Jie Xu - RankMe

200 papers A* 17A 3B 12Misc 11Journal 135Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection. AAAI Yuanzhe Peng, Wenwei Zhao, Zhuo Lu, Jie Xu
2026	A*	`conf`	FedALT: Federated Fine-Tuning Through Adaptive Local Training with Rest-of-World LoRA. AAAI Jieming Bian, Lei Wang, Letian Zhang, Jie Xu
2026	J	`jnl`	FedTreeLoRA: Reconciling Statistical and Functional Heterogeneity in Federated LoRA Fine-Tuning. CoRR Jieming Bian, Lei Wang, Letian Zhang, Jie Xu
2026	J	`jnl`	Learning the Optimal Path and DNN Partition for Collaborative Edge Inference. IEEE Trans. Mob. Comput. Yin Huang, Letian Zhang, Jie Xu
2025	J	`jnl`	A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning. CoRR Jieming Bian, Yuanzhe Peng, Lei Wang, Yin Huang, Jie Xu
2025	J	`jnl`	Adaptive LoRA Experts Allocation and Selection for Federated Fine-Tuning. CoRR Lei Wang, Jieming Bian, Letian Zhang, Jie Xu
2025	J	`jnl`	FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-the-World LoRA. CoRR Jieming Bian, Lei Wang, Letian Zhang, Jie Xu
2025	J	`jnl`	FedEL: Federated Elastic Learning for Heterogeneous Devices. CoRR Letian Zhang, Bo Chen, Jieming Bian, Lei Wang, Jie Xu
2025	—	`conf`	IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment. CVPR Workshops Letian Zhang, Ming Li, Chen Chen, Jie Xu
2025	J	`jnl`	Indirect-Communication Federated Learning via Mobile Transporters. IEEE Trans. Mob. Comput. Jieming Bian, Cong Shen, Mingzhe Chen, Jie Xu
2025	J	`jnl`	Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms. CoRR Yuanzhe Peng, Jieming Bian, Lei Wang, Yin Huang, Jie Xu
2025	J	`jnl`	Online Vertical Federated Learning for Cooperative Spectrum Sensing. IEEE Trans. Cogn. Commun. Netw. Heqiang Wang, Jie Xu
2025	J	`jnl`	Quantum Entanglement Path Selection and Qubit Allocation via Adversarial Group Neural Bandits. IEEE Trans. Netw. Yin Huang, Lei Wang, Jie Xu
2024	J	`jnl`	Accelerating Asynchronous Federated Learning Convergence via Opportunistic Mobile Relaying. IEEE Trans. Veh. Technol. Jieming Bian, Jie Xu
2024	J	`jnl`	Accelerating Hybrid Federated Learning Convergence Under Partial Participation. IEEE Trans. Signal Process. Jieming Bian, Lei Wang, Kun Yang, Cong Shen, Jie Xu
2024	A	`conf`	Adaptive User-Centric Entanglement Routing in Quantum Data Networks. ICDCS Lei Wang, Jieming Bian, Jie Xu
2024	A*	`conf`	Adversarial Combinatorial Bandits with Switching Cost and Arm Selection Constraints. INFOCOM Yin Huang, Qingsong Liu, Jie Xu
2024	J	`jnl`	All-in-One Tuning and Structural Pruning for Domain-Specific LLMs. CoRR Lei Lu, Zhepeng Wang, Runxue Bao, Mengbing Wang, Fangyi Li, Yawen Wu, Weiwen Jiang, Jie Xu, Yanzhi Wang, Shangqian Gao
2024	J	`jnl`	Bandwidth Allocation for Federated Learning With Wireless Providers and Cost Constraints. IEEE Trans. Mob. Comput. Jiahao Xue, Zhe Qu, Jie Xu, Yao Liu, Zhuo Lu
2024	—	`conf`	CAFE: Carbon-Aware Federated Learning in Geographically Distributed Data Centers✱. e-Energy Jieming Bian, Lei Wang, Shaolei Ren, Jie Xu
2024	J	`jnl`	CrossVision: Real-Time On-Camera Video Analysis via Common RoI Load Balancing. IEEE Trans. Mob. Comput. Letian Zhang, Zhuo Lu, Linqi Song, Jie Xu
2024	A*	`conf`	Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics. INFOCOM Wenwei Zhao, Xiaowen Li, Shangqing Zhao, Jie Xu, Yao Liu, Zhuo Lu
2024	J	`jnl`	Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics. CoRR Wenwei Zhao, Xiaowen Li, Shangqing Zhao, Jie Xu, Yao Liu, Zhuo Lu
2024	J	`jnl`	FedMM: Federated Multi-Modal Learning with Modality Heterogeneity in Computational Pathology. CoRR Yuanzhe Peng, Jieming Bian, Jie Xu
