Xuan Truong Nguyen

41 papers A* 1A 4C 13Journal 11Unranked 12
YearRankTypeTitle / Venue / Authors
2025 C conf
A DVS-CIS Sensor Data Receiver on FPGA with a 10 Gbps MIPI Controller.
ISCAS
Mincheol Cha, Keehyuk Lee, Bobaro Chang, Soosung Kim, Tae-Ho Lee, Xuan Truong Nguyen, Tae Sung Kim, Hyunsurk Ryu
2025 C conf
A Winograd-Convolution-Based Accelerator on FPGA for Real-Time Object Detection with Effective On-Chip Buffer Access Patterns.
ICCE
Keehyuk Lee, Mincheol Cha, Soosung Kim, Xuan Truong Nguyen, Hyuk-Jae Lee
2025 — conf
Activation Swapping for Feed Forward Networks in Batched LLM Inference on NPU.
AICAS
Seongho Jeong, Minseok Seo, Jungi Hyun, Hyuk-Jae Lee, Xuan Truong Nguyen
2025 C conf
An Energy-Efficient Daily Surveillance System with DVS-CIS Sensor Fusion and Event-based NPU Triggering.
ISCAS
Mincheol Cha, Keehyuk Lee, Bobaro Chang, Soosung Kim, Daniel Moon, Tae-Ho Lee, Tae Sung Kim, Hyuk-Jae Lee, Hyunsurk Ryu, Xuan Truong Nguyen
2025 C conf
Cost-Effective Reconfigurable MCM with Common-Value Elimination and Alignment.
ISCAS
Kihwan Kim, Xuan Truong Nguyen, Dongsuk Jeon, Hyuk-Jae Lee
2025 A conf
DEAR-PIM: Processing-in-Memory Architecture with Disaggregated Execution of All-bank Requests.
DATE
Jungi Hyun, Minseok Seo, Seongho Jeong, Hyuk-Jae Lee, Xuan Truong Nguyen
2025 A conf
ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution.
WACV
Manh Duong Nguyen, Tuan Nghia Nguyen, Xuan Truong Nguyen
2025 C conf
Effective Activation Scratchpad Management in NPUs for LLMs via Inter- and Intra-Decoder Allocation.
ICCE
Minseok Seo, Seongho Jeong, Jungi Hyun, Hyuk-Jae Lee, Xuan Truong Nguyen
2025 J jnl
FACET: On-the-Fly Activation Compression for Efficient Transformer Training.
IEEE Trans. Circuits Syst. I Regul. Pap.
Seungyong Lee, Geonu Yun, Xuan Truong Nguyen, Hyuk-Jae Lee
2025 J jnl
FDAM: Filter-Dedicated Approximate Multiplier Design for Real-Time CNN Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Kihwan Kim, Xuan Truong Nguyen, Dongsuk Jeon, Hyuk-Jae Lee
2025 A conf
Leveraging Hot Data in a Multi-Tenant Accelerator for Effective Shared Memory Management.
DATE
Chunmyung Park, Jicheon Kim, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee
2025 C conf
Live Demonstration: A Scalable CNN Accelerator SoC With a Cost-Effective Chip-to-Chip Adapter.
ISCAS
Jicheon Kim, Chunmyung Park, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee
2025 C conf
Live Demonstration: DVS-CIS Sensor Fusion System for Real-Time DNN-Based Object Detection.
ISCAS
Mincheol Cha, Keehyuk Lee, Bobaro Chang, Soosung Kim, Taeho Lee, Xuan Truong Nguyen, Tae Sung Kim, Hyuk-Jae Lee, Hyunsurk Ryu
2025 C conf
Mixed INT4-INT8 LLM Quantization via Progressive Layerwise Assignment with Dynamic Sensitivity Estimation.
ISCAS
Jihoon Kim, Minseok Seo, Xuan Truong Nguyen
2025 J jnl
OASIS: Outlier-Aware KV Cache Clustering for Scaling LLM Inference in CXL Memory Systems.
IEEE Comput. Archit. Lett.
Minseok Seo, Jungi Hyun, Seongho Jeong, Xuan Truong Nguyen, Hyuk-Jae Lee, Hyokeun Lee
2024 J jnl
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.
Jicheon Kim, Chunmyung Park, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee
2024 J jnl
A Low-Latency FPGA Accelerator for YOLOv3-Tiny With Flexible Layerwise Mapping and Dataflow.
IEEE Trans. Circuits Syst. I Regul. Pap.
Minsik Kim, Kyoungseok Oh, Youngmock Cho, Hojin Seo, Xuan Truong Nguyen, Hyuk-Jae Lee
2024 — conf
A Low-Latency and Scalable Vector Engine with Operation Fusion for Transformers.
AICAS
Mincheol Cha, Keehyuk Lee, Xuan Truong Nguyen, Hyuk-Jae Lee
2024 C conf
A Resource-Constrained Spatio-Temporal Super Resolution Model.
