| 2026 | DATE | Communication-Aware Hybrid Parallelism Mapping for Low-Cost MCM-based DNN Accelerators. | Jicheon Kim, Chunmyung Park, Xuan Truong Nguyen, Hyuk-Jae Lee |
| 2026 | ISCAS | STEAM-SSM: A Streaming-Tiled Efficient Accelerator for Mamba-2 SSM on FPGA. | Sehoon Chon, Xuan Truong Nguyen, Minh Duc Nguyen, Hyuk-Jae Lee |
| 2026 | ICS | IBEX: Internal Bandwidth‑Efficient Compression Architecture for Scalable CXL Memory Expansion. | Younghoon Ko, Hyemin Park, Hyuk-Jae Lee, Hyokeun Lee |
| 2026 | ISLPED | PISA: Parameter-Efficient Image Super-Resolution Acceleration for Multiplierless Architecture. | Kihwan Kim, Xuan Truong Nguyen, Hyuk-Jae Lee |
| 2025 | AAAI | MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula. | Sieun Hyeon, Kyudan Jung, Jaehee Won, Nam-Joon Kim, Hyun Gon Ryu, Hyuk-Jae Lee, Jaeyoung Do |
| 2025 | DAC | Hybrid Embedding Framework for Memory-Efficient Recommendation Systems. | Seung Jin Yang, Hyuk-Jae Lee, Chae-Eun Rhee |
| 2025 | DATE | 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 |
| 2025 | DATE | 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 |
| 2025 | ICASSP | TeXBLEU: Automatic Metric for Evaluate LaTeX Format. | Kyudan Jung, Nam-Joon Kim, Hyun Gon Ryu, Sieun Hyeon, Seung Jun Lee, Hyuk-Jae Lee |
| 2025 | ISCAS | Live Demonstration: DVS-CIS Sensor Fusion System for Real-Time DNN-Based Object Detection. | Mincheol Cha, Keehyuk Lee, Bobaro Chang, Soosung Kim, Taeho Lee, Xuan Truong Nguyen, Tae Sung Kim, Hyuk-Jae Lee, Hyunsurk Ryu |
| 2025 | ISCAS | An Energy-Efficient Daily Surveillance System with DVS-CIS Sensor Fusion and Event-based NPU Triggering. | 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 | ISCAS | Input-adaptive Mixed-Precision Framework for Efficient Object Detection. | Isaac Jeong, Ji-Ye Jeon, Kihwan Kim, Dongsuk Jeon, Hyuk-Jae Lee |
| 2025 | ISCAS | LogSimViT: Logarithmic Similar Pattern Skipping for Hardware Acceleration of ViT. | Isaac Jeong, Kihwan Kim, Seongho Jeong, Dongsuk Jeon, Hyuk-Jae Lee |
| 2025 | ISCAS | Cost-Effective Reconfigurable MCM with Common-Value Elimination and Alignment. | Kihwan Kim, Xuan Truong Nguyen, Dongsuk Jeon, Hyuk-Jae Lee |
| 2025 | ISCAS | 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 |
| 2024 | ASPLOS | 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, 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 | DAC | MoNDE: Mixture of Near-Data Experts for Large-Scale Sparse Models. | Taehyun Kim, Kwanseok Choi, Youngmock Cho, Jaehoon Cho, Hyuk-Jae Lee, Jaewoong Sim |
| 2024 | ISCAS | A Scalable Multi-Chip YOLO Accelerator With a Lightweight Inter-Chip Adapter. | Jicheon Kim, Chunmyung Park, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee |
| 2024 | ISCAS | Accelerating Large-Scale DLRM Inference through Dynamic Hot Data Rearrangement. | Taehyung Park, Seungjin Yang, Jongmin Seok, Hyuk-Jae Lee, Ju-Hyun Kim, Chae-Eun Rhee |