2024	Misc	`conf`	Federated Learning with Instance-Dependent Noisy Label. ICASSP Lei Wang, Jieming Bian, Jie Xu
2024	Misc	`conf`	Fedmm: Federated Multi-Modal Learning with Modality Heterogeneity in Computational Pathology. ICASSP Yuanzhe Peng, Jieming Bian, Jie Xu
2024	Misc	`conf`	Friends to Help: Saving Federated Learning from Client Dropout. ICASSP Heqiang Wang, Jie Xu
2024	J	`jnl`	Hybrid Federated Learning for Multimodal IoT Systems. IEEE Internet Things J. Yuanzhe Peng, Yusen Wu, Jieming Bian, Jie Xu
2024	A*	`conf`	Joint Horizontal and Vertical Federated Learning for Multimodal IoT. MobiCom Yuanzhe Peng, Zhuo Lu, Jie Xu
2024	J	`jnl`	Learning the Optimal Path and DNN Partition for Collaborative Edge Inference. CoRR Yin Huang, Letian Zhang, Jie Xu
2024	J	`jnl`	LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement. CoRR Jieming Bian, Lei Wang, Letian Zhang, Jie Xu
2024	J	`jnl`	On Adaptive Edge Microservice Placement: A Reinforcement Learning Approach Endowed With Graph Comprehension. IEEE Trans. Mob. Comput. Lixing Chen, Yang Bai, Pan Zhou, Youqi Li, Zhe Qu, Jie Xu
2024	J	`jnl`	On the Local Cache Update Rules in Streaming Federated Learning. IEEE Internet Things J. Heqiang Wang, Jieming Bian, Jie Xu
2024	J	`jnl`	Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning. CoRR Jieming Bian, Lei Wang, Jie Xu
2024	J	`jnl`	Quantum Entanglement Path Selection and Qubit Allocation via Adversarial Group Neural Bandits. CoRR Yin Huang, Lei Wang, Jie Xu
2024	A*	`conf`	Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains. NeurIPS Lei Wang, Jieming Bian, Letian Zhang, Chen Chen, Jie Xu
2024	J	`jnl`	Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains. CoRR Lei Wang, Jieming Bian, Letian Zhang, Chen Chen, Jie Xu
2023	J	`jnl`	Accelerating Hybrid Federated Learning Convergence under Partial Participation. CoRR Jieming Bian, Lei Wang, Kun Yang, Cong Shen, Jie Xu
2023	J	`jnl`	Achieving privacy-preserving cross-silo anomaly detection using federated XGBoost. J. Frankl. Inst. Mengwei Yang, Shuqi Liu, Jie Xu, Guozhen Tan, Congduan Li, Linqi Song
2023	A*	`conf`	Adversarial Group Linear Bandits and Its Application to Collaborative Edge Inference. INFOCOM Yin Huang, Letian Zhang, Jie Xu
2023	J	`jnl`	Automated Customization of On-Device Inference for Quality-of-Experience Enhancement. IEEE Trans. Computers Yang Bai, Lixing Chen, Shaolei Ren, Jie Xu
2023	J	`jnl`	CAFE: Carbon-Aware Federated Learning in Geographically Distributed Data Centers. CoRR Jieming Bian, Shaolei Ren, Jie Xu
2023	—	`conf`	CPD 2023: The 6th International Workshop on Combining Physical and Data-Driven Knowledge in Ubiquitous Computing. UbiComp/ISWC Adjunct Yuanzhang Xiao, Jie Xu, Weiwei Jiang
2023	—	`conf`	Client Clustering for Energy-Efficient Clustered Federated Learning in Wireless Networks. UbiComp/ISWC Adjunct Jieming Bian, Jie Xu
2023	J	`jnl`	E CoRR Letian Zhang, Jie Xu
2023	—	`conf`	E3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation. IoTDI Letian Zhang, Jie Xu
2023	Misc	`conf`	Federated Learning via Indirect Server-Client Communications. CISS Jieming Bian, Cong Shen, Jie Xu
2023	J	`jnl`	Federated Learning via Indirect Server-Client Communications. CoRR Jieming Bian, Cong Shen, Jie Xu
2023	J	`jnl`	Federated Learning with Instance-Dependent Noisy Label. CoRR Lei Wang, Jieming Bian, Jie Xu
2023	J	`jnl`	IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment. CoRR Letian Zhang, Ming Li, Chen Chen, Jie Xu
2023	J	`jnl`	Joint Client Assignment and UAV Route Planning for Indirect-Communication Federated Learning. CoRR Jieming Bian, Cong Shen, Jie Xu
