A New FPGA Implementation of a Time-to-Digital Converter Supporting Run-Time Estimation of Operating Condition Variation. - Dinh Van Luan; Xuan Truong Nguyen; Hyuk-Jae Lee (ISCAS, 2018)

A Low-Cost Hardware Design of a 1-D SPIHT Algorithm for Video Display Systems. - Xuan Truong Nguyen; Hyuk-Jae Lee; Hyun Kim 001 (IEEE Trans. Consumer Electron., 2018)

A Hardware-Friendly Compression Algorithm for Profiling DDR4 Memory Accesses. - Xuan Truong Nguyen; Jiwoong Choi; Hyuk-Jae Lee; Hyun Kim 001 (ICEIC, 2019)

ROI-Based LiDAR Sampling Algorithm in on-Road Environment for Autonomous Driving. - Xuan Truong Nguyen; Khac-Thai Nguyen; Hyuk-Jae Lee; Hyun Kim 001 (IEEE Access, 2019)

A Novel FPGA Implementation of a Time-to-Digital Converter Supporting Run-Time Estimation and Compensation. - Dinh Van Luan; Xuan Truong Nguyen; Hyuk-Jae Lee (ACM Trans. Reconfigurable Technol. Syst., 2019)

An MAE-aware ROI Sampling Model for LiDAR. - Quan-Dung Pham; Xuan Truong Nguyen; Hyuk-Jae Lee; Hyun Kim 001 (ISOCC, 2020)

An Efficient Sampling Algorithm With a K-NN Expanding Operator for Depth Data Acquisition in a LiDAR System. - Xuan Truong Nguyen; Hyun Kim 001; Hyuk-Jae Lee (IEEE Trans. Circuits Syst. Video Technol., 2020)

Improving Deep-Learning-based Optical Music Recognition for Camera-based Inputs. - Weihan Ng; Xuan Truong Nguyen (AICAS, 2022)

A Real-time Super-resolution Accelerator Using a big. LITTLE Core Architecture. - Xuan Truong Nguyen; Tuan Nghia Nguyen 002; Hyuk-Jae Lee; Kyujoong Lee (AICAS, 2022)

Computation-Skipping Mask Generation for Super-Resolution Networks. - Tuan Nghia Nguyen 002; Xuan Truong Nguyen; Kyujoong Lee; Hyuk-Jae Lee (ICEIC, 2022)

An Energy-Efficient YOLO Accelerator Optimizing Filter Switching Activity. - Kyeongjong Lim; Gyuri Kim; Taehyung Park; Xuan Truong Nguyen; Hyuk-Jae Lee (ISCAS, 2022)

Eight-bit Quantization for Super-Resolution Networks and Its Hardware Implementation. - Xuan Truong Nguyen; Younghoon Ko; Tuan Nghia Nguyen 002; Hyuk-Jae Lee; Kyujoong Lee (ICEIC, 2023)

ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings. - Minseok Seo; Hyuk-Jae Lee; Xuan Truong Nguyen (IJCAI, 2023)

Live Demonstration: Layer-wise Configurable CNN Accelerator with High PE Utilization. - Chunmyung Park; Eunjae Hyun; Jicheon Kim; Xuan Truong Nguyen; Hyuk-Jae Lee (ISCAS, 2023)

Accelerating Super-Resolution Network Inference via Sensitivity-Based Weight Sparsity Allocation. - Tuan Nghia Nguyen 002; Xuan Truong Nguyen; Kyujoong Lee; Hyuk-Jae Lee (IEEE Access, 2023)

A Low-Latency and Scalable Vector Engine with Operation Fusion for Transformers. - Mincheol Cha; Keehyuk Lee; Xuan Truong Nguyen; Hyuk-Jae Lee (AICAS, 2024)

Real Post-Training Quantization Framework for Resource-Optimized Multiplier in LLMs. - Minseok Seo; Seongho Jeong; Hyuk-Jae Lee; Xuan Truong Nguyen (AICAS, 2024)

IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. - Minseok Seo; Xuan Truong Nguyen; Seok Joong Hwang; Yongkee Kwon; Guhyun Kim; Chanwook Park; Ilkon Kim; Jaehan Park; Jeongbin Kim 001; Woojae Shin; Jongsoon Won; Haerang Choi; et al. (ASPLOS (3), 2024)

Mitigation of Over-Confidence in Scale-Adjusted Training for Early-Exit Networks. - Ji-Ye Jeon; Xuan Truong Nguyen; Hyuk-Jae Lee (ICEIC, 2024)