| 2024 | ISCAS | Tri-Directional Decoder for Edge Discontinuity Classification. | Jiayue Wang, Hyuk-Jae Lee, Hansang Cho, Byungsoo Kang, Hyunmin Jung |
| 2024 | WACV | USDN: A Unified Sample-wise Dynamic Network with Mixed-Precision and Early-Exit. | Ji-Ye Jeon, Xuan Truong Nguyen, Soojung Ryu, Hyuk-Jae Lee |
| 2023 | ICCV | EGformer: Equirectangular Geometry-biased Transformer for 360 Depth Estimation. | Ilwi Yun, Chanyong Shin, Hyunku Lee, Hyuk-Jae Lee, Chae-Eun Rhee |
| 2023 | IJCAI | ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings. | Minseok Seo, Hyuk-Jae Lee, Xuan Truong Nguyen |
| 2023 | ISCAS | Live Demonstration: Layer-wise Configurable CNN Accelerator with High PE Utilization. | Chunmyung Park, Eunjae Hyun, Jicheon Kim, Xuan Truong Nguyen, Hyuk-Jae Lee |
| 2022 | AAAI | Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning. | Ilwi Yun, Hyuk-Jae Lee, Chae-Eun Rhee |
| 2022 | ISCAS | An Energy-Efficient YOLO Accelerator Optimizing Filter Switching Activity. | Kyeongjong Lim, Gyuri Kim, Taehyung Park, Xuan Truong Nguyen, Hyuk-Jae Lee |
| 2022 | ISPASS | PCMCsim: An Accurate Phase-Change Memory Controller Simulator and its Performance Analysis. | Hyokeun Lee, Hyungsuk Kim, Seokbo Shim, Seungyong Lee, Do-sun Hong, Hyuk-Jae Lee, Hyun Kim |
| 2021 | HPCA | GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent. | Heesu Kim, Hanmin Park, Taehyun Kim, Kwanheum Cho, Eojin Lee, Soojung Ryu, Hyuk-Jae Lee, Kiyoung Choi, Jinho Lee |
| 2021 | ICCV | Active Learning for Deep Object Detection via Probabilistic Modeling. | Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee, Clment Farabet, Jos M. lvarez |
| 2021 | ISCAS | DC-AC: Deep Correlation-Based Adaptive Compression of Feature Map Planes in Convolutional Neural Networks. | Seung-Hwan Bae, Hyuk-Jae Lee, Hyun Kim |
| 2021 | ISCAS | Cache Compression with Golomb-Rice Code and Quantization for Convolutional Neural Networks. | Seung-Hwan Bae, Hyuk-Jae Lee, Hyun Kim |
| 2020 | DATE | PCM: Precision-Controlled Memory System for Energy Efficient Deep Neural Network Training. | Boyeal Kim, Sang Hyun Lee, Hyun Kim, Duy Thanh Nguyen, Minh-Son Le, Ik Joon Chang, Dohun Kwon, Jin Hyeok Yoo, Jun Won Choi, Hyuk-Jae Lee |
| 2020 | ISCAS | NRS: Non-Reliability Suppression for False Positives Elimination in YOLOv3. | Ren Wang, Hyuk-Jae Lee, Jin-Sung Kim |
| 2019 | ICCV | Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving. | Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee |
| 2019 | ISCAS | "Live Demonstration" Ambidextrous Virtual Keyboard Design with Finger Gesture Recognition. | Tae-Ho Lee, Hyuk-Jae Lee |
| 2018 | HCI | A New Virtual Keyboard with Finger Gesture Recognition for AR/VR Devices. | Tae-Ho Lee, Hyuk-Jae Lee |
| 2018 | ISCAS | Ray-space360: An extension of ray-space for omnidirectional free viewpoint. | Hyunmin Jung, Hyuk-Jae Lee, Chae-Eun Rhee |
| 2018 | ISCAS | Ambidextrous Virtual Keyboard Design with Finger Gesture Recognition. | Tae-Ho Lee, Hyuk-Jae Lee |
| 2018 | ISCAS | 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 |
