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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
Eight-bit Quantization for Super-Resolution Networks and Its Hardware Implementation
Xuan Truong Nguyen
,
Younghoon Ko
,
Tuan Nghia Nguyen
,
Hyuk-Jae Lee
,
Kyujoong Lee
Published: 01 Jan 2023, Last Modified: 18 Nov 2023
ICEIC 2023
Readers:
Everyone
Live Demonstration: Layer-wise Configurable CNN Accelerator with High PE Utilization
Chunmyung Park
,
Eunjae Hyun
,
Jicheon Kim
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
Published: 01 Jan 2023, Last Modified: 18 Nov 2023
ISCAS 2023
Readers:
Everyone
ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings
Minseok Seo
,
Hyuk-Jae Lee
,
Xuan Truong Nguyen
Published: 01 Jan 2023, Last Modified: 18 Nov 2023
IJCAI 2023
Readers:
Everyone
A Real-time Super-resolution Accelerator Using a big. LITTLE Core Architecture
Xuan Truong Nguyen
,
Tuan Nghia Nguyen
,
Hyuk-Jae Lee
,
Kyujoong Lee
Published: 01 Jan 2022, Last Modified: 18 Nov 2023
AICAS 2022
Readers:
Everyone
Computation-Skipping Mask Generation for Super-Resolution Networks
Tuan Nghia Nguyen
,
Xuan Truong Nguyen
,
Kyujoong Lee
,
Hyuk-Jae Lee
Published: 01 Jan 2022, Last Modified: 18 Nov 2023
ICEIC 2022
Readers:
Everyone
An Energy-Efficient YOLO Accelerator Optimizing Filter Switching Activity
Kyeongjong Lim
,
Gyuri Kim
,
Taehyung Park
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
Published: 01 Jan 2022, Last Modified: 18 Nov 2023
ISCAS 2022
Readers:
Everyone
An Efficient Sampling Algorithm With a K-NN Expanding Operator for Depth Data Acquisition in a LiDAR System
Xuan Truong Nguyen
,
Hyun Kim
,
Hyuk-Jae Lee
2020 (modified: 07 Nov 2025)
IEEE Trans. Circuits Syst. Video Technol. 2020
Readers:
Everyone
An MAE-aware ROI Sampling Model for LiDAR
Quan-Dung Pham
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
,
Hyun Kim
2020 (modified: 07 Nov 2025)
ISOCC 2020
Readers:
Everyone
ROI-Based LiDAR Sampling Algorithm in on-Road Environment for Autonomous Driving
Xuan Truong Nguyen
,
Khac-Thai Nguyen
,
Hyuk-Jae Lee
,
Hyun Kim
2019 (modified: 07 Nov 2025)
IEEE Access 2019
Readers:
Everyone
A Hardware-Friendly Compression Algorithm for Profiling DDR4 Memory Accesses
Xuan Truong Nguyen
,
Jiwoong Choi
,
Hyuk-Jae Lee
,
Hyun Kim
2019 (modified: 07 Nov 2025)
ICEIC 2019
Readers:
Everyone
View all 13 publications
Co-Authors
Chunmyung Park
Dinh Van Luan
Eunjae Hyun
Gyuri Kim
Hyuk-Jae Lee
Hyun Kim
Jicheon Kim
Jiwoong Choi
Khac-Thai Nguyen
Kyeongjong Lim
Kyujoong Lee
Minseok Seo
Quan-Dung Pham
Taehyung Park
Tuan Nghia Nguyen
Younghoon Ko