Verma, Gunjan

1. Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation
   2020/09/22 by Chowdhury, Arindam, Verma, Gunjan, Rao, Chirag +2 · 3 citations
   #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
2. Distributed Scheduling using Graph Neural Networks
   2020/11/18 by Zhongyuan Zhao, Zhao, Zhongyuan, Gunjan Verma +7 · 4 citations
   Computer Science · Engineering · #05-08 #Advanced Graph Neural Networks #Advanced MIMO Systems Optimization #C.2.1 #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. Learnable Digital Twin for Efficient Wireless Network Evaluation
   2023/06/11 by Li, Boning, Efimov, Timofey, Kumar, Abhishek +4 · 3 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks
   2023/04/02 by Arindam Chowdhury, Chowdhury, Arindam, Gunjan Verma +5 · 2 citations
   Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Energy Harvesting in Wireless Networks
5. Adaptive Contention Window Design using Deep Q-learning
   2020/11/18 by Kumar, Abhishek, Verma, Gunjan, Rao, Chirag +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Delay-Oriented Distributed Scheduling Using Graph Neural Networks
   2021/11/13 by Zhao, Zhongyuan, Verma, Gunjan, Swami, Ananthram +1 · 1 citation
   #05-08 #C.2.1 #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
7. GLANCE: Graph-based Learnable Digital Twin for Communication Networks
   2024/08/16 by Li, Boning, Verma, Gunjan, Efimov, Timofey +2 · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
8. Biased Backpressure Routing Using Link Features and Graph Neural Networks
   2024/07/13 by Zhongyuan Zhao, Zhao, Zhongyuan, Bojan Radojičić +7 · 2 citations
   Engineering · Social Sciences · #05C12 (Primary) 05-08 (Secondary) #Advanced Computing and Algorithms #C.2.1 #C.2.2 #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.11 #I.2.6 #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #VLSI and FPGA Design Techniques #electronic engineering #information engineering
9. Delay-aware Backpressure Routing Using Graph Neural Networks
   2022/11/19 by Zhongyuan Zhao, Bojan Radojičić, Zhao, Zhongyuan +7 · 2 citations
   Computer Science · Engineering · #05-08 #Advanced MIMO Systems Optimization #C.2.1 #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Wireless Networks and Protocols #electronic engineering #information engineering
10. Fully Distributed Online Training of Graph Neural Networks in Networked Systems
    2024/12/08 by Rostyslav Olshevskyi, Olshevskyi, Rostyslav, Zhongyuan Zhao +9 · 2 citations
    Computer Science · Neuroscience · #Neural Networks and Applications #Advanced Graph Neural Networks #Brain Tumor Detection and Classification
11. MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT
    2024/11/18 by Ouyang, Xiaomin, Wu, Jason, Kimura, Tomoyoshi +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks
    2023/12/05 by Zhongyuan Zhao, Zhao, Zhongyuan, Jake Perazzone +5 · 1 citation
    Computer Science · Engineering · #05C90 #Age of Information Optimization #C.2.1 #C.2.2 #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Wireless Body Area Networks #electronic engineering #information engineering