Reconfigurable One-Adder Multiplication for CNN Acceleration. - Kihwan Kim; Hyuk-Jae Lee; Xuan Truong Nguyen (ICEIC, 2024)

A Resource-Constrained Spatio-Temporal Super Resolution Model. - Da Hyeon Jung; Min-Wu Jeong; Xuan Truong Nguyen; Chae-Eun Rhee (ISCAS, 2024)

A Scalable Multi-Chip YOLO Accelerator With a Lightweight Inter-Chip Adapter. - Jicheon Kim; Chunmyung Park; Eunjae Hyun; Xuan Truong Nguyen; Hyuk-Jae Lee (ISCAS, 2024)

USDN: A Unified Sample-wise Dynamic Network with Mixed-Precision and Early-Exit. - Ji-Ye Jeon; Xuan Truong Nguyen; Soojung Ryu; Hyuk-Jae Lee (WACV, 2024)

A Low-Latency FPGA Accelerator for YOLOv3-Tiny With Flexible Layerwise Mapping and Dataflow. - Minsik Kim 006; Kyoungseok Oh; Youngmock Cho; Hojin Seo; Xuan Truong Nguyen; Hyuk-Jae Lee (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

A Highly-Scalable Deep-Learning Accelerator With a Cost-Effective Chip-to-Chip Adapter and a C2C-Communication-Aware Scheduler. - Jicheon Kim; Chunmyung Park; Eunjae Hyun; Xuan Truong Nguyen; Hyuk-Jae Lee (IEEE J. Emerg. Sel. Topics Circuits Syst., 2024)

DEAR-PIM: Processing-in-Memory Architecture with Disaggregated Execution of All-bank Requests. - Jungi Hyun; Minseok Seo; Seongho Jeong; Hyuk-Jae Lee; Xuan Truong Nguyen (DATE, 2025)

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)

A Winograd-Convolution-Based Accelerator on FPGA for Real-Time Object Detection with Effective On-Chip Buffer Access Patterns. - Keehyuk Lee; Mincheol Cha; Soosung Kim 003; Xuan Truong Nguyen; Hyuk-Jae Lee (ICCE, 2025)

Effective Activation Scratchpad Management in NPUs for LLMs via Inter- and Intra-Decoder Allocation. - Minseok Seo; Seongho Jeong; Jungi Hyun; Hyuk-Jae Lee; Xuan Truong Nguyen (ICCE, 2025)

Live Demonstration: DVS-CIS Sensor Fusion System for Real-Time DNN-Based Object Detection. - Mincheol Cha; Keehyuk Lee; Bobaro Chang; Soosung Kim 003; Taeho Lee; Xuan Truong Nguyen; Tae Sung Kim; Hyuk-Jae Lee; Hyunsurk Ryu (ISCAS, 2025)

A DVS-CIS Sensor Data Receiver on FPGA with a 10 Gbps MIPI Controller. - Mincheol Cha; Keehyuk Lee; Bobaro Chang; Soosung Kim 003; Tae-Ho Lee; Xuan Truong Nguyen; Tae Sung Kim; Hyunsurk Ryu (ISCAS, 2025)

An Energy-Efficient Daily Surveillance System with DVS-CIS Sensor Fusion and Event-based NPU Triggering. - Mincheol Cha; Keehyuk Lee; Bobaro Chang; Soosung Kim 003; Daniel Moon; Tae-Ho Lee; Tae Sung Kim; Hyuk-Jae Lee; Hyunsurk Ryu; Xuan Truong Nguyen (ISCAS, 2025)

Cost-Effective Reconfigurable MCM with Common-Value Elimination and Alignment. - Kihwan Kim; Xuan Truong Nguyen; Dongsuk Jeon; Hyuk-Jae Lee (ISCAS, 2025)

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)

Mixed INT4-INT8 LLM Quantization via Progressive Layerwise Assignment with Dynamic Sensitivity Estimation. - Jihoon Kim; Minseok Seo; Xuan Truong Nguyen (ISCAS, 2025)

ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution. - Manh Duong Nguyen; Tuan Nghia Nguyen 002; Xuan Truong Nguyen (WACV, 2025)

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)

FACET: On-the-Fly Activation Compression for Efficient Transformer Training. - Seungyong Lee 003; Geonu Yun; Xuan Truong Nguyen; Hyuk-Jae Lee (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)