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2020 – today
- 2024
[j4]Longfei Ma
, Nan Cheng, Conghao Zhou, Xiucheng Wang, Ning Lu, Ning Zhang, Khalid Aldubaikhy, Abdullah M. Alqasir:
Dynamic Neural Network-Based Resource Management for Mobile Edge Computing in 6G Networks. IEEE Trans. Cogn. Commun. Netw. 10(3): 953-967 (2024)- [j3]Jinglong Shen, Nan Cheng, Xiucheng Wang, Feng Lyu, Wenchao Xu, Zhi Liu, Khalid Aldubaikhy, Xuemin Shen:
RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity. IEEE Trans. Mob. Comput. 23(5): 5462-5478 (2024) - [i18]Nan Cheng, Xiucheng Wang, Zan Li, Zhisheng Yin, Tom H. Luan, Xuemin Shen:
Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges. CoRR abs/2406.07857 (2024) - [i17]Longfei Ma, Nan Cheng, Xiucheng Wang, Jiong Chen, Yinjun Gao, Dongxiao Zhang, Jun-Jie Zhang:
Constructing and Evaluating Digital Twins: An Intelligent Framework for DT Development. CoRR abs/2406.13145 (2024) - [i16]Yuhao Pan, Xiucheng Wang, Nan Cheng, Qi Qiu:
Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks. CoRR abs/2406.13568 (2024) - [i15]Xiucheng Wang, Qi Qiu, Nan Cheng:
Reliable Projection Based Unsupervised Learning for Semi-Definite QCQP with Application of Beamforming Optimization. CoRR abs/2407.03668 (2024) - [i14]Xiucheng Wang, Keda Tao, Nan Cheng, Zhisheng Yin, Zan Li, Yuan Zhang, Xuemin Shen:
RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction. CoRR abs/2408.08593 (2024) - [i13]Yuhao Pan, Xiucheng Wang, Zhiyao Xu, Nan Cheng, Wenchao Xu, Junjie Zhang:
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network. CoRR abs/2409.00036 (2024) - 2023
- [j2]Nan Cheng, Shen Wu, Xiucheng Wang, Zhisheng Yin, Changle Li, Wen Chen, Fangjiong Chen:
AI for UAV-Assisted IoT Applications: A Comprehensive Review. IEEE Internet Things J. 10(16): 14438-14461 (2023) - [c11]Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan:
Label-Free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. GLOBECOM 2023: 958-963 - [c10]Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang:
Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. GLOBECOM 2023: 5847-5852 - [c9]Yunhao Quan, Nan Cheng, Xiucheng Wang, Jinglong Shen, Longfei Ma, Zhisheng Yin:
Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication. ICCC 2023: 1-6 - [c8]Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yunchao Song, Tom H. Luan:
CNN-Based Synergetic Beamforming for Symbiotic Secure Transmissions in Integrated Satellite-Terrestrial Network. ICCT 2023: 1106-1111 - [c7]Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu:
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. MetaCom 2023: 365-369 - [c6]Xiucheng Wang, Nan Chen, Lianhao Fu, Wei Quan, Ruijin Sun, Yilong Hui, Tom H. Luan, Xuemin Sherman Shen:
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach. PIMRC 2023: 1-6 - [c5]Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan:
Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. VTC Fall 2023: 1-5 - [c4]Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li:
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. VTC Fall 2023: 1-5 - [i12]Xiucheng Wang, Nan Cheng, Longfei Ma, Ruijin Sun, Rong Chai, Ning Lu:
Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning. CoRR abs/2303.06155 (2023) - [i11]Xiucheng Wang, Nan Cheng, Lianhao Fu, Wei Quan, Ruijin Sun, Yilong Hui, Tom H. Luan, Xuemin Shen:
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach. CoRR abs/2306.08938 (2023) - [i10]Yunhao Quan, Nan Cheng, Xiucheng Wang, Jinglong Shen, Longfei Ma, Zhisheng Yin:
Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication. CoRR abs/2307.02002 (2023) - [i9]Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li:
Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. CoRR abs/2308.02603 (2023) - [i8]Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan:
Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. CoRR abs/2308.07511 (2023) - [i7]Xiucheng Wang, Hongzhi Guo:
Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning. CoRR abs/2308.11154 (2023) - [i6]Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang:
Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. CoRR abs/2308.13849 (2023) - [i5]Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan:
Label-free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. CoRR abs/2308.14348 (2023) - [i4]Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu:
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. CoRR abs/2310.16302 (2023) - 2022
- [j1]Xiucheng Wang, Lianhao Fu, Nan Chen, Ruijin Sun, Tom H. Luan, Wei Quan, Khalid Aldubaikhy:
Joint Flying Relay Location and Routing Optimization for 6G UAV-IoT Networks: A Graph Neural Network-Based Approach. Remote. Sens. 14(17): 4377 (2022) - [c3]Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu:
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. ICCSPA 2022: 1-6 - [c2]Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom H. Luan, Nan Cheng:
Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. VTC Spring 2022: 1-5 - [i3]Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom H. Luan, Nan Cheng:
Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. CoRR abs/2208.01781 (2022) - [i2]Longfei Ma, Nan Cheng, Xiucheng Wang, Ruijin Sun, Ning Lu:
On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks. CoRR abs/2208.01785 (2022) - [i1]Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu:
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. CoRR abs/2211.09712 (2022) - 2021
- [c1]Xiucheng Wang, Hongzhi Guo:
Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning. CCNC 2021: 1-4
Coauthor Index
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