Ning Lu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 42

Top Topics

Wireless Networks

Reinforcement Learning

Top Venues

IEEE Trans. Veh. Technol.

IEEE Internet Things J.

Publications

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) (2024)
Juaren Steiger, Bin Li, Ning Lu
Backlogged Bandits: Cost-Effective Learning for Utility Maximization in Queueing Networks. INFOCOM (2024)
Yi Zhou, Zhanqi Jin, Huaguang Shi, Lei Shi, Ning Lu, Mianxiong Dong
Enhanced Emergency Communication Services for Post-Disaster Rescue: Multi-IRS Assisted Air-Ground Integrated Data Collection. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Yi Zhou, Zhangyun Wang, Nianwen Ning, Zhanqi Jin, Ning Lu, Xuemin Shen
I2T: From Intention Decoupling to Vehicular Trajectory Prediction Based on Prioriformer Networks. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Yi Zhou, Zhanqi Jin, Huaguang Shi, Lei Shi, Ning Lu
Flying IRS: QoE-Driven Trajectory Optimization and Resource Allocation Based on Adaptive Deployment for WPCNs in 6G IoT. IEEE Internet Things J. 11 (5) (2024)
Xueyu Hou, Yongjie Guan, Tao Han, Pingfan Wu, Ning Lu, Miguel Dajer, Liang Peng
A Digitized You in My Eye: A Perceptually Driven Spatial Communication Prototype for XR. IEEE Wirel. Commun. 31 (4) (2024)
Zhangyun Wang, Nianwen Ning, Shihan Tian, Ning Lu, Nan Cheng, Yi Zhou
Vehicular Multimodal Motion Forecasting via Conditional Score-based Modeling. VTC Fall (2023)
Juaren Steiger, Bin Li, Bo Ji, Ning Lu
Constrained Bandit Learning with Switching Costs for Wireless Networks. INFOCOM (2023)
Mahdi Beitollahi, Ning Lu
Federated Learning Over Wireless Networks: Challenges and Solutions. IEEE Internet Things J. 10 (16) (2023)
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 (2023)
Xiucheng Wang, Nan Cheng, Longfei Ma, Ruijin Sun, Rong Chai, Ning Lu
Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning. CoRR (2023)
Yihan Liu, Nianwen Ning, Ning Lu, Yi Zhou
Knowledge Representation-Actuated Based Spatio-Temporal Graph Neural Network Traffic Flow Prediction. GLOBECOM (2023)
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)
Ziyan Chen, Nan Cheng, Zhisheng Yin, Jingchao He, Ning Lu
Service-Oriented Topology Reconfiguration of UAV Networks with Deep Reinforcement Learning. WCSP (2022)
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 (2022)
Yi Zhou, Xiaoyong Ma, Shuting Hu, Danyang Zhou, Nan Cheng, Ning Lu
QoE-Driven Adaptive Deployment Strategy of Multi-UAV Networks Based on Hybrid Deep Reinforcement Learning. IEEE Internet Things J. 9 (8) (2022)
Minghui Dai, Zhou Su, Qichao Xu, Yuntao Wang, Ning Lu
A Trust-Driven Contract Incentive Scheme for Mobile Crowd-Sensing Networks. IEEE Trans. Veh. Technol. 71 (2) (2022)
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)
Yi Zhou, Zhanqi Jin, Huaguang Shi, Zhangyun Wang, Ning Lu, Fuqiang Liu
UAV-Assisted Fair Communication for Mobile Networks: A Multi-Agent Deep Reinforcement Learning Approach. Remote. Sens. 14 (22) (2022)
Ning Zhang, Tao Han, Mehrdad Dianati, Ning Lu, Shangguang Wang
Guest Editorial Special Issue on Space-Air-Ground Integrated Networks for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
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 (2022)
Xiangqi Kong, Ning Lu, Bin Li
Optimal Scheduling for Unmanned Aerial Vehicle Networks With Flow-Level Dynamics. IEEE Trans. Mob. Comput. 20 (3) (2021)
Gang Liu, Wei Quan, Nan Cheng, Deyun Gao, Ning Lu, Hongke Zhang, Xuemin Shen
Softwarized IoT Network Immunity Against Eavesdropping With Programmable Data Planes. IEEE Internet Things J. 8 (8) (2021)
Gang Liu, Wei Quan, Nan Cheng, Ning Lu, Hongke Zhang, Xuemin Shen
P4NIS: Improving network immunity against eavesdropping with programmable data planes. INFOCOM Workshops (2020)
Xiaoyong Ma, Shuting Hu, Danyang Zhou, Yi Zhou, Ning Lu
Adaptive Deployment of UAV-Aided Networks Based on Hybrid Deep Reinforcement Learning. VTC Fall (2020)
Xianwei Wang, Yi Zhou, Xiaoyong Ma, Ning Lu, Nan Cheng, Kuan Zhang
Smart Cyber Forensics of Rear-End Collision based on Multi-Access Edge Computing. ICCC (2019)
Ning Lu, Yi Zhou, Chenhao Shi, Nan Cheng, Lin Cai, Bin Li
Planning While Flying: A Measurement-Aided Dynamic Planning of Drone Small Cells. IEEE Internet Things J. 6 (2) (2019)
Tengfei Lian, Yi Zhou, Xianwei Wang, Nan Cheng, Ning Lu
Predictive Task Migration Modeling in Software Defined Vehicular Networks. ICCCS (2019)
Fuxiao Gao, Yi Zhou, Xiaoyong Ma, Tingting Yang, Nan Cheng, Ning Lu
Coverage-maximization and Energy-efficient Drone Small Cell Deployment in Aerial-Ground Collaborative Vehicular Networks. ICCCS (2019)
Nan Cheng, Wenchao Xu, Weisen Shi, Yi Zhou, Ning Lu, Haibo Zhou, Xuemin Shen
Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges, and Opportunities. IEEE Commun. Mag. 56 (8) (2018)
Yi Zhou, Huanhuan Li, Chenhao Shi, Ning Lu, Nan Cheng
A Fuzzy-Rule Based Data Delivery Scheme in VANETs with Intelligent Speed Prediction and Relay Selection. Wirel. Commun. Mob. Comput. 2018 (2018)
Ning Zhang, Ning Lu, Tao Han, Yi Zhou, Dajiang Chen
Emerging Technologies for Vehicular Communication Networks. Wirel. Commun. Mob. Comput. 2018 (2018)
Ning Lu, Bo Ji, Bin Li
Age-based Scheduling: Improving Data Freshness for Wireless Real-Time Traffic. MobiHoc (2018)
Cailian Chen, Tom Hao Luan, Xin-Ping Guan, Ning Lu, Yunshu Liu
Connected Vehicular Transportation: Data Analytics and Traffic-dependent Networking. CoRR (2017)
Cailian Chen, Tom Hao Luan, Xinping Guan, Ning Lu, Yunshu Liu
Connected Vehicular Transportation: Data Analytics and Traffic-Dependent Networking. IEEE Veh. Technol. Mag. 12 (3) (2017)
Gaochao Wang, Yandong Hou, Yanyu Zhang, Yi Zhou, Ning Lu, Nan Cheng
TLB-VTL: 3-Level Buffer Based Virtual Traffic Light Scheme for Intelligent Collaborative Intersections. VTC Fall (2017)
Chenhao Shi, Yi Zhou, Wei Li, Huanhuan Li, Ning Lu, Nan Cheng, Tingting Yang
A Centralized Clustering Based Hybrid Vehicular Networking Architecture for Safety Data Delivery. GLOBECOM (2017)
Nan Cheng, Ning Lu, Ning Zhang, Tingting Yang, Xuemin Sherman Shen, Jon W. Mark
Vehicle-Assisted Device-to-Device Data Delivery for Smart Grid. IEEE Trans. Veh. Technol. 65 (4) (2016)
Haibo Zhou, Nan Cheng, Ning Lu, Lin Gui, Deyu Zhang, Quan Yu, Fan Bai, Xuemin Sherman Shen
WhiteFi Infostation: Engineering Vehicular Media Streaming With Geolocation Database. IEEE J. Sel. Areas Commun. 34 (8) (2016)
Nan Cheng, Ning Lu, Ning Zhang, Xiang Zhang, Xuemin Sherman Shen, Jon W. Mark
Opportunistic WiFi Offloading in Vehicular Environment: A Game-Theory Approach. IEEE Trans. Intell. Transp. Syst. 17 (7) (2016)
Ning Lu, Nan Cheng, Ning Zhang, Xuemin Sherman Shen, Jon W. Mark, Fan Bai
Wi-Fi Hotspot at Signalized Intersection: Cost-Effectiveness for Vehicular Internet Access. IEEE Trans. Veh. Technol. 65 (5) (2016)
Ning Lu, Bin Li, R. Srikant, Lei Ying
Optimal distributed scheduling of real-time traffic with hard deadlines. CDC (2016)
Miao Wang, Hangguan Shan, Tom H. Luan, Ning Lu, Ran Zhang, Xuemin Shen, Fan Bai
Asymptotic Throughput Capacity Analysis of VANETs Exploiting Mobility Diversity. IEEE Trans. Veh. Technol. 64 (9) (2015)
Cailian Chen, Jing Yan, Ning Lu, Yiyin Wang, Xian Yang, Xinping Guan
Ubiquitous Monitoring for Industrial Cyber-Physical Systems Over Relay- Assisted Wireless Sensor Networks. IEEE Trans. Emerg. Top. Comput. 3 (3) (2015)
Jianchao Zheng, Yueming Cai, Ning Lu, Yuhua Xu, Xuemin Shen
Stochastic Game-Theoretic Spectrum Access in Distributed and Dynamic Environment. IEEE Trans. Veh. Technol. 64 (10) (2015)
Yi Zhou, Nan Cheng, Ning Lu, Xuemin Sherman Shen
Multi-UAV-Aided Networks: Aerial-Ground Cooperative Vehicular Networking Architecture. IEEE Veh. Technol. Mag. 10 (4) (2015)
Ning Zhang, Nan Cheng, Ning Lu, Xiang Zhang, Jon W. Mark, Xuemin Shen
Partner Selection and Incentive Mechanism for Physical Layer Security. IEEE Trans. Wirel. Commun. 14 (8) (2015)
Rong Du, Cailian Chen, Bo Yang, Ning Lu, Xin-Ping Guan, Xuemin Shen
Effective Urban Traffic Monitoring by Vehicular Sensor Networks. IEEE Trans. Veh. Technol. 64 (1) (2015)
Nan Cheng, Ning Lu, Ning Zhang, Xuemin Sherman Shen, Jon W. Mark
Opportunistic WiFi offloading in vehicular environment: A queueing analysis. GLOBECOM (2014)
Ning Lu, Xuemin (Sherman) Shen
Scaling Laws for Throughput Capacity and Delay in Wireless Networks - A Survey. IEEE Commun. Surv. Tutorials 16 (2) (2014)
Ning Zhang, Nan Cheng, Ning Lu, Haibo Zhou, Jon W. Mark, Xuemin (Sherman) Shen
Risk-Aware Cooperative Spectrum Access for Multi-Channel Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 32 (3) (2014)
Ning Lu, Tom H. Luan, Miao Wang, Xuemin Shen, Fan Bai
Bounds of Asymptotic Performance Limits of Social-Proximity Vehicular Networks. IEEE/ACM Trans. Netw. 22 (3) (2014)
Nan Cheng, Ning Zhang, Ning Lu, Xuemin Shen, Jon W. Mark, Fuqiang Liu
Opportunistic Spectrum Access for CR-VANETs: A Game-Theoretic Approach. IEEE Trans. Veh. Technol. 63 (1) (2014)
Ning Lu, Nan Cheng, Ning Zhang, Xuemin Shen, Jon W. Mark
Connected Vehicles: Solutions and Challenges. IEEE Internet Things J. 1 (4) (2014)
Ning Zhang, Nan Cheng, Xiang Zhang, Ning Lu, Jon W. Mark, Xuemin (Sherman) Shen
A cooperative scheme for secure communications with partner selection and incentive mechanism. WCSP (2014)
Nan Cheng, Ning Lu, Ning Zhang, Xuemin (Sherman) Shen, Jon W. Mark
Vehicular WiFi offloading: Challenges and solutions. Veh. Commun. 1 (1) (2014)
Ning Zhang, Ning Lu, Nan Cheng, Jon W. Mark, Xuemin (Sherman) Shen
Cooperative Spectrum Access Towards Secure Information Transfer for CRNs. IEEE J. Sel. Areas Commun. 31 (11) (2013)
Ning Lu, Nan Cheng, Ning Zhang, Xuemin Shen, Jon W. Mark
VeMail: A message handling system towards efficient transportation management. WCNC (2013)
Ning Zhang, Nan Cheng, Ning Lu, Haibo Zhou, Jon W. Mark, Xuemin Shen
Cooperative cognitive radio networking for opportunistic channel access. GLOBECOM (2013)
Ning Zhang, Ning Lu, Nan Cheng, Jon W. Mark, Xuemin Shen
Cooperative networking towards secure communications for CRNs. WCNC (2013)
Nan Cheng, Ning Lu, Ning Zhang, Xuemin (Sherman) Shen, Jon W. Mark
Vehicle-assisted data delivery for smart grid: An optimal stopping approach. ICC (2013)
Ning Lu, Ning Zhang, Nan Cheng, Xuemin Shen, Jon W. Mark, Fan Bai
Vehicles Meet Infrastructure: Toward Capacity-Cost Tradeoffs for Vehicular Access Networks. IEEE Trans. Intell. Transp. Syst. 14 (3) (2013)
Sandra Céspedes Umaña, Ning Lu, Xuemin Shen
VIP-WAVE: On the Feasibility of IP Communications in 802.11p Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 14 (1) (2013)
Zhi Liu, Yu Mao, Ning Lu, Yusheng Ji, Xuemin (Sherman) Shen
Resource allocation for WWAN video multicast with cooperative local repair. ICC (2013)
Ning Zhang, Ning Lu, Rongxing Lu, Jon W. Mark, Xuemin (Sherman) Shen
Energy-efficient and trust-aware cooperation in cognitive radio networks. ICC (2012)
Miao Wang, Hangguan Shan, Lin X. Cai, Ning Lu, Xuemin (Sherman) Shen, Fan Bai
Throughput capacity of VANETs by exploiting mobility diversity. ICC (2012)
Ning Lu, Tom H. Luan, Miao Wang, Xuemin Shen, Fan Bai
Capacity and delay analysis for social-proximity urban vehicular networks. INFOCOM (2012)
Nan Cheng, Ning Lu, Ping Wang, Xinhong Wang, Fuqiang Liu
A QoS-provision multi-channel MAC in RSU-assisted vehicular networks (poster). VNC (2011)
Kai Liu, Jinhua Guo, Ning Lu, Fuqiang Liu, Xinhong Wang, Ping Wang
RAMC: A RSU-Assisted Multi-Channel Coordination MAC Protocol for VANET. IEICE Trans. Commun. (1) (2011)
Ning Lu, Yusheng Ji, Fuqiang Liu, Xinhong Wang
A Dedicated Multi-Channel MAC Protocol Design for VANET with Adaptive Broadcasting. WCNC (2010)