Ko, Seung-Woo
- Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models
2024/12/17 by Seungeun Oh, Jinhyuk Kim, Oh, Seungeun +9 · 13 citations
Computer Science · #Topic Modeling
- Wireless Networks for Mobile Edge Computing: Spatial Modeling and Latency Analysis (Extended version)
2017/09/06 by Ko, Seung-Woo, Han, Kaifeng, Huang, Kaibin · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication
2023/10/13 by Choi, Jinhyuk, Park, Jihong, Ko, Seung-Woo +3 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- Towards Semantic Communication Protocols: A Probabilistic Logic Perspective
2022/07/08 by Sejin Seo, Seo, Sejin, Jihong Park +9 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems #Service-Oriented Architecture and Web Services #Software Testing and Debugging Techniques
- Cooperative Multi-Point Vehicular Positioning Using Millimeter-Wave Surface Reflection (Extended version)
2020/08/20 by Zezhong Zhang, Zhang, Zezhong, Seung‐Woo Ko +5 · 1 citation
Engineering · #Indoor and Outdoor Localization Technologies #Millimeter-Wave Propagation and Modeling #Radio Wave Propagation Studies
- Exploiting User Mobility for WiFi RTT Positioning: A Geometric Approach
2020/11/07 by Han, Kyuwon, Yu, Seung Min, Kim, Seong-Lyun +1 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Communication-Efficient and Personalized Federated Lottery Ticket Learning
2021/04/26 by Seo, Sejin, Ko, Seung-Woo, Park, Jihong +2 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches
2023/10/14 by Jihong Park, Seung‐Woo Ko, Park, Jihong +7 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
- Hidden Vehicle Sensing via Asynchronous V2V Transmission: A Multi-Path-Geometry Approach
2018/04/28 by Kaifeng Han, Han, Kaifeng, Seung‐Woo Ko +7 · 1 citation
Engineering · #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Vehicular Ad Hoc Networks (VANETs)
- Enabling AI Quality Control via Feature Hierarchical Edge Inference
2022/11/15 by Jin‐Hyuk Choi, Seong‐Lyun Kim, Choi, Jinhyuk +3 · 1 citation
Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
- Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission
2025/05/17 by Oh, Seungeun, Kim, Jinhyuk, Park, Jihong +4 · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering