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ORCIDXuan Truong Nguyen
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- affiliation: Seoul National University, South Korea
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2020 – today
- 2024
[j7]Jicheon Kim
, Chunmyung Park, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee:
A Highly-Scalable Deep-Learning Accelerator With a Cost-Effective Chip-to-Chip Adapter and a C2C-Communication-Aware Scheduler. IEEE J. Emerg. Sel. Topics Circuits Syst. 14(3): 455-468 (2024)- [j6]Minsik Kim, Kyoungseok Oh, Youngmock Cho, Hojin Seo, Xuan Truong Nguyen, Hyuk-Jae Lee:
A Low-Latency FPGA Accelerator for YOLOv3-Tiny With Flexible Layerwise Mapping and Dataflow. IEEE Trans. Circuits Syst. I Regul. Pap. 71(3): 1158-1171 (2024) - [c18]Mincheol Cha, Keehyuk Lee, Xuan Truong Nguyen, Hyuk-Jae Lee:
A Low-Latency and Scalable Vector Engine with Operation Fusion for Transformers. AICAS 2024: 307-311 - [c17]Minseok Seo, Seongho Jeong, Hyuk-Jae Lee, Xuan Truong Nguyen:
Real Post-Training Quantization Framework for Resource-Optimized Multiplier in LLMs. AICAS 2024: 497-501 - [c16]Minseok Seo, Xuan Truong Nguyen, Seok Joong Hwang, Yongkee Kwon, Guhyun Kim, Chanwook Park, Ilkon Kim, Jaehan Park, Jeongbin Kim, Woojae Shin, Jongsoon Won, Haerang Choi, Kyuyoung Kim, Daehan Kwon, Chunseok Jeong, Sangheon Lee, Yongseok Choi, Wooseok Byun, Seungcheol Baek, Hyuk-Jae Lee, John Kim:
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. ASPLOS (3) 2024: 545-560 - [c15]Ji-Ye Jeon, Xuan Truong Nguyen, Hyuk-Jae Lee:
Mitigation of Over-Confidence in Scale-Adjusted Training for Early-Exit Networks. ICEIC 2024: 1-4 - [c14]Kihwan Kim, Hyuk-Jae Lee, Xuan Truong Nguyen:
Reconfigurable One-Adder Multiplication for CNN Acceleration. ICEIC 2024: 1-3 - [c13]Da Hyeon Jung, Min-Wu Jeong, Xuan Truong Nguyen, Chae-Eun Rhee:
A Resource-Constrained Spatio-Temporal Super Resolution Model. ISCAS 2024: 1-5 - [c12]Jicheon Kim, Chunmyung Park, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee:
A Scalable Multi-Chip YOLO Accelerator With a Lightweight Inter-Chip Adapter. ISCAS 2024: 1-5 - [c11]Ji-Ye Jeon, Xuan Truong Nguyen, Soojung Ryu, Hyuk-Jae Lee:
USDN: A Unified Sample-wise Dynamic Network with Mixed-Precision and Early-Exit. WACV 2024: 635-643 - 2023
- [j5]Tuan Nghia Nguyen, Xuan Truong Nguyen, Kyujoong Lee, Hyuk-Jae Lee:
Accelerating Super-Resolution Network Inference via Sensitivity-Based Weight Sparsity Allocation. IEEE Access 11: 122962-122973 (2023) - [c10]Xuan Truong Nguyen, Younghoon Ko, Tuan Nghia Nguyen, Hyuk-Jae Lee, Kyujoong Lee:
Eight-bit Quantization for Super-Resolution Networks and Its Hardware Implementation. ICEIC 2023: 1-2 - [c9]Minseok Seo, Hyuk-Jae Lee, Xuan Truong Nguyen:
ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings. IJCAI 2023: 1340-1350 - [c8]Chunmyung Park, Eunjae Hyun, Jicheon Kim, Xuan Truong Nguyen, Hyuk-Jae Lee:
Live Demonstration: Layer-wise Configurable CNN Accelerator with High PE Utilization. ISCAS 2023: 1 - 2022
- [c7]Weihan Ng, Xuan Truong Nguyen:
Improving Deep-Learning-based Optical Music Recognition for Camera-based Inputs. AICAS 2022: 118-121 - [c6]Xuan Truong Nguyen, Tuan Nghia Nguyen, Hyuk-Jae Lee, Kyujoong Lee:
A Real-time Super-resolution Accelerator Using a big. LITTLE Core Architecture. AICAS 2022: 158-161 - [c5]Tuan Nghia Nguyen, Xuan Truong Nguyen, Kyujoong Lee, Hyuk-Jae Lee:
Computation-Skipping Mask Generation for Super-Resolution Networks. ICEIC 2022: 1-3 - [c4]Kyeongjong Lim, Gyuri Kim, Taehyung Park, Xuan Truong Nguyen, Hyuk-Jae Lee:
An Energy-Efficient YOLO Accelerator Optimizing Filter Switching Activity. ISCAS 2022: 2472-2476 - 2020
- [j4]Xuan Truong Nguyen, Hyun Kim, Hyuk-Jae Lee:
An Efficient Sampling Algorithm With a K-NN Expanding Operator for Depth Data Acquisition in a LiDAR System. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4700-4714 (2020) - [c3]Quan-Dung Pham, Xuan Truong Nguyen, Hyuk-Jae Lee, Hyun Kim:
An MAE-aware ROI Sampling Model for LiDAR. ISOCC 2020: 276-277
2010 – 2019
- 2019
- [j3]Xuan Truong Nguyen, Khac-Thai Nguyen, Hyuk-Jae Lee, Hyun Kim:
ROI-Based LiDAR Sampling Algorithm in on-Road Environment for Autonomous Driving. IEEE Access 7: 90243-90253 (2019) - [j2]Dinh Van Luan, Xuan Truong Nguyen, Hyuk-Jae Lee:
A Novel FPGA Implementation of a Time-to-Digital Converter Supporting Run-Time Estimation and Compensation. ACM Trans. Reconfigurable Technol. Syst. 12(2): 10:1-10:21 (2019) - [c2]Xuan Truong Nguyen, Jiwoong Choi, Hyuk-Jae Lee, Hyun Kim:
A Hardware-Friendly Compression Algorithm for Profiling DDR4 Memory Accesses. ICEIC 2019: 1-2 - 2018
- [j1]Xuan Truong Nguyen, Hyuk-Jae Lee, Hyun Kim:
A Low-Cost Hardware Design of a 1-D SPIHT Algorithm for Video Display Systems. IEEE Trans. Consumer Electron. 64(1): 44-52 (2018) - [c1]Dinh Van Luan, Xuan Truong Nguyen, Hyuk-Jae Lee:
A New FPGA Implementation of a Time-to-Digital Converter Supporting Run-Time Estimation of Operating Condition Variation. ISCAS 2018: 1-4
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