- Computer Vision System on Chip
- Hardware-friendly Computer Vision Algorithm
2022. 3 ~ Ph.D. Student in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2022. 2 M.S. Student in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2020. 2 B.S. in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2015. 2 Changwon Science High School
- International Journal Papers
NeuGPU: An Energy-Efficient Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile Devices
Junha Ryu, Hankyul Kwon, Wonhoon Park, Zhiyong Li, Beomseok Kwon, Donghyeon Han, Dongseok Im, Sangyeob Kim, Hyungnam Joo, Minsung Kim and Hoi-Jun Yoo
IEEE Journal of Solid-State Circuits (JSSC), Sep. 2024
A 0.82 μW CIS-Based Action Recognition SoC with Self-Adjustable Frame Resolution for Always-on IoT Devices
Junha Ryu, Gwangtae Park, Dongseok Im, Ji-Hoon Kim, and Hoi-Jun Yoo
IEEE Transactions on Circuits and Systems II (TCAS-II), Mar. 2021
- International Conference Papers
NeuGPU: A Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile AR/VR Devices
Junha Ryu, Hankyul Kwon, Wonhoon Park, Zhiyong Li, Beomseok Kwon, Donghyeon Han, Dongseok Im, Sangyeob Kim, Hyungnam Joo, Minsung Kim and Hoi-Jun Yoo
IEEE Symposium on High Performance Chips (HOT Chips), May. 2024
A Low-Power Neural Graphics System for Instant 3D Modeling and Real-Time Rendering on Mobile AR/VR Devices
Junha Ryu, Hankyul Kwon, Wonhoon Park, Zhiyong Li, Beomseok Kwon, Donghyeon Han, Dongseok Im, Sangyeob Kim, Hyungnam Joo, Minsung Kim, and Hoi-Jun Yoo
IEEE Symposium on Low-Power and High-Speed Chips (COOL Chips), Apr. 2024
NeuGPU: A 18.5 mJ/Iter Neural-Graphics Processing Unit for Instant-Modeling and Real-Time Rendering with Segmented-Hashing Architecture
AI SoCs for AR/VR User-Interaction
Junha Ryu, Dongseok Im, and Hoi-Jun Yoo
IEEE International Electron Devices Meeting (IEDM), Dec. 2021
A 0.82 μW CIS-Based Action Recognition SoC with Self-Adjustable Frame Resolution for Always-on IoT Devices
Junha Ryu, Gwangtae Park, Dongseok Im, Ji-Hoon Kim, and Hoi-Jun Yoo
IEEE International Symposium on Circuit and Systems (ISCAS), May. 2021
- Deep learning SoC
- Computer vision
2021. 3 ~ Ph.D. Student in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2021. 2 M.S. in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2019. 2 B.S. in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2015. 2 Daejeon Science High School
-- International Journal Papers
An Artifical-Intelligence-based SLAM Processor with Scene-adaptive Sampling and Hybrid NeRF Model Training Acceleration
Gwangtae Park, Seokchan Song, Haoyang Sang, Dongseok Im, Donghyeon Han, Sangyeob Kim, Hongseok Lee, and Hoi-Jun Yoo
IEEE Transactions on Circuits and Systems for Artificial Intelligence (TCASAI), July. 2024
A 1.15 TOPS/W Energy-efficient Capsule Network Accelerator for Real-time 3D Point Cloud Segmentation in Mobile Environment
Gwangtae Park, Dongseok Im, Donghyeon Han, and Hoi-Jun Yoo
IEEE Transactions on Circuits and Systems II (TCAS-II), Jun. 2020
- International Conference Papers
Space-Mate: A 303.5mW Real-Time NeRF SLAM Processor with Sparse Mixture-of-Experts-based Acceleration
