Embedded Files
Algorithms
Federated Learning
Personalized Federated Learning for Heterogeneous and Non-IID Data
Communication- and Resource-Efficient Federated Learning
Multimodal Federated Learning
Federated Learning with Missing and Incomplete Modalities
Adaptive and Parameter-Efficient Federated Learning
Federated Learning for AIoT and Edge Intelligence
Physical AI
Vision-Language-Action Learning for Robotic Manipulation
Multimodal Perception and Language-Guided Robot Control
Action Representation and Policy Learning for VLA Models
Large-Scale Pretraining and Adaptation of VLA Models
Generalization across Tasks, Objects, and Environments
Long-Horizon and Dexterous Robotic Manipulation
Wireless Communication & Intelligent Applications
Wireless Communication
& Intelligent Applications
ISAC-Based Human Proximity Sensing
AI-Driven Error Correction Coding
3GPP-Driven AI/ML for Next-Generation Wireless Systems
V2X-Enabled Cooperative BEV Perception
Vision-Aided Wireless Communication
Movable Antenna
Applications
Multimodal Sensor Intelligence
Multimodal Sensor Fusion for Heterogeneous Data
Representation Learning for Multi-Sensor Data
Spatial and Relational Learning for Sensor Networks
Time-Series Learning for Dynamic Sensor Data
Robust Learning with Missing and Noisy Modalities
Intelligent Sensing for Mobility and AIoT Applications
Data Science
for Precision Livestock Farming
Multimodal Data Integration and Analytics
Predictive Modeling for Livestock Production and Quality
Behavior and Growth Data Analysis
Computer Vision-Based Phenotyping and Measurement
Environmental and Sensor Data Analytics
Data-Efficient Learning for Real-World Agricultural Data
Recent Research Topics
Machine Learning and Deep Learning
Machine Learning and Deep Learning for AI-IoT
Business Bigdata Analytics
Deep Learning for Livestock Management and Health Care
Federated Learning
Solving Optimization Problems Using Deep Learning
Drone Delivery Optimization Using Deep Learning
Wireless Communications (IoT)
Resource Allocation
Scheduling
Mobility Management
Medium Access Control (MAC) and Network
Non-Terrestrial Networks (UAV and Satellite)
Network for Smart City
Smart Grid
Pricing and Demand-Response
Renewable Generation
Electric Vehicle
Projects
Development of demand response for smart grid considering practical characteristics of power systems (NRF)
Development of PS-LTE System and Terminal for National Public Safety Service (KRRI)
Development of swine management model with animal-metric for livestock welfare (Rural Development Administration)
Development of System Level Simulator for Interference Analysis Between In-building Femto Base Stations in Indoor Environment (KT Inc.)
Development of Fundamental Research on VCN/BDMA Convergence Network For Mobility Support Technology of Based on Wireless Backhaul (Samsung Electronics Inc.)
5G Mobile Communication Systems Based on Beam Division Multiple Access and Relays with Group Cooperation (MKE)
Next-generation Tactical Military Communications Technology with High-speed Mobility (ETRI)
Unpowered, Low-power I/O devices, and Communications Technologies (MKE)
Development of Core Technologies and Tesbed for KAIST B4G System Based on Cognition and Autonomy (Samsung Electronics Inc.)
Development of Indoor WiBro System for Home and Enterprise (KT Inc.)
Speed/Channel/Media Adaptive Multi-hop FDD/TDD MIMO Cellular System, Multi-hop Transmission Technology for 4G and Wibro (Samsung Electronics Inc.)
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