관심 주제를 입력하면 그 주제의 논문을 낸 연구실을 관련도 순으로 보여드려요. 순위가 아니라 근거 논문과 함께 보는 출발점이에요.
2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.
viNPU: Optimizing Vision Transformer Inference on Mobile NPUs
J. Lee, G. Kim, C. Jung, J. Kim, S. Park, H. Cha
Yonsei차호정
Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training
Wenzhi Fang, Dong-Jun Han, Liangqi Yuan, Evan Chen, Christopher G. Brinton
Yonsei한동준
DynaStitch: Dynamic ViT Inference via Neural Stitching for Resource-Constrained Edge Devices
J. Kim, L. Mottola, J. Lee, S. Park, H. Cha, T. Voigt
Yonsei차호정
Phoenix: Thermal-Aware On-device Inference of Multi-Instance DNNs for Mobile Video Applications
S. Jeon, J. Kim, J. Lee, H. Cha
Yonsei차호정
RecoNN: A Resource Contention-Aware Runtime for Latency-Sensitive On-Device Inference
Jinwoo Choi, Suhyun Lee, Youngsok Kim
Yonsei김영석
3DGS on Your Phone: Towards Fully Immersive Mobile Volumetric Video Streaming
G. Kim, S. Park, J. Lee, C. Jung, H. Jun, H. Cha
Yonsei차호정
VFM in Your Hands: Optimizing Real-Time Scene Understanding for Mobile Augmented Reality
Jeho Lee, Chanyoung Jung, Gunjoong Kim, Jiwon Kim, Seonghoon Park, Hojung Cha
Yonsei박성훈
NeuLPU: A 3.6 mW Spiking LLM Processing Unit for On-device Long-context Inference
S. Lee, S. Ha, S. Kim, W. Jo, Sangyeob Kim, Hoi-jun yoo
Yonsei김상엽
Freeze the Structure, Free the Color: Fourier-Domain Training for Unpaired Smartphone ISP
Jaemin Kim, Jinwoo Kim, Seon Joo Kim
Yonsei김선주
ARIA: Optimizing Vision Foundation Model Inference on Heterogeneous Mobile Processors for Augmented Reality
C. Jung, J. Lee, G. Kim, J. Kim, S. Park, H. Cha
Yonsei차호정
EOS: Energy-Optimized Super-Resolution on Mobile Devices for Live 360-Degree Videos
S. Park, M. Kim, H. Park, J. Lee, J. Kim, H. Cha
Yonsei차호정
Vega: Fully Immersive Mobile Volumetric Video Streaming with 3D Gaussian Splatting
G. Kim, S. Park, J. Lee, C. Jung, H. Jun, H. Cha
Yonsei차호정
BROCA: A 52.4-559.2mW Mobile Social Agent System-on-Chip with Adaptive-Bit-Truncate Unit and Acoustic-Cluster Bit-Grouping
W. Jo, S. Hong, J. Choi, B. Kwon, H. Sang, D. Im, Sangyeob Kim, S. Kim, Hoi-Jun Yoo
Yonsei김상엽
Hardware-Embedded Pointing Transfer Function Capable of Canceling OS Gains
Seonho Kim, Munjeong Kim, Jonghyun Kim, Donghyeon Kang, Sunjun Kim, Byungjoo Lee
Yonsei이병주
Ember: Task Wakeup Sequence-Based Energy Optimization for Mobile Web Browsing
S. Park, J. Kim, J. Lee, H. Cha
Yonsei차호정
Ember: Task Wakeup Sequence–Based Energy Optimization for Mobile Web Browsing
Seonghoon Park, Jiwon Kim, Jeho Lee, Hojung Cha
Yonsei박성훈
Inpyo Hong, Youngwan Jo, Hyojeong Lee, Sunghyun Ahn, Sanghyun Park
Yonsei박상현
BROCA: A Low-power and Low-latency Conversational Agent RISC-V System-on-Chip for Voice-interactive Mobile Devices
W. Jo, S. Hong, J. Choi, B. Kwon, H. Sang, D. Im, Sangyeob Kim, S. Kim, C. Jeong, Y. Moon, Hoi-Jun Yo
Yonsei김상엽
EdgeDiff: Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization for On-device Generative AI Motivation
S. Kim, J. Oh, J. So, Y. Choi, Sangyeob Kim, D. Im, G. Park, Hoi-Jun Yoo
Yonsei김상엽
An Efficient Method of Lifelong Learning with Differentiable Memory for Edge Computing
H.-J. Moon, S.-B. Cho
Yonsei조성배
Panopticus: Omnidirectional 3D Object Detection on Resource-constrained Edge Devices
J. Lee, C. Jung, J. Kim, H. Cha
Yonsei차호정
NeuGPU: An Energy-Efficient Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile Devices
J.Ryu, H.Kwon, W.Park, Z.Li, B.Kwon, D.Han, D.Im, Sangyeob Kim, H.Joo., M.Kim, Hoi-Jun Yoo
Yonsei김상엽
Space-Mate: A 303.5mW Real-Time Sparse Mixture-of-Experts-Based NeRF-SLAM Processor for Mobile Spatial Computing
G.Park, S.Song, H.Sang, D.Im, D.Han, Sangyeob Kim, H.Lee, Hoi-Jun Yoo
Yonsei김상엽
Federated Split Learning with Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks
Dong-Jun Han, Do-Yeon Kim, Minseok Choi, David Nickel, Jaekyun Moon, Mung Chiang, Christopher G. Brinton
Yonsei한동준
HarvAR: Mobile Augmented Reality-assisted Photovoltaic Energy Harvesting Sensor Management
D. Kim, J. Ahn, J. Kim, R. Ha, H. Cha
Yonsei차호정
Fully Harnessing the Performance Potential of DRAM-less Mobile Flash Storage
Jaesun No, Gyusun Lee, Youngsok Kim, Jinkyu Jeong
Yonsei김영석
A Low-power Large-Language-Model Processor with Big-Little Network and Implicit-Weight-Generation for On-device AI
Sangyeob Kim, S.Kim, W.Jo, S.Kim, S.Hong, N.Lee, Hoi-Jun Yoo
Yonsei김상엽
A Low-Power Neural Graphics System for Instant 3D Modeling and Real-Time Rendering on Mobile AR/VR Devices
J.Ryu, H.Kwon, W.Park, Z.Li, B.Kwon, D.Han, Sangyeob Kim, H. Joo, Hoi-Jun Yoo
Yonsei김상엽
NeuGPU: A Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile AR/VR Devices
J.Ryu, H.Kwon, W.Park, Z.Li, B.Kwon, D.Han, D.Im, Sangyeob Kim, H.Joo, M.Kim, Hoi-Jun Yoo
Yonsei김상엽