0001-7022-7911

Affiliations:
  • Samsung Electronics, Suwon, Korea
  • Seoul National University, Korea (former)


According to our database1, Seungwon Lee authored at least 8 papers between 2021 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
PIM-SHERPA: Software Method for On-device LLM Inference by Resolving PIM Memory Attribute and Layout Inconsistencies.
CoRR, March, 2026

2024
The Breakthrough Memory Solutions for Improved Performance on LLM Inference.
IEEE Micro, 2024

2023
Samsung PIM/PNM for Transfmer Based AI : Energy Efficiency on PIM/PNM Cluster.
Proceedings of the 35th IEEE Hot Chips Symposium, 2023

2022
Aquabolt-XL HBM2-PIM, LPDDR5-PIM With In-Memory Processing, and AXDIMM With Acceleration Buffer.
IEEE Micro, 2022

2021
9.5 A 6K-MAC Feature-Map-Sparsity-Aware Neural Processing Unit in 5nm Flagship Mobile SoC.
Proceedings of the IEEE International Solid-State Circuits Conference, 2021

Hardware Architecture and Software Stack for PIM Based on Commercial DRAM Technology : Industrial Product.
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC.
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Aquabolt-XL: Samsung HBM2-PIM with in-memory processing for ML accelerators and beyond.
Proceedings of the IEEE Hot Chips 33 Symposium, 2021


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