Gwangtae Park, Seokchan Song, Haoyang Sang, Dongseok Im, Donghyeon Han, Sangyeob Kim, Hongseok Lee, and Hoi-Jun Yoo
IEEE Symposium on High Performance Chips (HOT Chips), May. 2024
A Low-power and Real-time Neural-Rendering Dense SLAM Processor with 3-Level Hierarchical Sparsity Exploitation
Gwangtae Park, Seokchan Song, Haoyang Sang, Dongseok Im, Donghyeon Han, Sangyeob Kim, Hongseok Lee and Hoi-Jun Yoo
IEEE Symposium on Low-Power and High-Speed Chips (COOL Chips), Apr. 2024
Space-Mate: A 303.5mW Real-Time Sparse Mixture-of-Experts-Based NeRF-SLAM Processor for Mobile Spatial Computing
- Multicore Processor Architecture
- Deep Learning Processor
- Intelligent 3D Vision SoC
2021. 3 ~ Ph.D. Student in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2021. 2 M.S. in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2019. 2 B.S. in EE, Korea Advanced Insititue of Science and Technology (KAIST)
2014. 2 Gwangju Science High School
- International Journal Papers
A Low-Power Graph Convolutional Network Processor with Sparse Grouping for 3D Point Cloud Semantic Segmentation in Mobile Devices
Sangjin Kim, Sangyeob Kim, Juhyoung Lee, and Hoi-Jun Yoo
IEEE Transactions on Circuits and Systems I (TCAS-I), Jan. 2022
- International Conference Papers
EdgeDiff: 418.4mJ/inference Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization
Sangjin Kim, Jungjun Oh, Jeonggyu So, Yuseon Choi, Sangyeob Kim, Dongseok Im, Gwangtae Park and Hoi-jun Yoo
IEEE International Conference on Solid-State Circuits (ISSCC), Feb. 2025
NoPIM: Functional Network-on-Chip Architecture for Scalable High-Density Processing-in-Memory-based Accelerator
Sangjin Kim, Zhiyong Li, Soyeon Um, Wooyoung Jo, Sangwoo Ha, Sangyeob Kim and Hoi-Jun Yoo
IEEE Symposium on Low-Power and High-Speed Chips (COOL Chips), Apr. 2024
Scaling-CIM: An eDRAM-based In-Memory-Computing Accelerator with Dynamic-Scaling ADC for SQNR-Boosting and Layer-wise Adaptive Bit-Truncation
Sangjin Kim, Soyeon Um, Wooyoung Jo, Jingu Lee, Sangwoo Ha, Zhiyong Li and Hoi-Jun Yoo
IEEE Symposium on VLSI Circuits (S. VLSI), Apr. 2023
DynaPlasia: An eDRAM In-Memory-Computing-Based Reconfigurable Spatial Accelerator with Triple-Mode Cell for Dynamic Resource Switching
Sangjin Kim, Zhiyong Li, Soyeon Um, Wooyoung Jo, Sangwoo Ha, Juhyoung Lee, Sangyeob Kim, and Hoi-Jun Yoo
IEEE International Conference on Solid-State Circuits (ISSCC), Feb. 2023
PNNPU: A Fast and Efficient 3D Point Cloud-based Neural Network Processor with Block-based Point Processing for Regular DRAM Access
Sangjin Kim, Juhyoung Lee, Dongseok Im, and Hoi-jun Yoo
IEEE Symposium on High Performance Chips (HOT Chips), Aug. 2021
PNNPU: A 11.9 TOPS/W High-speed 3D Point Cloud-based Neural Network Processor with Block-based Point Processing for Regular DRAM Access
Sangjin Kim, Juhyoung Lee, Dongseok Im, and Hoi-Jun Yoo
A 54.7 fps 3D Point Cloud Semantic Segmentation Processor with Sparse Grouping Based Dilated Graph Convolutional Network for Mobile Devices
Sangjin Kim, Sangyeob Kim, Juhyoung Lee, and Hoi-jun Yoo
IEEE International Symposium on Circuit and Systems (ISCAS), Oct. 2020
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