ISCAS
Da Hyeon Jung, Min-Wu Jeong, Xuan Truong Nguyen, Chae-Eun Rhee
2024 C conf
A Scalable Multi-Chip YOLO Accelerator With a Lightweight Inter-Chip Adapter.
ISCAS
Jicheon Kim, Chunmyung Park, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee
2024 — conf
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System.
ASPLOS (3)
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
2024 J jnl
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System.
CoRR
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
2024 — conf
Mitigation of Over-Confidence in Scale-Adjusted Training for Early-Exit Networks.
ICEIC
Ji-Ye Jeon, Xuan Truong Nguyen, Hyuk-Jae Lee
2024 — conf
Real Post-Training Quantization Framework for Resource-Optimized Multiplier in LLMs.
AICAS
Minseok Seo, Seongho Jeong, Hyuk-Jae Lee, Xuan Truong Nguyen
2024 — conf
Reconfigurable One-Adder Multiplication for CNN Acceleration.
ICEIC
Kihwan Kim, Hyuk-Jae Lee, Xuan Truong Nguyen
2024 A conf
USDN: A Unified Sample-wise Dynamic Network with Mixed-Precision and Early-Exit.
WACV
Ji-Ye Jeon, Xuan Truong Nguyen, Soojung Ryu, Hyuk-Jae Lee
2023 J jnl
Accelerating Super-Resolution Network Inference via Sensitivity-Based Weight Sparsity Allocation.
IEEE Access
Tuan Nghia Nguyen, Xuan Truong Nguyen, Kyujoong Lee, Hyuk-Jae Lee
2023 — conf
Eight-bit Quantization for Super-Resolution Networks and Its Hardware Implementation.
ICEIC
Xuan Truong Nguyen, Younghoon Ko, Tuan Nghia Nguyen, Hyuk-Jae Lee, Kyujoong Lee
2023 C conf
Live Demonstration: Layer-wise Configurable CNN Accelerator with High PE Utilization.
ISCAS
Chunmyung Park, Eunjae Hyun, Jicheon Kim, Xuan Truong Nguyen, Hyuk-Jae Lee
2023 A* conf
ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings.
IJCAI
Minseok Seo, Hyuk-Jae Lee, Xuan Truong Nguyen
2022 — conf
A Real-time Super-resolution Accelerator Using a big. LITTLE Core Architecture.
AICAS
Xuan Truong Nguyen, Tuan Nghia Nguyen, Hyuk-Jae Lee, Kyujoong Lee
2022 C conf
An Energy-Efficient YOLO Accelerator Optimizing Filter Switching Activity.
ISCAS
Kyeongjong Lim, Gyuri Kim, Taehyung Park, Xuan Truong Nguyen, Hyuk-Jae Lee
2022 — conf
Computation-Skipping Mask Generation for Super-Resolution Networks.
ICEIC
Tuan Nghia Nguyen, Xuan Truong Nguyen, Kyujoong Lee, Hyuk-Jae Lee
2022 — conf
Improving Deep-Learning-based Optical Music Recognition for Camera-based Inputs.
AICAS
Weihan Ng, Xuan Truong Nguyen
2020 J jnl
An Efficient Sampling Algorithm With a K-NN Expanding Operator for Depth Data Acquisition in a LiDAR System.
IEEE Trans. Circuits Syst. Video Technol.
Xuan Truong Nguyen, Hyun Kim, Hyuk-Jae Lee
2020 — conf
An MAE-aware ROI Sampling Model for LiDAR.
ISOCC
Quan-Dung Pham, Xuan Truong Nguyen, Hyuk-Jae Lee, Hyun Kim
2019 — conf
A Hardware-Friendly Compression Algorithm for Profiling DDR4 Memory Accesses.
ICEIC
Xuan Truong Nguyen, Jiwoong Choi, Hyuk-Jae Lee, Hyun Kim
2019 J jnl
A Novel FPGA Implementation of a Time-to-Digital Converter Supporting Run-Time Estimation and Compensation.
ACM Trans. Reconfigurable Technol. Syst.
Dinh Van Luan, Xuan Truong Nguyen, Hyuk-Jae Lee
2019 J jnl
ROI-Based LiDAR Sampling Algorithm in on-Road Environment for Autonomous Driving.
IEEE Access
Xuan Truong Nguyen, Khac-Thai Nguyen, Hyuk-Jae Lee, Hyun Kim
2018 J jnl
A Low-Cost Hardware Design of a 1-D SPIHT Algorithm for Video Display Systems.
IEEE Trans. Consumer Electron.
Xuan Truong Nguyen, Hyuk-Jae Lee, Hyun Kim
2018 C conf
A New FPGA Implementation of a Time-to-Digital Converter Supporting Run-Time Estimation of Operating Condition Variation.
ISCAS
Dinh Van Luan, Xuan Truong Nguyen, Hyuk-Jae Lee