Jie Xu

According to our database, Jie Xu authored at least 146 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On Adaptive Edge Microservice Placement: A Reinforcement Learning Approach Endowed With Graph Comprehension.

Lixing Chen, Yang Bai, Pan Zhou, Youqi Li, Zhe Qu, Jie Xu

IEEE Trans. Mob. Comput., December, 2024

Hybrid Federated Learning for Multimodal IoT Systems.

Yuanzhe Peng, Yusen Wu, Jieming Bian, Jie Xu

IEEE Internet Things J., November, 2024

Accelerating Asynchronous Federated Learning Convergence via Opportunistic Mobile Relaying.

Jieming Bian, Jie Xu

IEEE Trans. Veh. Technol., July, 2024

Bandwidth Allocation for Federated Learning With Wireless Providers and Cost Constraints.

Jiahao Xue, Zhe Qu, Jie Xu, Yao Liu, Zhuo Lu

IEEE Trans. Mob. Comput., June, 2024

CrossVision: Real-Time On-Camera Video Analysis via Common RoI Load Balancing.

Letian Zhang, Zhuo Lu, Linqi Song, Jie Xu

IEEE Trans. Mob. Comput., May, 2024

On the Local Cache Update Rules in Streaming Federated Learning.

Heqiang Wang, Jieming Bian, Jie Xu

IEEE Internet Things J., March, 2024

Accelerating Hybrid Federated Learning Convergence Under Partial Participation.

Jieming Bian, Lei Wang, Kun Yang, Cong Shen, Jie Xu

IEEE Trans. Signal Process., 2024

Learning the Optimal Path and DNN Partition for Collaborative Edge Inference.

Yin Huang, Letian Zhang, Jie Xu

CoRR, 2024

Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains.

Lei Wang, Jieming Bian, Letian Zhang, Chen Chen, Jie Xu

CoRR, 2024

Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics.

Wenwei Zhao, Xiaowen Li, Shangqing Zhao, Jie Xu, Yao Liu, Zhuo Lu

CoRR, 2024

Adversarial Combinatorial Bandits with Switching Cost and Arm Selection Constraints.

Yin Huang, Qingsong Liu, Jie Xu

Proceedings of the IEEE INFOCOM 2024, 2024

Adaptive User-Centric Entanglement Routing in Quantum Data Networks.

Lei Wang, Jieming Bian, Jie Xu

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

Friends to Help: Saving Federated Learning from Client Dropout.

Heqiang Wang, Jie Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

Fedmm: Federated Multi-Modal Learning with Modality Heterogeneity in Computational Pathology.

Yuanzhe Peng, Jieming Bian, Jie Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

On the Convergence of Multi-Server Federated Learning With Overlapping Area.

Zhe Qu, Xingyu Li, Jie Xu, Bo Tang, Zhuo Lu, Yao Liu

IEEE Trans. Mob. Comput., November, 2023

Achieving privacy-preserving cross-silo anomaly detection using federated XGBoost.

Mengwei Yang, Shuqi Liu, Jie Xu, Guozhen Tan, Congduan Li, Linqi Song

J. Frankl. Inst., June, 2023

Automated Customization of On-Device Inference for Quality-of-Experience Enhancement.

Yang Bai, Lixing Chen, Shaolei Ren, Jie Xu

IEEE Trans. Computers, May, 2023

Multicore Federated Learning for Mobile-Edge Computing Platforms.

Yang Bai, Lixing Chen, Jianhua Li, Jun Wu, Pan Zhou, Zichuan Xu, Jie Xu

IEEE Internet Things J., April, 2023

NeuE: Automated Neural Network Ensembles for Edge Intelligence.

Yang Bai, Lixing Chen, Jie Xu

IEEE Trans. Emerg. Top. Comput., 2023

Online Vertical Federated Learning for Cooperative Spectrum Sensing.

Heqiang Wang, Jie Xu

CoRR, 2023

Federated Learning with Instance-Dependent Noisy Label.

Lei Wang, Jieming Bian, Jie Xu

CoRR, 2023

IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment.

Letian Zhang, Ming Li, Chen Chen, Jie Xu

CoRR, 2023

CAFE: Carbon-Aware Federated Learning in Geographically Distributed Data Centers.

Jieming Bian, Shaolei Ren, Jie Xu

CoRR, 2023

Joint Client Assignment and UAV Route Planning for Indirect-Communication Federated Learning.

