Yu, Guanding
- Robust Semantic Communications with Masked VQ-VAE Enabled Codebook
2022/06/08 by Qiyu Hu, Guangyi Zhang, Hu, Qiyu +9 · 22 citations
Computer Science · Engineering · #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
- A Unified Multi-Task Semantic Communication System for Multimodal Data
2022/09/16 by Guangyi Zhang, Zhang, Guangyi, Qiyu Hu +9 · 21 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis #Wireless Signal Modulation Classification
- Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
2020/06/15 by Qiyu Hu, Yunlong Cai, Hu, Qiyu +9 · 12 citations
Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #cs.IT #cs.LG #eess.SP #electronic engineering #information engineering #math.IT
- SCAN: Semantic Communication with Adaptive Channel Feedback
2023/06/27 by Guangyi Zhang, Zhang, Guangyi, Qiyu Hu +5 · 13 citations
Computer Science · #AI in cancer detection #Algorithm #Artificial intelligence #Channel (broadcasting) #Channel state information #Code word #Communications system #Computer engineering #Computer network #Computer science #Decoding methods #Digital Media Forensic Detection #Distortion (music) #FOS: Electrical engineering #Image (mathematics) #Image quality #MIMO #Overhead (engineering) #Real-time computing #Reliability (semiconductor) #Signal Processing (eess.SP) #Telecommunications #Transmission (telecommunications) #Transmitter #Wireless #Wireless Signal Modulation Classification #electronic engineering #information engineering
- RIS-Assisted Communication Radar Coexistence: Joint Beamforming Design and Analysis
2022/01/19 by Yinghui He, He, Yinghui, Yunlong Cai +5 · 9 citations
Engineering · Medicine · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Head and Neck Surgical Oncology #Information Theory (cs.IT) #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
- Graph Embedding based Wireless Link Scheduling with Few Training Samples
2019/06/07 by Lee, Mengyuan, Yu, Guanding, Li, Geoffrey Ye · 6 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Integrated Sensing, Computation, and Communication: System Framework and Performance Optimization
2022/11/08 by Yinghui He, He, Yinghui, Guanding Yu +5 · 8 citations
Computer Science · Engineering · #Context-Aware Activity Recognition Systems #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT)
- Latency Optimization for Resource Allocation in Mobile-Edge Computation Offloading
2017/04/01 by Jinke Ren, Guanding Yu, Ren, Jinke +5 · 4 citations
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #IoT and Edge/Fog Computing #Wireless Body Area Networks #cs.IT #math.IT
- From Analog to Digital: Multi-Order Digital Joint Coding-Modulation for Semantic Communication
2024/06/08 by Guangyi Zhang, Zhang, Guangyi, Pujing Yang +7 · 9 citations
Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #Cognitive Computing and Networks #FOS: Electrical engineering #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
- Scheduling for Cellular Federated Edge Learning with Importance and Channel Awareness
2020/04/01 by Jinke Ren, Yinghui He, Ren, Jinke +9 · 4 citations
Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #cs.IT #cs.LG #cs.NI #math.IT
- Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions
2022/12/08 by Mengyuan Lee, Guanding Yu, Lee, Mengyuan +5 · 5 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced MIMO Systems Optimization
- Robust Semantic Communications Against Semantic Noise
2022/02/07 by Qiyu Hu, Guangyi Zhang, Hu, Qiyu +8 · 4 citations
Computer Science · #Wireless Signal Modulation Classification #Digital Media Forensic Detection #Speech and Audio Processing
- Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
2019/07/07 by Le Liang, Liang, Le, Hao Ye +5 · 3 citations
Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Wireless Communication Security Techniques #cs.IT #cs.LG #math.IT
- Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
2021/04/19 by Mengyuan Lee, Lee, Mengyuan, Guanding Yu +3 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Rate-Adaptive Coding Mechanism for Semantic Communications With Multi-Modal Data
2023/05/18 by Yangshuo He, Guanding Yu, He, Yangshuo +3 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Accelerating DNN Training in Wireless Federated Edge Learning Systems
2019/05/23 by Jinke Ren, Ren, Jinke, Guanding Yu +3 · 3 citations
Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning and ELM #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
- Feature Allocation for Semantic Communication with Space-Time Importance Awareness
2024/01/26 by Kequan Zhou, Guangyi Zhang, Zhou, Kequan +9 · 4 citations
Computer Science · Engineering · #Wireless Signal Modulation Classification #Advanced Data Compression Techniques #Millimeter-Wave Propagation and Modeling
- Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays
2021/01/05 by Qiyu Hu, Yanzhen Liu, Hu, Qiyu +7 · 2 citations
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming
2022/06/08 by Kang, Kai, Hu, Qiyu, Cai, Yunlong +3 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks
2022/08/15 by Lee, Mengyuan, Yu, Guanding, Dai, Huaiyu · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
- An Edge-Computing Based Architecture for Mobile Augmented Reality
2018/10/05 by Jinke Ren, Ren, Jinke, Yinghui He +9 · 1 citation
Computer Science · Mathematics · #Augmented Reality Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Visual Attention and Saliency Detection #cs.IT #math.IT
- Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
2020/03/03 by Mengyuan Lee, Ning Ma, Lee, Mengyuan +5 · 1 citation
Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Sparse and Compressive Sensing Techniques
- Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
2021/10/22 by Qiyu Hu, Hu, Qiyu, Yunlong Cai +9 · 1 citation
Engineering · #Millimeter-Wave Propagation and Modeling #Microwave Engineering and Waveguides #Radio Frequency Integrated Circuit Design
- Deep-Unfolding Beamforming for Intelligent Reflecting Surface assisted\n Full-Duplex Systems
2021/12/04 by Yanzhen Liu, Liu, Yanzhen, Qiyu Hu +7 · 1 citation
Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Electrical engineering #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
- A Unified Multi-Task Semantic Communication System with Domain Adaptation
2022/06/01 by Guangyi Zhang, Zhang, Guangyi, Qiyu Hu +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Electrical engineering #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification #electronic engineering #information engineering
- FAST: Feature Arrangement for Semantic Transmission
2023/05/05 by Kequan Zhou, Zhou, Kequan, Guangyi Zhang +7 · 1 citation
Computer Science · #AI in cancer detection #Advanced Image and Video Retrieval Techniques #FOS: Electrical engineering #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Alleviating Distortion Accumulation in Multi-Hop Semantic Communication
2023/08/22 by Guangyi Zhang, Qiyu Hu, Zhang, Guangyi +5 · 1 citation
Computer Science · Engineering · #FOS: Electrical engineering #Image Processing Techniques and Applications #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
- An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics
2024/03/29 by Wenliang Liu, Guanding Yu, Liu, Wenliang +5 · 1 citation
Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
- ROME: Robust Model Ensembling for Semantic Communication Against Semantic Jamming Attacks
2025/01/02 by Kequan Zhou, Guangyi Zhang, Zhou, Kequan +7 · 1 citation
Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Information and Cyber Security
- Coarse-to-Fine: A Dual-Phase Channel-Adaptive Method for Wireless Image Transmission
2024/12/11 by Hanlei Li, Li, Hanlei, Guangyi Zhang +7 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Digital Filter Design and Implementation