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Xuan Truong Nguyen
Associate Professor, Department of Next-Generation Semiconductor Convergence and Open Sharing System (COSS), Seoul National University
Joined
April 2022
Names
Xuan Truong Nguyen
(Preferred)
,
Xuan-Truong Nguyen
Emails
****@snu.ac.kr
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Associate Professor
Department of Next-Generation Semiconductor Convergence and Open Sharing System (COSS) ,
Seoul National University
(snu.ac.kr)
2024
–
Present
Assistant Professor
Department of Next-Generation Semiconductor Convergence and Open Sharing System (COSS) ,
Seoul National University
(snu.ac.kr)
2021
–
2024
Postdoc
Department of Electrical and Computer Engineering,
Seoul National University
(snu.ac.kr)
2019
–
2021
PhD student
Department of Electrical and Computer Engineering,
Seoul National University
(snu.ac.kr)
2015
–
2019
MS student
Department of Electrical Engineering and Computer Science,
Seoul National University
(snu.ac.kr)
2012
–
2015
Undergrad student
Department of Electrical Engineering,
Hanoi University of Science and Technology
(hust.edu.vn)
2006
–
2011
Advisors, Relations & Conflicts
Coauthor
Kyujoong Lee
2019
–
2026
Coauthor
Tuan Nghia Nguyen
2018
–
2026
PhD Advisor
Hyuk-Jae Lee
2015
–
2019
Expertise
Efficient inference of deep neural networks
,
Quantization
,
Super Resolution
,
LLM
2022
–
Present
DNN Accelerator
,
FPGA
,
ASIC
2018
–
Present
Adaptive Sampling
,
Compressive Sensing
,
LiDAR
2016
–
2022
Publications
FDAM: Filter-Dedicated Approximate Multiplier Design for Real-Time CNN Acceleration
Kihwan Kim
,
Xuan Truong Nguyen
,
Dongsuk Jeon
,
Hyuk-Jae Lee
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
Readers:
Everyone
FACET: On-the-Fly Activation Compression for Efficient Transformer Training
Seungyong Lee
,
Geonu Yun
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
IEEE Trans. Circuits Syst. I Regul. Pap. 2025
Readers:
Everyone
OASIS: Outlier-Aware KV Cache Clustering for Scaling LLM Inference in CXL Memory Systems
Minseok Seo
,
Jungi Hyun
,
Seongho Jeong
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
,
Hyokeun Lee
IEEE Comput. Archit. Lett. 2025
Readers:
Everyone
Live Demonstration: A Scalable CNN Accelerator SoC With a Cost-Effective Chip-to-Chip Adapter
Jicheon Kim
,
Chunmyung Park
,
Eunjae Hyun
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
ISCAS 2025
Readers:
Everyone
Activation Swapping for Feed Forward Networks in Batched LLM Inference on NPU
Seongho Jeong
,
Minseok Seo
,
Jungi Hyun
,
Hyuk-Jae Lee
,
Xuan Truong Nguyen
AICAS 2025
Readers:
Everyone
Leveraging Hot Data in a Multi-Tenant Accelerator for Effective Shared Memory Management
Chunmyung Park
,
Jicheon Kim
,
Eunjae Hyun
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
DATE 2025
Readers:
Everyone
Mixed INT4-INT8 LLM Quantization via Progressive Layerwise Assignment with Dynamic Sensitivity Estimation
Jihoon Kim
,
Minseok Seo
,
Xuan Truong Nguyen
ISCAS 2025
Readers:
Everyone
View all 53 publications
Co-Authors
Bobaro Chang
Chae-Eun Rhee
Chanwook Park
Chunmyung Park
Chunseok Jeong
Da Hyeon Jung
Daehan Kwon
Daniel Moon
Dinh Van Luan
Dongsuk Jeon
Eunjae Hyun
Geonu Yun
Guhyun Kim
Gyuri Kim
Haerang Choi
Hojin Seo
Hyokeun Lee
Hyuk-Jae Lee
Hyun Kim
Hyunsurk Ryu
Ilkon Kim
Jaehan Park
Jeongbin Kim
Ji-Ye Jeon
Jicheon Kim
View all 63 co-authors