Jieming Bian, Cong Shen, Jie Xu

CoRR, 2023

E³Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation.

Letian Zhang, Jie Xu

CoRR, 2023

E3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation.

Letian Zhang, Jie Xu

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Adversarial Group Linear Bandits and Its Application to Collaborative Edge Inference.

Yin Huang, Letian Zhang, Jie Xu

Proceedings of the IEEE INFOCOM 2023, 2023

CPD 2023: The 6th International Workshop on Combining Physical and Data-Driven Knowledge in Ubiquitous Computing.

Yuanzhang Xiao, Jie Xu, Weiwei Jiang

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Client Clustering for Energy-Efficient Clustered Federated Learning in Wireless Networks.

Jieming Bian, Jie Xu

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Federated Learning via Indirect Server-Client Communications.

Jieming Bian, Cong Shen, Jie Xu

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

Mobility-Assisted Federated Learning for Vehicular Edge Computing.

Jieming Bian, Jie Xu

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks.

Jie Xu, Heqiang Wang, Lixing Chen

IEEE Trans. Wirel. Commun., 2022

Context-Aware Online Client Selection for Hierarchical Federated Learning.

Zhe Qu, Rui Duan, Lixing Chen, Jie Xu, Zhuo Lu, Yao Liu

IEEE Trans. Parallel Distributed Syst., 2022

When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing.

Zhengping Luo, Shangqing Zhao, Zhuo Lu, Jie Xu, Yalin E. Sagduyu

IEEE Trans. Mob. Comput., 2022

Learning the Optimal Partition for Collaborative DNN Training With Privacy Requirements.

Letian Zhang, Jie Xu

IEEE Internet Things J., 2022

Improving QoE of Deep Neural Network Inference on Edge Devices: A Bandit Approach.

Bingqian Lu, Jianyi Yang, Jie Xu, Shaolei Ren

IEEE Internet Things J., 2022

Automated Ensemble for Deep Learning Inference on Edge Computing Platforms.

Yang Bai, Lixing Chen, Mohamed Abdel-Mottaleb, Jie Xu

IEEE Internet Things J., 2022

Mobility Improves the Convergence of Asynchronous Federated Learning.

Jieming Bian, Jie Xu

CoRR, 2022

On Federated Learning with Energy Harvesting Clients.

Cong Shen, Jing Yang, Jie Xu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective.

Jie Xu, Heqiang Wang

IEEE Trans. Wirel. Commun., 2021

Collaborative Service Placement for Edge Computing in Dense Small Cell Networks.

Lixing Chen, Cong Shen, Pan Zhou, Jie Xu

IEEE Trans. Mob. Comput., 2021

How to Test the Randomness From the Wireless Channel for Security?

Zhe Qu, Shangqing Zhao, Jie Xu, Zhuo Lu, Yao Liu

IEEE Trans. Inf. Forensics Secur., 2021

Personalized Education in the Artificial Intelligence Era: What to Expect Next.

Setareh Maghsudi, Andrew S. Lan, Jie Xu, Mihaela van der Schaar

IEEE Signal Process. Mag., 2021

Seek Common While Shelving Differences: Orchestrating Deep Neural Networks for Edge Service Provisioning.

Lixing Chen, Jie Xu

IEEE J. Sel. Areas Commun., 2021

An effective design method for mechanical metamaterials with negative Poisson's ratios.

Jie Xu, Mi Xiao, Hao Li, Liang Gao

Int. J. Manuf. Res., 2021

Automated Customization of On-Thing Inference for Quality-of-Experience Enhancement.

Yang Bai, Lixing Chen, Shaolei Ren, Jie Xu

CoRR, 2021

FedSEAL: Semi-Supervised Federated Learning with Self-Ensemble Learning and Negative Learning.

Jieming Bian, Zhu Fu, Jie Xu

CoRR, 2021

Personalized Education in the AI Era: What to Expect Next?

Setareh Maghsudi, Andrew S. Lan, Jie Xu, Mihaela van der Schaar

CoRR, 2021

Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges.

Cong Shen, Jie Xu, Sihui Zheng, Xiang Chen

IEEE Commun. Mag., 2021

Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning.