2023	Misc	`conf`	Mobility-Assisted Federated Learning for Vehicular Edge Computing. ACSSC Jieming Bian, Jie Xu
2023	J	`jnl`	Multicore Federated Learning for Mobile-Edge Computing Platforms. IEEE Internet Things J. Yang Bai, Lixing Chen, Jianhua Li, Jun Wu, Pan Zhou, Zichuan Xu, Jie Xu
2023	J	`jnl`	NeuE: Automated Neural Network Ensembles for Edge Intelligence. IEEE Trans. Emerg. Top. Comput. Yang Bai, Lixing Chen, Jie Xu
2023	J	`jnl`	On the Convergence of Multi-Server Federated Learning With Overlapping Area. IEEE Trans. Mob. Comput. Zhe Qu, Xingyu Li, Jie Xu, Bo Tang, Zhuo Lu, Yao Liu
2023	J	`jnl`	On the Local Cache Update Rules in Streaming Federated Learning. CoRR Heqiang Wang, Jieming Bian, Jie Xu
2023	J	`jnl`	Online Vertical Federated Learning for Cooperative Spectrum Sensing. CoRR Heqiang Wang, Jie Xu
2022	J	`jnl`	Automated Ensemble for Deep Learning Inference on Edge Computing Platforms. IEEE Internet Things J. Yang Bai, Lixing Chen, Mohamed Abdel-Mottaleb, Jie Xu
2022	J	`jnl`	Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks. IEEE Trans. Wirel. Commun. Jie Xu, Heqiang Wang, Lixing Chen
2022	J	`jnl`	Context-Aware Online Client Selection for Hierarchical Federated Learning. IEEE Trans. Parallel Distributed Syst. Zhe Qu, Rui Duan, Lixing Chen, Jie Xu, Zhuo Lu, Yao Liu
2022	J	`jnl`	Friends to Help: Saving Federated Learning from Client Dropout. CoRR Heqiang Wang, Jie Xu
2022	J	`jnl`	Improving QoE of Deep Neural Network Inference on Edge Devices: A Bandit Approach. IEEE Internet Things J. Bingqian Lu, Jianyi Yang, Jie Xu, Shaolei Ren
2022	J	`jnl`	Learning the Optimal Partition for Collaborative DNN Training With Privacy Requirements. IEEE Internet Things J. Letian Zhang, Jie Xu
2022	J	`jnl`	Mobility Improves the Convergence of Asynchronous Federated Learning. CoRR Jieming Bian, Jie Xu
2022	Misc	`conf`	On Federated Learning with Energy Harvesting Clients. ICASSP Cong Shen, Jing Yang, Jie Xu
2022	J	`jnl`	On Federated Learning with Energy Harvesting Clients. CoRR Cong Shen, Jing Yang, Jie Xu
2022	J	`jnl`	On the Convergence of Multi-Server Federated Learning with Overlapping Area. CoRR Zhe Qu, Xingyu Li, Jie Xu, Bo Tang, Zhuo Lu, Yao Liu
2022	J	`jnl`	When Attackers Meet AI: Learning-Empowered Attacks in Cooperative Spectrum Sensing. IEEE Trans. Mob. Comput. Zhengping Luo, Shangqing Zhao, Zhuo Lu, Jie Xu, Yalin E. Sagduyu
2021	B	`conf`	Adaptive Deep Neural Network Ensemble for Inference-as-a-Service on Edge Computing Platforms. MASS Yang Bai, Lixing Chen, Letian Zhang, Mohamed Abdel-Mottaleb, Jie Xu
2021	J	`jnl`	An effective design method for mechanical metamaterials with negative Poisson's ratios. Int. J. Manuf. Res. Jie Xu, Mi Xiao, Hao Li, Liang Gao
2021	A*	`conf`	Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning. WWW Letian Zhang, Lixing Chen, Jie Xu
2021	J	`jnl`	Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning. CoRR Letian Zhang, Lixing Chen, Jie Xu
2021	J	`jnl`	Automated Customization of On-Thing Inference for Quality-of-Experience Enhancement. CoRR Yang Bai, Lixing Chen, Shaolei Ren, Jie Xu
2021	J	`jnl`	Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks. CoRR Jie Xu, Heqiang Wang, Lixing Chen
2021	J	`jnl`	Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective. IEEE Trans. Wirel. Commun. Jie Xu, Heqiang Wang
2021	J	`jnl`	Collaborative Service Placement for Edge Computing in Dense Small Cell Networks. IEEE Trans. Mob. Comput. Lixing Chen, Cong Shen, Pan Zhou, Jie Xu
2021	J	`jnl`	Context-Aware Online Client Selection for Hierarchical Federated Learning. CoRR Zhe Qu, Rui Duan, Lixing Chen, Jie Xu, Zhuo Lu, Yao Liu
2021	J	`jnl`	FedSEAL: Semi-Supervised Federated Learning with Self-Ensemble Learning and Negative Learning. CoRR Jieming Bian, Zhu Fu, Jie Xu
2021	J	`jnl`	How to Test the Randomness From the Wireless Channel for Security? IEEE Trans. Inf. Forensics Secur. Zhe Qu, Shangqing Zhao, Jie Xu, Zhuo Lu, Yao Liu
2021	J	`jnl`	How to Test the Randomness from the Wireless Channel for Security? CoRR Zhe Qu, Shangqing Zhao, Jie Xu, Zhuo Lu, Yao Liu
2021	—	`conf`	Low-cost Influence-Limiting Defense against Adversarial Machine Learning Attacks in Cooperative Spectrum Sensing. WiseML@WiSec Zhengping Luo, Shangqing Zhao, Rui Duan, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
2021	J	`jnl`	Personalized Education in the AI Era: What to Expect Next? CoRR Setareh Maghsudi, Andrew S. Lan, Jie Xu, Mihaela van der Schaar
2021	J	`jnl`	Personalized Education in the Artificial Intelligence Era: What to Expect Next. IEEE Signal Process. Mag. Setareh Maghsudi, Andrew S. Lan, Jie Xu, Mihaela van der Schaar
2021	J	`jnl`	Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges. IEEE Commun. Mag. Cong Shen, Jie Xu, Sihui Zheng, Xiang Chen
2021	J	`jnl`	Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges. CoRR Cong Shen, Jie Xu, Sihui Zheng, Xiang Chen
2021	J	`jnl`	Seek Common While Shelving Differences: Orchestrating Deep Neural Networks for Edge Service Provisioning. IEEE J. Sel. Areas Commun. Lixing Chen, Jie Xu
2020	J	`jnl`	Adversarial Machine Learning based Partial-model Attack in IoT. CoRR Zhengping Luo, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
2020	—	`conf`	Adversarial machine learning based partial-model attack in IoT. WiseML@WiSec Zhengping Luo, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu
2020	J	`jnl`	Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective. CoRR Jie Xu, Heqiang Wang
2020	J	`jnl`	Collaborative Content Placement Among Wireless Edge Caching Stations With Time-to-Live Cache. IEEE Trans. Multim. Lixing Chen, Linqi Song, Jacob Chakareski, Jie Xu
2020	J	`jnl`	Differential Security Game in Heterogeneous Device-to-Device Offloading Network Under Epidemic Risks. IEEE Trans. Netw. Sci. Eng. Letian Zhang, Jie Xu
2020	Misc	`conf`	Fooling Edge Computation Offloading via Stealthy Interference Attack. SEC Letian Zhang, Jie Xu
2020	J	`jnl`	Human-Behavior and QoE-Aware Dynamic Channel Allocation for 5G Networks: A Latent Contextual Bandit Learning Approach. IEEE Trans. Cogn. Commun. Netw. Pan Zhou, Jie Xu, Wei Wang, Changkun Jiang, Kehao Wang, Jia Hu
2020	A*	`conf`	Learning Optimal Sniffer Channel Assignment for Small Cell Cognitive Radio Networks. INFOCOM Lixing Chen, Zhuo Lu, Pan Zhou, Jie Xu
2020	J	`jnl`	Quantile Context-Aware Social IoT Service Big Data Recommendation With D2D Communication. IEEE Internet Things J. Yifan Yang, Jie Xu, Zichuan Xu, Pan Zhou, Tie Qiu
2020	J	`jnl`	Risk-Aware Edge Computation Offloading Using Bayesian Stackelberg Game. IEEE Trans. Netw. Serv. Manag. Yang Bai, Lixing Chen, Linqi Song, Jie Xu
2019	J	`jnl`	An Energy Efficient Framework for UAV-Assisted Millimeter Wave 5G Heterogeneous Cellular Networks. IEEE Trans. Green Commun. Netw. Jacob Chakareski, Syed Naqvi, Nicholas Mastronarde, Jie Xu, Fatemeh Afghah, Abolfazl Razi
2019	—	`conf`	Bayesian Stackelberg Game for Risk-aware Edge Computation Offloading. MTD@CCS Yang Bai, Lixing Chen, Linqi Song, Jie Xu
2019	J	`jnl`	Budget-Constrained Edge Service Provisioning With Demand Estimation via Bandit Learning. IEEE J. Sel. Areas Commun. Lixing Chen, Jie Xu
2019	J	`jnl`	Budget-constrained Edge Service Provisioning with Demand Estimation via Bandit Learning. CoRR Lixing Chen, Jie Xu
2019	J	`jnl`	Differentially-Private and Trustworthy Online Social Multimedia Big Data Retrieval in Edge Computing. IEEE Trans. Multim. Pan Zhou, Kehao Wang, Jie Xu, Dapeng Oliver Wu
2019	B	`conf`	Preventing Malware Propagation in D2D Offloading Networks with Strategic Mobile Users. GLOBECOM Letian Zhang, Linqi Song, Jie Xu
2019	B	`conf`	Privacy-Aware Edge Computing Based on Adaptive DNN Partitioning. GLOBECOM Chengshuai Shi, Lixing Chen, Cong Shen, Linqi Song, Jie Xu
2019	B	`conf`	Privacy-Preserving MEC-Enabled Contextual Online Learning via SDN for Service Selection in IoT. MASS Difan Mu, Pan Zhou, Qinghua Li, Ruixuan Li, Jie Xu
2019	A*	`conf`	Task Replication for Vehicular Cloud: Contextual Combinatorial Bandit with Delayed Feedback. INFOCOM Lixing Chen, Jie Xu
2019	J	`jnl`	The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost. CoRR Mengwei Yang, Linqi Song, Jie Xu, Congduan Li, Guozhen Tan
2019	J	`jnl`	Toward Optimal Adaptive Online Shortest Path Routing With Acceleration Under Jamming Attack. IEEE/ACM Trans. Netw. Pan Zhou, Jie Xu, Wei Wang, Yuchong Hu, Dapeng Oliver Wu, Shouling Ji
2019	J	`jnl`	Video Big Data Retrieval Over Media Cloud: A Context-Aware Online Learning Approach. IEEE Trans. Multim. Yinan Feng, Pan Zhou, Jie Xu, Shouling Ji, Dapeng Wu
2019	J	`jnl`	When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing. CoRR Zhengping Luo, Shangqing Zhao, Zhuo Lu, Jie Xu, Yalin E. Sagduyu
2018	J	`jnl`	Adaptive Fog Configuration for the Industrial Internet of Things. CoRR Lixing Chen, Pan Zhou, Liang Gao, Jie Xu
2018	J	`jnl`	Adaptive Fog Configuration for the Industrial Internet of Things. IEEE Trans. Ind. Informatics Lixing Chen, Pan Zhou, Liang Gao, Jie Xu
2018	J	`jnl`	Computation Peer Offloading for Energy-Constrained Mobile Edge Computing in Small-Cell Networks. IEEE/ACM Trans. Netw. Lixing Chen, Sheng Zhou, Jie Xu
2018	A*	`conf`	Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward. NeurIPS Lixing Chen, Jie Xu, Zhuo Lu
2018	—	`conf`	Course recommendation of MOOC with big data support: A contextual online learning approach. INFOCOM Workshops Yifan Hou, Pan Zhou, Jie Xu, Dapeng Oliver Wu
2018	J	`jnl`	DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework. CoRR Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan
2018	A*	`conf`	DeepN-JPEG: a deep neural network favorable JPEG-based image compression framework. DAC Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan
2018	J	`jnl`	Designing Security-Aware Incentives for Computation Offloading via Device-to-Device Communication. IEEE Trans. Wirel. Commun. Jie Xu, Lixing Chen, Kun Liu, Cong Shen
2018	B	`conf`	Dynamic Edge Caching with Popularity Drifting. ITW Linqi Song, Jie Xu
2018	J	`jnl`	Dynamic Edge Caching with Popularity Drifting. CoRR Linqi Song, Jie Xu
2018	—	`conf`	Energy Efficiency Analysis of UAV-Assisted mmWave HetNets. ICC Syed Naqvi, Jacob Chakareski, Nicholas Mastronarde, Jie Xu, Fatemeh Afghah, Abolfazl Razi
2018	A*	`conf`	Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks. INFOCOM Jie Xu, Lixing Chen, Pan Zhou
2018	J	`jnl`	Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks. CoRR Jie Xu, Lixing Chen, Pan Zhou
2018	—	`conf`	Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing. ICC Hang Wu, Lixing Chen, Cong Shen, Wujie Wen, Jie Xu
2018	J	`jnl`	Spatio-Temporal Edge Service Placement: A Bandit Learning Approach. IEEE Trans. Wirel. Commun. Lixing Chen, Jie Xu, Shaolei Ren, Pan Zhou
2018	J	`jnl`	Spatio-temporal Edge Service Placement: A Bandit Learning Approach. CoRR Lixing Chen, Jie Xu, Shaolei Ren, Pan Zhou
2018	J	`jnl`	Task Offloading and Replication for Vehicular Cloud Computing: A Multi-Armed Bandit Approach. CoRR Lixing Chen, Jie Xu
2017	J	`jnl`	A Contextual Bandit Approach for Stream-Based Active Learning. CoRR Linqi Song, Jie Xu
2017	J	`jnl`	A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs. IEEE J. Sel. Top. Signal Process. Jie Xu, Kyeong H. Moon, Mihaela van der Schaar
2017	J	`jnl`	Collaborative Service Caching for Edge Computing in Dense Small Cell Networks. CoRR Lixing Chen, Jie Xu
2017	J	`jnl`	Computation Peer Offloading for Energy-Constrained Mobile Edge Computing in Small-Cell Networks. CoRR Lixing Chen, Sheng Zhou, Jie Xu
2017	B	`conf`	Computation Peer Offloading in Mobile Edge Computing with Energy Budgets. GLOBECOM Lixing Chen, Jie Xu, Sheng Zhou
2017	—	`conf`	E ICC Jie Xu, Yuxuan Sun, Lixing Chen, Sheng Zhou
2017	J	`jnl`	E2M2: Energy Efficient Mobility Management in Dense Small Cells with Mobile Edge Computing. CoRR Jie Xu, Yuxuan Sun, Lixing Chen, Sheng Zhou
2017	J	`jnl`	EMM: Energy-Aware Mobility Management for Mobile Edge Computing in Ultra Dense Networks. CoRR Yuxuan Sun, Sheng Zhou, Jie Xu
2017	J	`jnl`	EMM: Energy-Aware Mobility Management for Mobile Edge Computing in Ultra Dense Networks. IEEE J. Sel. Areas Commun. Yuxuan Sun, Sheng Zhou, Jie Xu
2017	J	`jnl`	Energy Efficient Mobile Edge Computing in Dense Cellular Networks. CoRR Lixing Chen, Sheng Zhou, Jie Xu
2017	—	`conf`	Energy efficient mobile edge computing in dense cellular networks. ICC Lixing Chen, Sheng Zhou, Jie Xu
2017	J	`jnl`	Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing. CoRR Jie Xu, Hang Wu, Lixing Chen, Cong Shen
2017	J	`jnl`	Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing. CoRR Jie Xu, Lixing Chen, Shaolei Ren
2017	J	`jnl`	Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing. IEEE Trans. Cogn. Commun. Netw. Jie Xu, Lixing Chen, Shaolei Ren
2017	A*	`conf`	Progressive Prediction of Student Performance in College Programs. AAAI Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar
2017	—	`conf`	Social Intimacy Based IoT Services Mining of Massive Data. ICDM Workshops Anni Zhou, Yinan Feng, Pan Zhou, Jie Xu
2017	J	`jnl`	Socially Trusted Collaborative Edge Computing in Ultra Dense Networks. CoRR Lixing Chen, Jie Xu
2017	Misc	`conf`	Socially trusted collaborative edge computing in ultra dense networks. SEC Lixing Chen, Jie Xu
2016	J	`jnl`	Bits Learning: User-Adjustable Privacy Versus Accuracy in Internet Traffic Classification. IEEE Commun. Lett. Zhenlong Yuan, Jie Xu, Yibo Xue, Mihaela van der Schaar
2016	B	`conf`	DARC: Timely Classification with Randomly Delayed Features. GLOBECOM Jie Xu, Qi Cai, Cong Shen
2016	J	`jnl`	Less is More: Participation Incentives in D2D-enhanced Mobile Edge Computing under Infectious DDoS Attacks. CoRR Jie Xu, Lixing Chen, Kun Liu, Cong Shen
2016	B	`conf`	Online Learning for Offloading and Autoscaling in Renewable-Powered Mobile Edge Computing. GLOBECOM Jie Xu, Shaolei Ren
2016	J	`jnl`	Online Learning for Offloading and Autoscaling in Renewable-Powered Mobile Edge Computing. CoRR Jie Xu, Shaolei Ren
2016	J	`jnl`	Personalized Active Learning for Activity Classification Using Wireless Wearable Sensors. IEEE J. Sel. Top. Signal Process. Jie Xu, Linqi Song, James Y. Xu, Gregory J. Pottie, Mihaela van der Schaar
2016	J	`jnl`	Personalized Course Sequence Recommendations. IEEE Trans. Signal Process. Jie Xu, Tianwei Xing, Mihaela van der Schaar
2016	A*	`conf`	Popularity-driven content caching. INFOCOM Suoheng Li, Jie Xu, Mihaela van der Schaar, Weiping Li
2016	J	`jnl`	Predicting Grades. IEEE Trans. Signal Process. Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar
2016	A	`conf`	Relaxation for Constrained Decentralized Markov Decision Processes: (Extended Abstract). AAMAS Jie Xu
2016	J	`jnl`	Stochastic Epidemic Networks with Strategic Link Formation. CoRR Jie Xu
2016	J	`jnl`	To Relay or Not to Relay: Learning Device-to-Device Relaying Strategies in Cellular Networks. IEEE Trans. Mob. Comput. Nicholas Mastronarde, Viral Patel, Jie Xu, Lingjia Liu, Mihaela van der Schaar
2016	J	`jnl`	Trend-Aware Video Caching Through Online Learning. IEEE Trans. Multim. Suoheng Li, Jie Xu, Mihaela van der Schaar, Weiping Li
2016	J	`jnl`	Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening. IEEE J. Biomed. Health Informatics Linqi Song, William Hsu, Jie Xu, Mihaela van der Schaar
2015	J	`jnl`	Caring Analytics for Adults With Special Needs. IEEE Des. Test Marilyn Wolf, Mihaela van der Schaar, Honggab Kim, Jie Xu
2015	J	`jnl`	Distributed Multi-Agent Online Learning Based on Global Feedback. IEEE Trans. Signal Process. Jie Xu, Cem Tekin, Simpson Zhang, Mihaela van der Schaar
2015	J	`jnl`	Efficient Working and Shirking in Information Sharing Networks. IEEE J. Sel. Areas Commun. Jie Xu, Mihaela van der Schaar
2015	J	`jnl`	Forecasting Popularity of Videos Using Social Media. IEEE J. Sel. Top. Signal Process. Jie Xu, Mihaela van der Schaar, Jiangchuan Liu, Haitao Li
2015	J	`jnl`	Incentive-compatible demand-side management for smart grids based on review strategies. EURASIP J. Adv. Signal Process. Jie Xu, Mihaela van der Schaar
2015	J	`jnl`	Mining the Situation: Spatiotemporal Traffic Prediction With Big Data. IEEE J. Sel. Top. Signal Process. Jie Xu, Dingxiong Deng, Ugur Demiryurek, Cyrus Shahabi, Mihaela van der Schaar
2015	—	`conf`	Online Transfer Learning for Differential Diagnosis Determination. AAAI Workshop: WWW and Public Health Intelligence Jie Xu, Daby M. Sow, Deepak S. Turaga, Mihaela van der Schaar
2015	J	`jnl`	Personalized Course Sequence Recommendations. CoRR Jie Xu, Tianwei Xing, Mihaela van der Schaar
2015	A*	`conf`	Personalized Grade Prediction: A Data Mining Approach. ICDM Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar
2015	J	`jnl`	Predicting Grades. CoRR Yannick Meier, Jie Xu, Onur Atan, Mihaela van der Schaar
2015	J	`jnl`	Silence is Gold: Strategic Interference Mitigation Using Tokens in Heterogeneous Small Cell Networks. IEEE J. Sel. Areas Commun. Cong Shen, Jie Xu, Mihaela van der Schaar
2015	A*	`conf`	Timely video popularity forecasting based on social networks. INFOCOM Jie Xu, Mihaela van der Schaar, Jiangchuan Liu, Haitao Li
2014	—	`conf`	Context-Aware Online Spatiotemporal Traffic Prediction. ICDM Workshops Jie Xu, Dingxiong Deng, Ugur Demiryurek, Cyrus Shahabi, Mihaela van der Schaar
2014	B	`conf`	Context-driven online learning for activity classification in wireless health. GLOBECOM Jie Xu, James Y. Xu, Linqi Song, Gregory J. Pottie, Mihaela van der Schaar
2014	J	`jnl`	Cooperative Multi-Agent Learning and Coordination for Cognitive Radio Networks. IEEE J. Sel. Areas Commun. William R. Zame, Jie Xu, Mihaela van der Schaar
2014	J	`jnl`	Forecasting Popularity of Videos using Social Media. CoRR Jie Xu, Mihaela van der Schaar, Jiangchuan Liu, Haitao Li
2014	J	`jnl`	Incentive design for heterogeneous user-generated content networks. SIGMETRICS Perform. Evaluation Rev. Jie Xu, Mihaela van der Schaar
2014	Misc	`conf`	Incentivizing information sharing in networks. ICASSP Jie Xu, Yangbo Song, Mihaela van der Schaar
2014	—	`conf`	Network evolution with incomplete information and learning. Allerton Jie Xu, Simpson Zhang, Mihaela van der Schaar
2014	J	`jnl`	Non-Stationary Resource Allocation Policies for Delay-Constrained Video Streaming: Application to Video over Internet-of-Things-Enabled Networks. IEEE J. Sel. Areas Commun. Jie Xu, Yiannis Andreopoulos, Yuanzhang Xiao, Mihaela van der Schaar
2014	J	`jnl`	Non-stationary Resource Allocation Policies for Delay-constrained Video Streaming: Application to Video over Internet-of-Things-enabled Networks. CoRR Jie Xu, Yiannis Andreopoulos, Yuanzhang Xiao, Mihaela van der Schaar
2014	J	`jnl`	Sharing in Networks of Strategic Agents. IEEE J. Sel. Top. Signal Process. Jie Xu, Yangbo Song, Mihaela van der Schaar
2014	B	`conf`	Silence is gold: Strategic small cell interference management using tokens. GLOBECOM Cong Shen, Jie Xu, Mihaela van der Schaar
2013	Misc	`conf`	A Design Methodology for Distributed Adaptive Stream Mining Systems. ICCS Stephen Won, Inkeun Cho, Kishan Sudusinghe, Jie Xu, Yu Zhang, Mihaela van der Schaar, Shuvra S. Bhattacharyya
2013	J	`jnl`	Information Sharing in Networks of Strategic Agents. CoRR Jie Xu, Yangbo Song, Mihaela van der Schaar
2013	J	`jnl`	Interference-Aware Relay Selection Scheme for Two-Hop Relay Networks With Multiple Source-Destination Pairs. IEEE Trans. Veh. Technol. Sheng Zhou, Jie Xu, Zhisheng Niu
2013	—	`conf`	Learning optimal classifier chains for real-time big data mining. Allerton Jie Xu, Cem Tekin, Mihaela van der Schaar
2013	B	`conf`	Learning perfect coordination with minimal feedback in wireless multi-access communications. GLOBECOM William R. Zame, Jie Xu, Mihaela van der Schaar
2013	—	`conf`	Learning relaying strategies in cellular D2D networks with token-based incentives. GLOBECOM Workshops Nicholas Mastronarde, Viral Patel, Jie Xu, Mihaela van der Schaar
2013	Misc	`conf`	Rating systems for enhanced cyber-security investments. ICASSP Jie Xu, Yu Zhang, Mihaela van der Schaar
2013	J	`jnl`	To Relay or Not to Relay: Learning Relaying Strategies in Cellular Device-to-Device Networks. CoRR Nicholas Mastronarde, Viral Patel, Jie Xu, Mihaela van der Schaar
2013	J	`jnl`	Token System Design for Autonomic Wireless Relay Networks. IEEE Trans. Commun. Jie Xu, Mihaela van der Schaar
2013	J	`jnl`	Winning the Lottery: Learning Perfect Coordination With Minimal Feedback. IEEE J. Sel. Top. Signal Process. William R. Zame, Jie Xu, Mihaela van der Schaar
2012	J	`jnl`	Designing Rating Systems to Promote Mutual Security for Interconnected Networks CoRR Jie Xu, Yu Zhang, Mihaela van der Schaar
2012	B	`conf`	Designing incentives for wireless relay networks using tokens. WiOpt Jie Xu, Mihaela van der Schaar
2012	J	`jnl`	Social Norm Design for Information Exchange Systems with Limited Observations CoRR Jie Xu, Mihaela van der Schaar
2012	J	`jnl`	Social Norm Design for Information Exchange Systems with Limited Observations. IEEE J. Sel. Areas Commun. Jie Xu, Mihaela van der Schaar
2012	—	`conf`	Sustaining cooperation in social exchange networks with incomplete global information. CDC Jie Xu, Mihaela van der Schaar
2012	A	`conf`	Token economy for online exchange systems. AAMAS Jie Xu, William R. Zame, Mihaela van der Schaar
2012	—	`conf`	Token-Based Incentive Protocol Design for Online Exchange Systems. GAMENETS Jie Xu, William R. Zame, Mihaela van der Schaar
2011	J	`jnl`	Designing Exchange for Online Communities CoRR Jie Xu, Mihaela van der Schaar, William R. Zame
2010	—	`conf`	Exploiting Multiuser Diversity in OFDMA Wireless Mesh Networks by Fractional Spatial Reuse. ICC Jie Xu, Yiqun Wu, Zhisheng Niu, Jinri Huang