Xuan Truong Nguyen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Fpga Implementation

Super Resolution

Optical Music Recognition

Sampling Algorithm

Top Venues

Publications

Da Hyeon Jung, Min-Wu Jeong, Xuan Truong Nguyen, Chae-Eun Rhee
A Resource-Constrained Spatio-Temporal Super Resolution Model. ISCAS (2024)
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)
Kihwan Kim, Hyuk-Jae Lee, Xuan Truong Nguyen
Reconfigurable One-Adder Multiplication for CNN Acceleration. ICEIC (2024)
Mincheol Cha, Keehyuk Lee, Xuan Truong Nguyen, Hyuk-Jae Lee
A Low-Latency and Scalable Vector Engine with Operation Fusion for Transformers. AICAS (2024)
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)
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) (2024)
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)
Ji-Ye Jeon, Xuan Truong Nguyen, Hyuk-Jae Lee
Mitigation of Over-Confidence in Scale-Adjusted Training for Early-Exit Networks. ICEIC (2024)
Minseok Seo, Seongho Jeong, Hyuk-Jae Lee, Xuan Truong Nguyen
Real Post-Training Quantization Framework for Resource-Optimized Multiplier in LLMs. AICAS (2024)
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)
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 (2023)
Minseok Seo, Hyuk-Jae Lee, Xuan Truong Nguyen
ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings. IJCAI (2023)
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)
Weihan Ng, Xuan Truong Nguyen
Improving Deep-Learning-based Optical Music Recognition for Camera-based Inputs. AICAS (2022)
Tuan Nghia Nguyen, Xuan Truong Nguyen, Kyujoong Lee, Hyuk-Jae Lee
Computation-Skipping Mask Generation for Super-Resolution Networks. ICEIC (2022)
Kyeongjong Lim, Gyuri Kim, Taehyung Park, Xuan Truong Nguyen, Hyuk-Jae Lee
An Energy-Efficient YOLO Accelerator Optimizing Filter Switching Activity. ISCAS (2022)
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)
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) (2020)
Quan-Dung Pham, Xuan Truong Nguyen, Hyuk-Jae Lee, Hyun Kim
An MAE-aware ROI Sampling Model for LiDAR. ISOCC (2020)
Xuan Truong Nguyen, Jiwoong Choi, Hyuk-Jae Lee, Hyun Kim
A Hardware-Friendly Compression Algorithm for Profiling DDR4 Memory Accesses. ICEIC (2019)
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 (2019)
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) (2019)
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) (2018)
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)