Letian Zhang, Lixing Chen, Jie Xu

Proceedings of the WWW '21: The Web Conference 2021, 2021

Low-cost Influence-Limiting Defense against Adversarial Machine Learning Attacks in Cooperative Spectrum Sensing.

Zhengping Luo, Shangqing Zhao, Rui Duan, Zhuo Lu, Yalin E. Sagduyu, Jie Xu

Proceedings of the WiseML@WiSec 2021: Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning, 2021

Adaptive Deep Neural Network Ensemble for Inference-as-a-Service on Edge Computing Platforms.

Yang Bai, Lixing Chen, Letian Zhang, Mohamed Abdel-Mottaleb, Jie Xu

Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021

2020

Risk-Aware Edge Computation Offloading Using Bayesian Stackelberg Game.

Yang Bai, Lixing Chen, Linqi Song, Jie Xu

IEEE Trans. Netw. Serv. Manag., 2020

Differential Security Game in Heterogeneous Device-to-Device Offloading Network Under Epidemic Risks.

Letian Zhang, Jie Xu

IEEE Trans. Netw. Sci. Eng., 2020

Collaborative Content Placement Among Wireless Edge Caching Stations With Time-to-Live Cache.

Lixing Chen, Linqi Song, Jacob Chakareski, Jie Xu

IEEE Trans. Multim., 2020

Human-Behavior and QoE-Aware Dynamic Channel Allocation for 5G Networks: A Latent Contextual Bandit Learning Approach.

Pan Zhou, Jie Xu, Wei Wang, Changkun Jiang, Kehao Wang, Jia Hu

IEEE Trans. Cogn. Commun. Netw., 2020

Quantile Context-Aware Social IoT Service Big Data Recommendation With D2D Communication.

Yifan Yang, Jie Xu, Zichuan Xu, Pan Zhou, Tie Qiu

IEEE Internet Things J., 2020

Adversarial machine learning based partial-model attack in IoT.

Zhengping Luo, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu

Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, 2020

Learning Optimal Sniffer Channel Assignment for Small Cell Cognitive Radio Networks.

Lixing Chen, Zhuo Lu, Pan Zhou, Jie Xu

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Fooling Edge Computation Offloading via Stealthy Interference Attack.

Letian Zhang, Jie Xu

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

2019

Toward Optimal Adaptive Online Shortest Path Routing With Acceleration Under Jamming Attack.

Pan Zhou, Jie Xu, Wei Wang, Yuchong Hu, Dapeng Oliver Wu, Shouling Ji

IEEE/ACM Trans. Netw., 2019

Differentially-Private and Trustworthy Online Social Multimedia Big Data Retrieval in Edge Computing.

Pan Zhou, Kehao Wang, Jie Xu, Dapeng Oliver Wu

IEEE Trans. Multim., 2019

Video Big Data Retrieval Over Media Cloud: A Context-Aware Online Learning Approach.

Yinan Feng, Pan Zhou, Jie Xu, Shouling Ji, Dapeng Wu

IEEE Trans. Multim., 2019

An Energy Efficient Framework for UAV-Assisted Millimeter Wave 5G Heterogeneous Cellular Networks.

Jacob Chakareski, Syed Naqvi, Nicholas Mastronarde, Jie Xu, Fatemeh Afghah, Abolfazl Razi

IEEE Trans. Green Commun. Netw., 2019

Budget-Constrained Edge Service Provisioning With Demand Estimation via Bandit Learning.

Lixing Chen, Jie Xu

IEEE J. Sel. Areas Commun., 2019

The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost.

Mengwei Yang, Linqi Song, Jie Xu, Congduan Li, Guozhen Tan

CoRR, 2019

Privacy-Preserving MEC-Enabled Contextual Online Learning via SDN for Service Selection in IoT.

Difan Mu, Pan Zhou, Qinghua Li, Ruixuan Li, Jie Xu

Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019

Task Replication for Vehicular Cloud: Contextual Combinatorial Bandit with Delayed Feedback.

Lixing Chen, Jie Xu

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Preventing Malware Propagation in D2D Offloading Networks with Strategic Mobile Users.

Letian Zhang, Linqi Song, Jie Xu

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Privacy-Aware Edge Computing Based on Adaptive DNN Partitioning.

Chengshuai Shi, Lixing Chen, Cong Shen, Linqi Song, Jie Xu

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Bayesian Stackelberg Game for Risk-aware Edge Computation Offloading.

