Jiaxun Lu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 50

Top Topics

Fault Diagnosis

Communication Systems

High Speed Train

Top Venues

IEEE Internet Things J.

IEEE Trans. Veh. Technol.

Publications

Weixiang Han, Jialiang Peng, Jiahua Yu, Jiawen Kang, Jiaxun Lu, Dusit Niyato
Heterogeneous Data-Aware Federated Learning for Intrusion Detection Systems via Meta-Sampling in Artificial Intelligence of Things. IEEE Internet Things J. 11 (8) (2024)
Yu Zhang, Wei Lin, Sisi Chen, Qingyu Song, Jiaxun Lu, Yunfeng Shao, Bei Yu, Hong Xu
Fed2Com: Towards Efficient Compression in Federated Learning. ICNC (2024)
Ziyu Wang, Binjie Yuan, Jiaxun Lu, Bowen Ding, Yunfeng Shao, Qibin Wu, Jun Zhu
A constrained Bayesian approach to out-of-distribution prediction. UAI (2023)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief, Jie Chuai
How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning. IEEE Internet Things J. 10 (11) (2023)
Peng Peng, Jiaxun Lu, Tingyu Xie, Shuting Tao, Hongwei Wang, Heming Zhang
Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation. IEEE Trans. Ind. Informatics 19 (3) (2023)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
How Global Observation embedding in Vertical-Horizontal Federated Learning. IWCMC (2022)
Zexi Li, Jiaxun Lu, Shuang Luo, Didi Zhu, Yunfeng Shao, Yinchuan Li, Zhimeng Zhang, Chao Wu
Mining Latent Relationships among Clients: Peer-to-peer Federated Learning with Adaptive Neighbor Matching. CoRR (2022)
Peng Peng, Jiaxun Lu, Shuting Tao, Ke Ma, Yi Zhang, Hongwei Wang, Heming Zhang
Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Peng Peng, Xinyue Wang, Jiaxun Lu, Qi Li, Shuting Tao, Zixuan Wang, Hongwei Wang, Heming Zhang
Imbalanced Fault Diagnosis by Supervised Contrastive Learning. CSCWD (2022)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
Convergence Analysis and System Design for Federated Learning Over Wireless Networks. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
Convergence analysis and Design principle for Federated learning in Wireless network. GLOBECOM (2021)
Fengda Zhang, Kun Kuang, Yuxuan Liu, Chao Wu, Fei Wu, Jiaxun Lu, Yunfeng Shao, Jun Xiao
Unified Group Fairness on Federated Learning. CoRR (2021)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
Convergence Analysis and System Design for Federated Learning over Wireless Networks. CoRR (2021)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning. CoRR (2021)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled B. Letaief
Intelligent networking with Mobile Edge Computing: Vision and Challenges for Dynamic Network Scheduling. CoRR (2020)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled B. Letaief
Toward Big Data Processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System. IEEE Internet Things J. 7 (7) (2020)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Minor Probability Events' Detection in Big Data: An Integrated Approach With Bayes Detection and MIM. IEEE Commun. Lett. 23 (3) (2019)
Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli
Active and Adaptive Sequential Learning with Per Time-step Excess Risk Guarantees. ACSSC (2019)
Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli
Model Change Detection with Application to Machine Learning. ICASSP (2019)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled B. Letaief
Towards Big Data Processing in IoT: Network Management for Online Edge Data Processing. GLOBECOM (2019)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Towards Big data processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System. CoRR (2019)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Towards Big data processing in IoT: network management for online edge data processing. CoRR (2019)
Jiaxun Lu, Ke Xiong, Xuhong Chen, Pingyi Fan
Toward Traffic Patterns in High-Speed Railway Communication Systems: Power Allocation and Access Selection. IEEE Trans. Veh. Technol. 67 (12) (2018)
Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli
Active and Adaptive Sequential learning. CoRR (2018)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
To Smart City: Public Safety Network Design for Emergency. IEEE Access 6 (2018)
Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli
Model change detection with application to machine learning. CoRR (2018)
Jiaxun Lu, Xuhong Chen, Shanyun Liu, Pingyi Fan
Location-Aware ICI Reduction in MIMO-OFDM Downlinks for High-Speed Railway Communication Systems. IEEE Trans. Veh. Technol. 67 (4) (2018)
Shanyun Liu, Rui She, Jiaxun Lu, Pingyi Fan
Big Data Viewpoint On Channel Information Measures Based on ACE Algorithm. IWCMC (2018)
Jiaxun Lu, Shuo Wan, Xuhong Chen, Zhengchuan Chen, Pingyi Fan, Khaled Ben Letaief
Beyond Empirical Models: Pattern Formation Driven Placement of UAV Base Stations. IEEE Trans. Wirel. Commun. 17 (6) (2018)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Minor probability events detection in big data: An integrated approach with Bayesian testing and MIM. CoRR (2018)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Information Theory in Formation Control: An Error Analysis to Multi-Robot Formation. Entropy 20 (8) (2018)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Semi-centralized control for multi-robot formation and theoretical lower bound. CoRR (2017)
Jiaxun Lu, Shuo Wan, Xuhong Chen, Pingyi Fan
Energy-efficient 3D UAV-BS Placement Versus Mobile Users' Density and Circuit Power. CoRR (2017)
Jiaxun Lu, Ke Xiong, Xuhong Chen, Pingyi Fan
Differential services in HSR communication systems: Power allocation and antenna selection. APCC (2017)
Shanyun Liu, Rui She, Jiaxun Lu, Pingyi Fan
Shannon Shakes Hands with Chernoff: Big Data Viewpoint On Channel Information Measures. CoRR (2017)
Xuhong Chen, Jiaxun Lu, Tao Li, Pingyi Fan, Khaled Ben Letaief
Directivity-Beamwidth Tradeoff of Massive MIMO Uplink Beamforming for High Speed Train Communication. IEEE Access 5 (2017)
Xuhong Chen, Jiaxun Lu, Pingyi Fan
Massive MIMO Beam-forming for High Speed Train Communication: Directivity vs Beamwidth. CoRR (2017)
Xuhong Chen, Jiaxun Lu, Tao Li, Pingyi Fan, Khaled Ben Letaief
Directivity-Beamwidth Tradeoff of Massive MIMO Uplink Beamforming for High Speed Train Communication. CoRR (2017)
Jiaxun Lu, Ke Xiong, Xuhong Chen, Pingyi Fan
Toward Traffic Patterns in High-speed Railway Communication Systems: Power Allocation and Antenna Selection. CoRR (2017)
Jiaxun Lu, Shuo Wan, Xuhong Chen, Zhengchuan Chen, Pingyi Fan, Khaled Ben Letaief
Beyond Empirical Models: Pattern Formation Driven Placement of UAV Base Stations. CoRR (2017)
Xuhong Chen, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Massive MIMO Beamforming With Transmit Diversity for High Mobility Wireless Communications. IEEE Access 5 (2017)
Jiaxun Lu, Shuo Wan, Xuhong Chen, Pingyi Fan
Energy-Efficient 3D UAV-BS Placement versus Mobile Users' Density and Circuit Power. GLOBECOM Workshops (2017)
Shanyun Liu, Rui She, Pingyi Fan, Jiaxun Lu
Non-parametric message important measure: Compressed storage design for big data in wireless communication systems. APCC (2017)
Jiaxun Lu, Xuhong Chen, Shanyun Liu, Pingyi Fan
Location-Aware Low Complexity ICI Reduction in OFDM Downlinks for High-Speed Railway Communication Systems with Distributed Antennas. VTC Spring (2016)
Xuhong Chen, Jiaxun Lu, Shanyun Liu, Pingyi Fan
Location-Aided Umbrella-Shaped Massive MIMO Beamforming Scheme with Transmit Diversity for High Speed Railway Communications. VTC Spring (2016)
Pingyi Fan, Yunquan Dong, Jiaxun Lu, Shanyun Liu
Message Importance Measure and Its Application to Minority Subset Detection in Big Data. GLOBECOM Workshops (2016)
Pingyi Fan, Yunquan Dong, Jiaxun Lu, Shanyun Liu
Message Importance Measure and Its Application to Minority Subset Detection in Big Data. CoRR (2016)
Jiaxun Lu, Zhengchuan Chen, Pingyi Fan, Khaled Ben Letaief
Subcarrier grouping with environmental sensing for MIMO-OFDM systems over correlated double-selective fading channels. Wirel. Commun. Mob. Comput. 16 (16) (2016)
Jiaxun Lu, Xuhong Chen, Shanyun Liu, Pingyi Fan
Location-aware ICI Reduction in MIMO-OFDM Downlinks for High-speed Railway Communication Systems. CoRR (2016)
Xuhong Chen, Shanyun Liu, Jiaxun Lu, Pingyi Fan, Khaled Ben Letaief
Smart Channel Sounder for 5G IoT: From Wireless Big Data to Active Communication. IEEE Access 4 (2016)
Xuhong Chen, Jiaxun Lu, Pingyi Fan
General hardware framework of Nakagami m parameter estimator for wireless fading channel. HMWC (2015)
Jiaxun Lu, Zhengchuan Chen, Pingyi Fan, Khaled Ben Letaief
Subcarrier Grouping for MIMO-OFDM Systems over Correlated Double-selective Fading Channels. CoRR (2015)
Jiaxun Lu, Pingyi Fan
Precoding with adaptive subcarrier grouping in MIMO-OFDM systems. HMWC (2014)