Yin, Changchuan
- A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
2019/09/17 by Mingzhe Chen, Zhaohui Yang, Chen, Mingzhe +9 · 46 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
- Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
2021/04/04 by Sihua Wang, Mingzhe Chen, Wang, Sihua +11 · 4 citations
Computer Science · Engineering · Medicine · #Age of Information Optimization #IoT Networks and Protocols #Congenital Heart Disease Studies
- Multimodal Semantic Communication for Generative Audio-Driven Video Conferencing
2024/10/29 by Haonan Tong, Tong, Haonan, Haopeng Li +9 · 8 citations
Computer Science · #FOS: Computer and information sciences #Multimedia (cs.MM) #Speech and dialogue systems
- Importance-Aware Image Segmentation-based Semantic Communication for Autonomous Driving
2024/01/16 by Jie Lv, Lv, Jie, Haonan Tong +11 · 4 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Visual Attention and Saliency Detection
- Image Segmentation Semantic Communication over Internet of Vehicles
2022/10/11 by Qiang Pan, Pan, Qiang, Haonan Tong +11 · 3 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Body Area Networks #Wireless Signal Modulation Classification
- Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
2020/03/19 by Sihua Wang, Mingzhe Chen, Wang, Sihua +11 · 2 citations
Engineering · Computer Science · #UAV Applications and Optimization #Energy Harvesting in Wireless Networks #Opportunistic and Delay-Tolerant Networks
- Adaptive Bitrate Video Semantic Communication over Wireless Networks
2023/08/01 by Wentao Gong, Gong, Wentao, Haonan Tong +9 · 3 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Wireless Communication Technologies #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Digital Over-the-Air Federated Learning in Multi-Antenna Systems
2023/02/04 by Sihua Wang, Wang, Sihua, Mingzhe Chen +7 · 3 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling
- Video Semantic Communication with Major Object Extraction and Contextual Video Encoding
2024/02/02 by Haopeng Li, Li, Haopeng, Haonan Tong +9 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization #Image Retrieval and Classification Techniques
- Language-oriented Semantic Communication for Image Transmission with Fine-Tuned Diffusion Model
2024/09/25 by Wei, Xinfeng, Tong, Haonan, Yang, Nuocheng +1 · 4 citations
#FOS: Computer and information sciences #Multimedia (cs.MM)
- Mutations on COVID-19 diagnostic targets
2020/05/05 by Rui Wang, Wang, Rui, Yuta Hozumi +5 · 2 citations
Medicine · #Biomolecules (q-bio.BM) #COVID-19 Clinical Research Studies #FOS: Biological sciences #Genomics (q-bio.GN) #SARS-CoV-2 and COVID-19 Research #SARS-CoV-2 detection and testing
- Virtual Reality over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management
2017/03/13 by Mingzhe Chen, Chen, Mingzhe, Walid Saad +3 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Photonic Communication Systems #FOS: Computer and information sciences #Information Theory (cs.IT) #Neural Networks and Reservoir Computing
- Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks
2018/01/29 by Mingzhe Chen, Walid Saad, Chen, Mingzhe +3 · 1 citation
Computer Science · Engineering · #Advanced Wireless Communication Technologies #Caching and Content Delivery #FOS: Computer and information sciences #Information Theory (cs.IT) #UAV Applications and Optimization
- Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach
2019/02/14 by Mingzhe Chen, Walid Saad, Chen, Mingzhe +5 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and ELM #Neural Networks and Reservoir Computing
- Sum-Rate Maximization for Active RIS-Aided Downlink RSMA System
2023/01/30 by Li, Xinhao, Wang, Tao, Tong, Haonan +3 · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Mobility-Aware Seamless Handover with MPTCP in Software-Defined HetNets
2021/01/03 by Haonan Tong, Tong, Haonan, Tao Wang +9 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #C.2.3 #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Neural Networks and Reservoir Computing #Software-Defined Networks and 5G
- UAV Trajectory and Communication Co-design: Flexible Path Discretization and Path Compression
2020/10/14 by Yijun Guo, Changsheng You, Guo, Yijun +5 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization #UAV Applications and Optimization
- UMAP-assisted K-means clustering of large-scale SARS-CoV-2 mutation datasets
2020/12/30 by Yuta Hozumi, Hozumi, Yuta, Rui Wang +5 · 1 citation
Medicine · #COVID-19 diagnosis using AI #FOS: Biological sciences #Quantitative Methods (q-bio.QM) #SARS-CoV-2 and COVID-19 Research #SARS-CoV-2 detection and testing
- Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks
2018/12/04 by Mingzhe Chen, Chen, Mingzhe, Omid Semiari +7 · 1 citation
Computer Science · Engineering · #Advanced Photonic Communication Systems #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Theory (cs.IT) #Neural Networks and Reservoir Computing
- Attention-based UNet enabled Lightweight Image Semantic Communication System over Internet of Things
2024/01/14 by Guoxin Ma, Haonan Tong, Ma, Guoxin +5 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Video Surveillance and Tracking Methods
- Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking
2024/01/22 by Yujiao Zhu, Mingzhe Chen, Zhu, Yujiao +9 · 1 citation
Engineering · #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #UAV Applications and Optimization #Underwater Vehicles and Communication Systems