Yang Bai, Lixing Chen, Linqi Song, Jie Xu

Proceedings of the 6th ACM Workshop on Moving Target Defense, 2019

2018

Spatio-Temporal Edge Service Placement: A Bandit Learning Approach.

Lixing Chen, Jie Xu, Shaolei Ren, Pan Zhou

IEEE Trans. Wirel. Commun., 2018

Designing Security-Aware Incentives for Computation Offloading via Device-to-Device Communication.

Jie Xu, Lixing Chen, Kun Liu, Cong Shen

IEEE Trans. Wirel. Commun., 2018

Computation Peer Offloading for Energy-Constrained Mobile Edge Computing in Small-Cell Networks.

Lixing Chen, Sheng Zhou, Jie Xu

IEEE/ACM Trans. Netw., 2018

Adaptive Fog Configuration for the Industrial Internet of Things.

Lixing Chen, Pan Zhou, Liang Gao, Jie Xu

IEEE Trans. Ind. Informatics, 2018

Task Offloading and Replication for Vehicular Cloud Computing: A Multi-Armed Bandit Approach.

Lixing Chen, Jie Xu

CoRR, 2018

Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward.

Lixing Chen, Jie Xu, Zhuo Lu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dynamic Edge Caching with Popularity Drifting.

Linqi Song, Jie Xu

Proceedings of the IEEE Information Theory Workshop, 2018

Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks.

Jie Xu, Lixing Chen, Pan Zhou

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Course recommendation of MOOC with big data support: A contextual online learning approach.

Yifan Hou, Pan Zhou, Jie Xu, Dapeng Oliver Wu

Proceedings of the IEEE INFOCOM 2018, 2018

Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing.

Hang Wu, Lixing Chen, Cong Shen, Wujie Wen, Jie Xu

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Energy Efficiency Analysis of UAV-Assisted mmWave HetNets.

Syed Naqvi, Jacob Chakareski, Nicholas Mastronarde, Jie Xu, Fatemeh Afghah, Abolfazl Razi

Proceedings of the 2018 IEEE International Conference on Communications, 2018

DeepN-JPEG: a deep neural network favorable JPEG-based image compression framework.

Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing.

Jie Xu, Lixing Chen, Shaolei Ren

IEEE Trans. Cogn. Commun. Netw., 2017

A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs.

Jie Xu, Kyeong H. Moon, Mihaela van der Schaar

IEEE J. Sel. Top. Signal Process., 2017

EMM: Energy-Aware Mobility Management for Mobile Edge Computing in Ultra Dense Networks.

Yuxuan Sun, Sheng Zhou, Jie Xu

IEEE J. Sel. Areas Commun., 2017

Collaborative Service Caching for Edge Computing in Dense Small Cell Networks.

Lixing Chen, Jie Xu

CoRR, 2017

E2M2: Energy Efficient Mobility Management in Dense Small Cells with Mobile Edge Computing.

Jie Xu, Yuxuan Sun, Lixing Chen, Sheng Zhou

CoRR, 2017

A Contextual Bandit Approach for Stream-Based Active Learning.

Linqi Song, Jie Xu

CoRR, 2017

Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing.

Jie Xu, Hang Wu, Lixing Chen, Cong Shen

CoRR, 2017

Social Intimacy Based IoT Services Mining of Massive Data.

Anni Zhou, Yinan Feng, Pan Zhou, Jie Xu

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

E²M²: Energy efficient mobility management in dense small cells with mobile edge computing.

Jie Xu, Yuxuan Sun, Lixing Chen, Sheng Zhou

Proceedings of the IEEE International Conference on Communications, 2017

Energy efficient mobile edge computing in dense cellular networks.

Lixing Chen, Sheng Zhou, Jie Xu

Proceedings of the IEEE International Conference on Communications, 2017

Computation Peer Offloading in Mobile Edge Computing with Energy Budgets.

Lixing Chen, Jie Xu, Sheng Zhou

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Socially trusted collaborative edge computing in ultra dense networks.

Lixing Chen, Jie Xu

Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

Progressive Prediction of Student Performance in College Programs.

Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Predicting Grades.

Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar

IEEE Trans. Signal Process., 2016

Personalized Course Sequence Recommendations.

Jie Xu, Tianwei Xing, Mihaela van der Schaar

IEEE Trans. Signal Process., 2016

Trend-Aware Video Caching Through Online Learning.

Suoheng Li, Jie Xu, Mihaela van der Schaar, Weiping Li

IEEE Trans. Multim., 2016

To Relay or Not to Relay: Learning Device-to-Device Relaying Strategies in Cellular Networks.

Nicholas Mastronarde, Viral Patel, Jie Xu, Lingjia Liu, Mihaela van der Schaar

IEEE Trans. Mob. Comput., 2016

Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening.

Linqi Song, William Hsu, Jie Xu, Mihaela van der Schaar

IEEE J. Biomed. Health Informatics, 2016

Personalized Active Learning for Activity Classification Using Wireless Wearable Sensors.

Jie Xu, Linqi Song, James Y. Xu, Gregory J. Pottie, Mihaela van der Schaar

IEEE J. Sel. Top. Signal Process., 2016

Bits Learning: User-Adjustable Privacy Versus Accuracy in Internet Traffic Classification.

Zhenlong Yuan, Jie Xu, Yibo Xue, Mihaela van der Schaar

IEEE Commun. Lett., 2016

Less is More: Participation Incentives in D2D-enhanced Mobile Edge Computing under Infectious DDoS Attacks.

Jie Xu, Lixing Chen, Kun Liu, Cong Shen

CoRR, 2016

Stochastic Epidemic Networks with Strategic Link Formation.

Jie Xu

CoRR, 2016

Popularity-driven content caching.

Suoheng Li, Jie Xu, Mihaela van der Schaar, Weiping Li

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Online Learning for Offloading and Autoscaling in Renewable-Powered Mobile Edge Computing.

Jie Xu, Shaolei Ren

Proceedings of the 2016 IEEE Global Communications Conference, 2016

DARC: Timely Classification with Randomly Delayed Features.

Jie Xu, Qi Cai, Cong Shen

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Relaxation for Constrained Decentralized Markov Decision Processes: (Extended Abstract).

Jie Xu

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

Distributed Multi-Agent Online Learning Based on Global Feedback.

Jie Xu, Cem Tekin, Simpson Zhang, Mihaela van der Schaar

IEEE Trans. Signal Process., 2015

Forecasting Popularity of Videos Using Social Media.

Jie Xu, Mihaela van der Schaar, Jiangchuan Liu, Haitao Li

IEEE J. Sel. Top. Signal Process., 2015

Mining the Situation: Spatiotemporal Traffic Prediction With Big Data.

Jie Xu, Dingxiong Deng, Ugur Demiryurek, Cyrus Shahabi, Mihaela van der Schaar

IEEE J. Sel. Top. Signal Process., 2015

Efficient Working and Shirking in Information Sharing Networks.

Jie Xu, Mihaela van der Schaar

IEEE J. Sel. Areas Commun., 2015

Silence is Gold: Strategic Interference Mitigation Using Tokens in Heterogeneous Small Cell Networks.

Cong Shen, Jie Xu, Mihaela van der Schaar

IEEE J. Sel. Areas Commun., 2015

Incentive-compatible demand-side management for smart grids based on review strategies.

Jie Xu, Mihaela van der Schaar

EURASIP J. Adv. Signal Process., 2015

Caring Analytics for Adults With Special Needs.

Marilyn Wolf, Mihaela van der Schaar, Honggab Kim, Jie Xu

IEEE Des. Test, 2015

Timely video popularity forecasting based on social networks.

Jie Xu, Mihaela van der Schaar, Jiangchuan Liu, Haitao Li

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Personalized Grade Prediction: A Data Mining Approach.

Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Online Transfer Learning for Differential Diagnosis Determination.

Jie Xu, Daby M. Sow, Deepak S. Turaga, Mihaela van der Schaar

Proceedings of the World Wide Web and Public Health Intelligence, 2015

2014

Incentive design for heterogeneous user-generated content networks.

Jie Xu, Mihaela van der Schaar

SIGMETRICS Perform. Evaluation Rev., 2014

Sharing in Networks of Strategic Agents.

Jie Xu, Yangbo Song, Mihaela van der Schaar

IEEE J. Sel. Top. Signal Process., 2014

Cooperative Multi-Agent Learning and Coordination for Cognitive Radio Networks.

William R. Zame, Jie Xu, Mihaela van der Schaar

IEEE J. Sel. Areas Commun., 2014

Non-Stationary Resource Allocation Policies for Delay-Constrained Video Streaming: Application to Video over Internet-of-Things-Enabled Networks.

Jie Xu, Yiannis Andreopoulos, Yuanzhang Xiao, Mihaela van der Schaar

IEEE J. Sel. Areas Commun., 2014

Context-Aware Online Spatiotemporal Traffic Prediction.

Jie Xu, Dingxiong Deng, Ugur Demiryurek, Cyrus Shahabi, Mihaela van der Schaar

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Incentivizing information sharing in networks.

Jie Xu, Yangbo Song, Mihaela van der Schaar

Proceedings of the IEEE International Conference on Acoustics, 2014

Context-driven online learning for activity classification in wireless health.

Jie Xu, James Y. Xu, Linqi Song, Gregory J. Pottie, Mihaela van der Schaar

Proceedings of the IEEE Global Communications Conference, 2014

Silence is gold: Strategic small cell interference management using tokens.

Cong Shen, Jie Xu, Mihaela van der Schaar

Proceedings of the IEEE Global Communications Conference, 2014

Network evolution with incomplete information and learning.

Jie Xu, Simpson Zhang, Mihaela van der Schaar

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Interference-Aware Relay Selection Scheme for Two-Hop Relay Networks With Multiple Source-Destination Pairs.

Sheng Zhou, Jie Xu, Zhisheng Niu

IEEE Trans. Veh. Technol., 2013

Token System Design for Autonomic Wireless Relay Networks.

Jie Xu, Mihaela van der Schaar

IEEE Trans. Commun., 2013

Winning the Lottery: Learning Perfect Coordination With Minimal Feedback.

William R. Zame, Jie Xu, Mihaela van der Schaar

IEEE J. Sel. Top. Signal Process., 2013

Information Sharing in Networks of Strategic Agents.

Jie Xu, Yangbo Song, Mihaela van der Schaar

CoRR, 2013

To Relay or Not to Relay: Learning Relaying Strategies in Cellular Device-to-Device Networks.

Nicholas Mastronarde, Viral Patel, Jie Xu, Mihaela van der Schaar

CoRR, 2013

A Design Methodology for Distributed Adaptive Stream Mining Systems.

Stephen Won, Inkeun Cho, Kishan Sudusinghe, Jie Xu, Yu Zhang, Mihaela van der Schaar, Shuvra S. Bhattacharyya

Proceedings of the International Conference on Computational Science, 2013

Rating systems for enhanced cyber-security investments.

Jie Xu, Yu Zhang, Mihaela van der Schaar

Proceedings of the IEEE International Conference on Acoustics, 2013

Learning perfect coordination with minimal feedback in wireless multi-access communications.

William R. Zame, Jie Xu, Mihaela van der Schaar

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Learning relaying strategies in cellular D2D networks with token-based incentives.

Nicholas Mastronarde, Viral Patel, Jie Xu, Mihaela van der Schaar

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

Learning optimal classifier chains for real-time big data mining.

Jie Xu, Cem Tekin, Mihaela van der Schaar

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Social Norm Design for Information Exchange Systems with Limited Observations.

Jie Xu, Mihaela van der Schaar

IEEE J. Sel. Areas Commun., 2012

Designing Rating Systems to Promote Mutual Security for Interconnected Networks

Jie Xu, Yu Zhang, Mihaela van der Schaar

CoRR, 2012

Designing incentives for wireless relay networks using tokens.

Jie Xu, Mihaela van der Schaar

Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

Token-Based Incentive Protocol Design for Online Exchange Systems.

Jie Xu, William R. Zame, Mihaela van der Schaar

Proceedings of the Game Theory for Networks, 2012

Sustaining cooperation in social exchange networks with incomplete global information.

Jie Xu, Mihaela van der Schaar

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Token economy for online exchange systems.

Jie Xu, William R. Zame, Mihaela van der Schaar

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Designing Exchange for Online Communities

Jie Xu, Mihaela van der Schaar, William R. Zame

CoRR, 2011

2010

Exploiting Multiuser Diversity in OFDMA Wireless Mesh Networks by Fractional Spatial Reuse.

Jie Xu, Yiqun Wu, Zhisheng Niu, Jinri Huang

Proceedings of IEEE International Conference on Communications, 2010