Lixing Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 70

Top Topics

Intrusion Detection

Neural Network Ensembles

Stackelberg Game

Top Venues

IEEE Trans. Mob. Comput.

Publications

Wanfang Su, Lixing Chen, Yang Bai, Xi Lin, Gaolei Li, Zhe Qu, Pan Zhou
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception. AAAI (2024)
Lingji Xu, Lixing Chen, Zixin Wang, Weihua Jiang, Zhenglin Li
Multiple synchro-tuning chirplet transform. Digit. Signal Process. 144 (2024)
Yuliang Chen, Xi Lin, Gaolei Li, Lixing Chen, Jing Wang, Siyi Liao, Jianhua Li
Trading Trust for Privacy: Socially-Motivated Personalized Privacy-Preserving Collaborative Learning in IoT. CSCWD (2024)
Hua Ding, Lixing Chen, Shenghong Li, Yang Bai, Pan Zhou, Zhe Qu
Divide, Conquer, and Coalesce: Meta Parallel Graph Neural Network for IoT Intrusion Detection at Scale. WWW (2024)
Xiuzhen Chen, Weicheng Qiu, Lixing Chen, Yinghua Ma, Jin Ma
Fast and practical intrusion detection system based on federated learning for VANET. Comput. Secur. 142 (2024)
Wanfang Su, Lixing Chen, Yang Bai, Xi Lin, Gaolei Li, Zhe Qu, Pan Zhou
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception. CoRR (2024)
Xiaokang Pan, Xingyu Li, Jin Liu, Tao Sun, Kai Sun, Lixing Chen, Zhe Qu
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations. CoRR (2024)
Jing Wu, Qimei Chen, Hao Jiang, Haozhao Wang, Yulai Xie, Wenzheng Xu, Pan Zhou, Zichuan Xu, Lixing Chen, Beibei Li, Xiumin Wang, Dapeng Oliver Wu
Joint Power and Coverage Control of Massive UAVs in Post-Disaster Emergency Networks: An Aggregative Game-Theoretic Learning Approach. IEEE Trans. Netw. Sci. Eng. 11 (4) (2024)
Yang Bai, Lixing Chen, Shaolei Ren, Jie Xu
Automated Customization of On-Device Inference for Quality-of-Experience Enhancement. IEEE Trans. Computers 72 (5) (2023)
Yang Bai, Lixing Chen, Jianhua Li, Jun Wu, Pan Zhou, Zichuan Xu, Jie Xu
Multicore Federated Learning for Mobile-Edge Computing Platforms. IEEE Internet Things J. 10 (7) (2023)
Yang Bai, Lixing Chen, Jie Xu
NeuE: Automated Neural Network Ensembles for Edge Intelligence. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Daizong Liu, Xiaoye Qu, Jianfeng Dong, Guoshun Nan, Pan Zhou, Zichuan Xu, Lixing Chen, He Yan, Yu Cheng
Filling the Information Gap between Video and Query for Language-Driven Moment Retrieval. ACM Multimedia (2023)
Zixin Wang, Lingji Xu, Lixing Chen, Weihua Jiang, Fanchang Zeng, Xinzhe Chen
Combining Synchrosqueezing Transform and Encoder-Decoder Classification Network for Modulation Recognition of Underwater Acoustic Communication Signals. ICSPCC (2023)
Zichuan Xu, Lizhen Zhou, Sid Chi-Kin Chau, Weifa Liang, Haipeng Dai, Lixing Chen, Wenzheng Xu, Qiufen Xia, Pan Zhou
Near-Optimal and Collaborative Service Caching in Mobile Edge Clouds. IEEE Trans. Mob. Comput. 22 (7) (2023)
Xuewei Hou, Lixing Chen, Junhua Tang, Jianhua Li, Wu Yang
Hierarchical Swarm Learning for Edge-Assisted Collaborative Vehicle Trajectory Prediction. ICC (2023)
Siyuan Li, Xi Lin, Gaolei Li, Lixing Chen, Siyi Liao, Jing Wang, Jianhua Li
DPG-DT: Differentially Private Generative Digital Twin for Imbalanced Learning in Industrial IoT. MSN (2023)
Zixin Wang, Lixing Chen, Peng Xiao, Lingji Xu, Zhenglin Li
Enhancing time-frequency resolution via deep-learning framework. IET Signal Process. 17 (4) (2023)
Zhe Qu, Xingyu Li, Xiao Han, Rui Duan, Chengchao Shen, Lixing Chen
How to Prevent the Poor Performance Clients for Personalized Federated Learning? CVPR (2023)
Jiajin Yang, Lixing Chen, Junhua Tang, Jianhua Li, Wu Yang
Swarm Reinforcement Learning for Collaborative Content Caching in Information Centric Networks. ICC (2023)
Chengzhong Xu, Hongxia Li, Jianping Yang, Yunzhu Peng, Hongyan Cai, Jing Zhou, Wenyi Gu, Lixing Chen
Interpretable prediction of 3-year all-cause mortality in patients with chronic heart failure based on machine learning. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Youqi Li, Fan Li, Lixing Chen, Liehuang Zhu, Pan Zhou, Yu Wang
Power of Redundancy: Surplus Client Scheduling for Federated Learning Against User Uncertainties. IEEE Trans. Mob. Comput. 22 (9) (2023)
Qinghua Mao, Xi Lin, Gaolei Li, Lixing Chen, Yuchen Liu, Yuxin Qi, Jianhua Li
Ensuring Minority Group Rights in Social IoT with Fairness-aware Federated Graph Node Classification. ISPA/BDCloud/SocialCom/SustainCom (2023)
Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou
Data Poisoning Attack to X-armed Bandits. TrustCom (2022)
Jie Xu, Heqiang Wang, Lixing Chen
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks. IEEE Trans. Wirel. Commun. 21 (4) (2022)
Weicheng Qiu, Yinghua Ma, Xiuzhen Chen, Haiyang Yu, Lixing Chen
Hybrid intrusion detection system based on Dempster-Shafer evidence theory. Comput. Secur. 117 (2022)
Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou
Action-Manipulation Attack and Defense to X-Armed Bandits. TrustCom (2022)
Zhe Qu, Rui Duan, Lixing Chen, Jie Xu, Zhuo Lu, Yao Liu
Context-Aware Online Client Selection for Hierarchical Federated Learning. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Xuewei Hou, Lixing Chen, Junhua Tang, Jianhua Li
Multi-Agent Learning Automata for Online Adaptive Control of Large-Scale Traffic Signal Systems. GLOBECOM (2022)
Yang Bai, Lixing Chen, Mohamed Abdel-Mottaleb, Jie Xu
Automated Ensemble for Deep Learning Inference on Edge Computing Platforms. IEEE Internet Things J. 9 (6) (2022)
Pan Zhou, Shimin Gong, Zichuan Xu, Lixing Chen, Yulai Xie, Changkun Jiang, Xiaofeng Ding
Trustworthy and Context-Aware Distributed Online Learning With Autoscaling for Content Caching in Collaborative Mobile Edge Computing. IEEE Trans. Cogn. Commun. Netw. 7 (4) (2021)
Lixing Chen, Jie Xu
Seek Common While Shelving Differences: Orchestrating Deep Neural Networks for Edge Service Provisioning. IEEE J. Sel. Areas Commun. 39 (1) (2021)
Letian Zhang, Lixing Chen, Jie Xu
Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning. WWW (2021)
Letian Zhang, Lixing Chen, Jie Xu
Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning. CoRR (2021)
Yang Bai, Lixing Chen, Letian Zhang, Mohamed Abdel-Mottaleb, Jie Xu
Adaptive Deep Neural Network Ensemble for Inference-as-a-Service on Edge Computing Platforms. MASS (2021)
Jie Xu, Heqiang Wang, Lixing Chen
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks. CoRR (2021)
Lixing Chen, Cong Shen, Pan Zhou, Jie Xu
Collaborative Service Placement for Edge Computing in Dense Small Cell Networks. IEEE Trans. Mob. Comput. 20 (2) (2021)
Yang Bai, Lixing Chen, Shaolei Ren, Jie Xu
Automated Customization of On-Thing Inference for Quality-of-Experience Enhancement. CoRR (2021)
Zhe Qu, Rui Duan, Lixing Chen, Jie Xu, Zhuo Lu, Yao Liu
Context-Aware Online Client Selection for Hierarchical Federated Learning. CoRR (2021)
Lixing Chen, Zhuo Lu, Pan Zhou, Jie Xu
Learning Optimal Sniffer Channel Assignment for Small Cell Cognitive Radio Networks. INFOCOM (2020)
Yang Bai, Lixing Chen, Linqi Song, Jie Xu
Risk-Aware Edge Computation Offloading Using Bayesian Stackelberg Game. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Lixing Chen, Linqi Song, Jacob Chakareski, Jie Xu
Collaborative Content Placement Among Wireless Edge Caching Stations With Time-to-Live Cache. IEEE Trans. Multim. 22 (2) (2020)
Yang Bai, Lixing Chen, Linqi Song, Jie Xu
Bayesian Stackelberg Game for Risk-aware Edge Computation Offloading. MTD@CCS (2019)
Lixing Chen, Jie Xu
Task Replication for Vehicular Cloud: Contextual Combinatorial Bandit with Delayed Feedback. INFOCOM (2019)
Lixing Chen, Jie Xu
Budget-Constrained Edge Service Provisioning With Demand Estimation via Bandit Learning. IEEE J. Sel. Areas Commun. 37 (10) (2019)
Chengshuai Shi, Lixing Chen, Cong Shen, Linqi Song, Jie Xu
Privacy-Aware Edge Computing Based on Adaptive DNN Partitioning. GLOBECOM (2019)
Lixing Chen, Jie Xu
Budget-constrained Edge Service Provisioning with Demand Estimation via Bandit Learning. CoRR (2019)
Lixing Chen, Jie Xu, Shaolei Ren, Pan Zhou
Spatio-Temporal Edge Service Placement: A Bandit Learning Approach. IEEE Trans. Wirel. Commun. 17 (12) (2018)
Lixing Chen, Jie Xu, Zhuo Lu
Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward. NeurIPS (2018)
Lixing Chen, Jie Xu, Shaolei Ren, Pan Zhou
Spatio-temporal Edge Service Placement: A Bandit Learning Approach. CoRR (2018)
Lixing Chen, Pan Zhou, Liang Gao, Jie Xu
Adaptive Fog Configuration for the Industrial Internet of Things. CoRR (2018)
Lixing Chen, Pan Zhou, Liang Gao, Jie Xu
Adaptive Fog Configuration for the Industrial Internet of Things. IEEE Trans. Ind. Informatics 14 (10) (2018)
Jie Xu, Lixing Chen, Pan Zhou
Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks. INFOCOM (2018)
Jie Xu, Lixing Chen, Kun Liu, Cong Shen
Designing Security-Aware Incentives for Computation Offloading via Device-to-Device Communication. IEEE Trans. Wirel. Commun. 17 (9) (2018)
Jie Xu, Lixing Chen, