Sung-Joon Jang

31 papers A* 2C 1Journal 8Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Energy-Efficient Reconfigurable XGBoost Inference Accelerator With Modular Unit Trees via Selective Node Execution and Data Movement. IEEE J. Solid State Circuits Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang
2025	—	`conf`	AG-BiLLM: Activation-Guided Fully Binarized Large Language Models. ICEIC Aeri Kim, Eunchong Lee, Minkyu Lee, Yumi Kim, Sung-Joon Jang
2025	—	`conf`	Designing an Optimized Processing Elements Structure for Depthwise Separable Convolution. ICEIC Eunchong Lee, Yumi Kim, Kyungho Kim, Dongyeob Shin, Sung-Joon Jang
2025	—	`conf`	HaT: Holding Oscillation for Efficient INT8 Quantized CNN Training. ICEIC Chanyung Kim, Dongyeob Shin, Minkyu Lee, Sung-Joon Jang, Sang-Seol Lee
2025	A*	`conf`	High-throughput Point-Cloud Accelerator with Sparsity-aware Hierarchical Neighbor Voxel Search and Skipping. DAC Yun-Chia Yu, Suraj Pn Reddy, Aryan Devrani, Anirudh Srinivasan, Saianudeep Reddy Nayini, Sohyeon Kim, Sung-Joon Jang, Sang-Seol Lee, Mingu Kang
2025	—	`conf`	LiteRT-Optimized INT8 LLM for Raspberry Pi4 Deployment. ICCVW Kihwan Yoon, Hyeon-Cheol Moon, Aeri Kim, SungJei Kim, Sang-Seol Lee, Sung-Joon Jang, Ganzorig Gankhuyag, JinWoo Jeong
2024	—	`conf`	52.5 TOPS/W 1.7GHz Reconfigurable XGBoost Inference Accelerator Based on Modular-Unit-Tree with Dynamic Data and Compute Gating. CICC Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang
2024	—	`conf`	A Simple Up-and-Down Weight Update Method for Tiny 8-bit Quantized CNN Training. ISOCC Chanyung Kim, Eunchong Lee, Kyungho Kim, Sung-Joon Jang, Sang-Seol Lee
2024	—	`conf`	An Im2col Architecture Using The Benes Network For Deep Learning Hardware Accelerators. ISOCC Sanghyun Kim, Kyungho Kim, Yumi Kim, Aeri Kim, Sung-Joon Jang
2024	J	`jnl`	FreFlex: A High-Performance Processor for Convolution and Attention Computations via Sparsity-Adaptive Dynamic Frequency Boosting. IEEE J. Solid State Circuits Sadhana Shanmuga Sundaram, Yugandhar Khodke, Yidong Li, Sung-Joon Jang, Sang-Seol Lee, Mingu Kang
2024	A*	`conf`	HAIL-DIMM: Host Access Interleaved with Near-Data Processing on DIMM-based Memory System. DAC Minkyu Lee, Sang-Seol Lee, Kyungho Kim, Eunchong Lee, Sung-Joon Jang
2024	J	`jnl`	Skew-CIM: Process-Variation-Resilient and Energy-Efficient Computation-in-Memory Design Technique With Skewed Weights. IEEE Trans. Circuits Syst. I Regul. Pap. Donghyeon Yi, Seoyoung Lee, Injun Choi, Gichan Yun, Edward Jongyoon Choi, Jonghee Park, Jonghoon Kwak, Sung-Joon Jang, Sohmyung Ha, Ik-Joon Chang, Minkyu Je
2024	—	`conf`	Strategic Improvements in CNN Accelerators: Optimizing PE Utilization for MobileNetV2. ISOCC Eunchong Lee, Sang-Seol Lee, Minkyu Lee, Kyungho Kim, Sung-Joon Jang
2023	—	`conf`	A Max Pooling Hardware Architecture Supporting Inference And Training For CNN Accelerators. ISOCC Sanghyun Kim, Eunchong Lee, Minkyu Lee, Kyungho Kim, Sang-Seol Lee, Sung-Joon Jang
2023	J	`jnl`	Deep Learning Accelerators' Configuration Space Exploration Effect on Performance and Resource Utilization: A Gemmini Case Study. Sensors Dennis Agyemanh Nana Gookyi, Eunchong Lee, Kyungho Kim, Sung-Joon Jang, Sang-Seol Lee
2023	J	`jnl`	Lightweight and Energy-Efficient Deep Learning Accelerator for Real-Time Object Detection on Edge Devices. Sensors Kyungho Kim, Sung-Joon Jang, Jonghee Park, Eunchong Lee, Sang-Seol Lee
2022	—	`conf`	Exploring GEMM Operations on Different Configurations of the Gemmini Accelerator. ISOCC Dennis Agyemanh Nana Gookyi, Eunchong Lee, Kyungho Kim, Sung-Joon Jang, Sang-Seol Lee
2021	—	`conf`	Memory-Centric Architecture of Neural Processing Unit for Edge Device. ISOCC Eunchong Lee, Minyong Sung, Sung-Joon Jang, Jonghee Park, Sang-Seol Lee
2021	—	`conf`	Object Detection Network Robust to Local Illumination Variations. ISOCC Jinyeon Kim, Jonghee Park, Sang-Seol Lee, Sung-Joon Jang
2020	—	`conf`	Efficient final output feature map processing method supporting real-time object detection and recognition. ISOCC Seong Bin Choi, Sang-Seol Lee, Jonghee Park, Sung-Joon Jang, Byeongho Choi
2020	J	`jnl`	Noise-Aware and Light-Weight VLSI Design of Bilateral Filter for Robust and Fast Image Denoising in Mobile Systems. Sensors Sung-Joon Jang, Youngbae Hwang
2020	J	`jnl`	Resource-Efficient and High-Throughput VLSI Design of Global Optical Flow Method for Mobile Systems. IEEE Trans. Very Large Scale Integr. Syst. Sung-Joon Jang, Chong-Min Kyung
2019	—	`conf`	An Implementation of the System on Chip Control System for a FPGA-Based Computer Vision Accelerator. ISOCC Eunchong Lee, Sung-Joon Jang, Sang-Seol Lee
2019	—	`conf`	CNN inference simulator for accurate and efficient accelerator design. ISOCC Seong Bin Choi, Sang-Seol Lee, Sung-Joon Jang
2019	—	`conf`	FPGA Design and Implementation of Accelerated Stereo Matching for Obstacle Detection. ICEIC Yongseok Lee, Eunchong Lee, Sang-Seol Lee, Sung-Joon Jang, Byoung-Ho Choi
2018	—	`conf`	Stereo vision-based Collision Avoidance for Unmanned Systems. ISOCC Sungick Kong, Sang-Seol Lee, Sung-Joon Jang
2018	—	`conf`	System Level Power Reduction for YOLO2 Sub-modules for Object Detection of Future Autonomous Vehicles. ISOCC Youngbae Kim, Qiang Tong, Ken Choi, Eunchong Lee, Sung-Joon Jang, Byeong-Ho Choi
2016	—	`conf`	Hardware implementation of fast high dynamic range processor for real-time 4K UHD video. ISOCC Sang-Seol Lee, Eunchong Lee, Youngbae Hwang, Sung-Joon Jang
2016	—	`conf`	Hardware implementation of fast traffic sign recognition for intelligent vehicle system. ISOCC Eunchong Lee, Sang-Seol Lee, Youngbae Hwang, Sung-Joon Jang
2013	J	`jnl`	A Fully Integrated Sensor SoC with Digital Calibration Hardware and Wireless Transceiver at 2.4 GHz. Sensors Dong-Sun Kim, Sung-Joon Jang, Taeho Hwang
2007	C	`conf`	Cache Miss-Aware Dynamic Stack Allocation. ISCAS Sung-Joon Jang, Moo-Kyoung Chung, Jaemoon Kim, Chong-Min Kyung