WS-22: Data Driven Intelligence for Networks and Systems (DDINS)
*All times are KST (GMT+9)
Q&A Time Friday, May 20 |
Workshop Papers | |
09:00-09:30 | WS 22-03-1 | Deep Learning-Based Hybrid Precoding for FDD Massive MIMO-OFDM Systems With a Limited Pilot and Feedback Overhead |
WS 22-01-1 | Life-Long Learning for Reasoning-Based Semantic Communication | |
WS 22-05-1 | Detecting IoT Botnets on IoT Edge Devices | |
09:30-10:00 | WS 22-03-2 | Multi-Agent Deep Reinforcement Learning for Uplink Power Control in Multi-Cell Systems |
WS 22-01-2 | Optimization for Prediction-Driven Cooperative Spectrum Sensing in Cognitive Radio Networks | |
10:00-10:30 | WS 22-03-3 | Unsupervised Deep Learning to Solve Power Allocation Problems in Cognitive Relay Networks |
WS 22-01-3 | Data-Driven Digital Pre-Distortion Design via Joint Intermediate and Radio Frequency Optimization | |
10:30-11:00 | WS 22-03-4 | Deep Reinforcement Learning for Interference Suppression in RIS-Aided High-Speed Railway Networks |
WS 22-01-4 | Reasoning on the Air: An Implicit Semantic Communication Architecture | |
11:00-11:30 | WS 22-03-5 | A DDPG-Based Transfer Learning Optimization Framework for User Association and Power Control in HetNet |
WS 22-05-4 | A Hierarchical Framework for Drone Identification Based on Radio Frequency Machine Learning | |
11:30-12:00 | WS 22-02-1 | HEC-NerveNet: A Resilient Edge Cloud Architecture for Beyond 5G Networks |
WS 22-04-1 | An Adaptive Resource Allocation Approach Based on User Demand Forecasting for E-Healthcare Systems | |
14:00-14:30 | WS 22-02-2 | Two-Time-Scale Hybrid Proactive and Reactive Edge Caching for Content Delivery Networks |
WS 22-04-2 | An Annotating Method of GPS Trajectory Data for Human Mobility Analysis in Urban Area | |
14:30-15:00 | WS 22-02-3 | Efficient Pruning-Split LSTM Machine Learning Algorithm for Terrestrial-Satellite Edge Network |
WS 22-04-3 | Multi-Output Gaussian Process-Based Data Augmentation for Multi-Building and Multi-Floor Indoor Localization | |
15:00-15:30 | WS 22-02-4 | Deep Q-Network for 5G NR Downlink Scheduling |
WS 22-04-4 | Multi-Objective Intelligent Handover in Satellite-Terrestrial Integrated Networks | |
16:00-16:30 | WS 22-05-2 | Deep Learning for Secure Transmission in Wireless Communication Networks |
16:30-17:00 | WS 22-05-3 | Preventing Frame Fingerprinting in Controller Area Network Through Traffic Mutation |