| 2018 | ISCAS | An Approximate Memory Architecture for a Reduction of Refresh Power Consumption in Deep Learning Applications. | Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee, Ik Joon Chang |
| 2018 | VCIP | A New Update Strategy for Blocks with Low Correlation in 3-D Recursive Search. | Wontae Kim, Sehun Kim, Jin-Sung Kim, Hyuk-Jae Lee |
| 2017 | ICIP | A semi-global motion estimation of a repetition pattern region for frame interpolation. | Nguyen Van Thang, Hyuk-Jae Lee |
| 2017 | ISCAS | An efficient non-selective adaptive motion compensated frame rate up conversion. | Nguyen Van Thang, Hyuk-Jae Lee |
| 2016 | ISCAS | Fixed-length Golomb-Rice coding by quantization level estimation. | Moonsoo Kim, Sunwoong Kim, Jin-Sung Kim, Hyuk-Jae Lee |
| 2014 | ACSSC | A low-power hybrid video recording system with H.264/AVC and light-weight compression. | Hyun Kim, Chae-Eun Rhee, Hyuk-Jae Lee |
| 2013 | VCIP | Fast merge mode decision for diamond search in High Efficiency Video Coding. | Miok Kim, Hyuk-Jae Lee, Nam Ling |
| 2012 | ISCAS | Rotation-invariant hand posture classification with a convexity defect histogram. | Ju-Hyeon Hong, Eung Sup Kim, Hyuk-Jae Lee |
| 2012 | ISCAS | A practical hardware design for the keypoint detection in the SIFT algorithm with a reduced memory requirement. | Eung Sup Kim, Hyuk-Jae Lee |
| 2011 | ISCAS | Power-aware design with various low-power algorithms for an H.264/AVC encoder. | Hyun Kim, Chae-Eun Rhee, Jin-Sung Kim, Sunwoong Kim, Hyuk-Jae Lee |
| 2009 | ISCAS | An SoC Integrating an H.264 Encoder with an ISP. | Eung Sup Kim, Seongyoon Kim, Gyoung-Hwan Hyun, Jin-Su Jung, Chae-Eun Rhee, Yongseok Jin, Hyuk-Jae Lee |
| 2007 | ISCAS | An Efficient Pipelined Architecture for H.264/AVC Intra Frame Processing. | Genhua Jin, Jin-Su Jung, Hyuk-Jae Lee |
| 2007 | ISCAS | A PDP Sub-field Coding Algorithm for the Reduction of Errors due to Line Load Variation. | Jin-Sung Kim, Hyuk-Jae Lee |
| 2007 | ISCAS | A New Frame Recompression Algorithm Integrated with H.264 Video Compression. | Yongje Lee, Chae-Eun Rhee, Hyuk-Jae Lee |
| 2007 | RTCSA | Cache Organizations for H.264/AVC Motion Compensation. | Ju-Hyun Kim, Gyoung-Hwan Hyun, Hyuk-Jae Lee |
| 2003 | APLAS | Register Allocation Based on a Reference Flow Analysis. | Dae-Hwan Kim, Hyuk-Jae Lee |
| 2003 | SCOPES | Fine-Grain Register Allocation Based on a Global Spill Costs Analysis. | Dae-Hwan Kim, Hyuk-Jae Lee |
| 2002 | CASES | Iterative procedural abstraction for code size reduction. | Dae-Hwan Kim, Hyuk-Jae Lee |
| 1997 | ICPP | Automatic generation of injective modular mappings. | Hyuk-Jae Lee, Jos A. B. Fortes |
| 1997 | ICS | Generalized Cannon's Algorithm for Parallel Matrix Multiplication. | Hyuk-Jae Lee, James P. Robertson, Jos A. B. Fortes |
| 1995 | ICPP | Conditions of Blocked BLAS-like Algorithms for Data Alignment and Communication Minimization. | Hyuk-Jae Lee, Jos A. B. Fortes |