Liu, Lingjia
- Differential Privacy Meets Federated Learning under Communication Constraints
2021/01/28 by Mohammadi, Nima, Bai, Jianan, Fan, Qiang +3 · 4 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training
2020/03/15 by Zhou Zhou, Lingjia Liu, Zhou, Zhou +7 · 2 citations
Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Learning to Equalize OTFS
2021/07/17 by Zhou Zhou, Lingjia Liu, Zhou, Zhou +5 · 2 citations
Engineering · #Advanced Fiber Optic Sensors #FOS: Electrical engineering #Optical Network Technologies #PAPR reduction in OFDM #Signal Processing (eess.SP) #electronic engineering #information engineering
- Bayesian Inference-assisted Machine Learning for Near Real-Time Jamming Detection and Classification in 5G New Radio (NR)
2023/04/26 by Shashank Jere, Jere, Shashank, Ying Wang +7 · 2 citations
Computer Science · Engineering · #FOS: Electrical engineering #Neural Networks and Reservoir Computing #Optical Network Technologies #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Big Data Meet Cyber-Physical Systems: A Panoramic Survey
2018/10/29 by Rachad Atat, Atat, Rachad, Lingjia Liu +9 · 1 citation
Computer Science · Decision Sciences · #Big Data Technologies and Applications #Data Quality and Management #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G
2019/07/18 by Rubayet Shafin, Lingjia Liu, Shafin, Rubayet +9 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG
2024/03/05 by Xu, Jiarui, Jere, Shashank, Song, Yifei +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Federated Learning in Mobile Edge Computing: An Edge-Learning Perspective for Beyond 5G
2020/07/15 by Jere, Shashank, Fan, Qiang, Shang, Bodong +2 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation
2024/07/14 by Farhad Rezazadeh, Sergio Barrachina‐Muñoz, Rezazadeh, Farhad +13 · 3 citations
Computer Science · Neuroscience · #Big Data and Digital Economy #Brain Tumor Detection and Classification #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Optimizing Number, Placement, and Backhaul Connectivity of Multi-UAV Networks
2021/11/09 by Javad Sabzehali, Vijay K. Shah, Sabzehali, Javad +8 · 1 citation
Engineering · Computer Science · #UAV Applications and Optimization #Satellite Communication Systems #Distributed Control Multi-Agent Systems
- Clustering-based Multicast Scheme for UAV Networks
2021/11/03 by Hao Song, Song, Hao, Lingjia Liu +7 · 1 citation
Computer Science · Engineering · #Cooperative Communication and Network Coding #FOS: Electrical engineering #Mobile Ad Hoc Networks #Systems and Control (eess.SY) #UAV Applications and Optimization #electronic engineering #information engineering
- Digital Twin Enabled Site Specific Channel Precoding: Over the Air CIR Inference
2025/01/27 by Majumder Haider, Imtiaz Ahmed, Haider, Majumder +9 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Industrial Vision Systems and Defect Detection #Signal Processing (eess.SP) #electronic engineering #information engineering
- Toward Generative 6G Simulation: An Experimental Multi-Agent LLM and ns-3 Integration
2025/03/17 by Rezazadeh, Farhad, Gargari, Amir Ashtari, Lagen, Sandra +3 · 3 citations
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- GenOnet: Generative Open xG Network Simulation with Multi-Agent LLM and ns-3
2024/08/25 by Rezazadeh, Farhad, Gargari, Amir Ashtari, Lagén, Sandra +3 · 1 citation
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Towards xAI: Configuring RNN Weights using Domain Knowledge for MIMO Receive Processing
2024/10/09 by Shashank Jere, Jere, Shashank, Lizhong Zheng +5 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Radio Frequency Integrated Circuit Design #Signal Processing (eess.SP) #electronic engineering #information engineering
- Wireless Mobile Distributed-MIMO for 6G
2024/09/03 by Kumar Sai Bondada, Daniel J. Jakubisin, Bondada, Kumar Sai +7 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Non-Terrestrial Network (NTN): a Novel Alternate Fractional Programming for the Downlink Channels Power Allocation
2023/12/17 by Mahfuzur Rahman, Rahman, Mahfuzur, Zoheb Hassan +5 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Satellite Communication Systems #Wireless Communication Networks Research
- 2D-RC: Two-Dimensional Neural Network Approach for OTFS Symbol Detection
2023/11/14 by Jiarui Xu, Karim Said, Xu, Jiarui +5 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Magneto-Optical Properties and Applications #Neural Networks and Reservoir Computing #Optical Network Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering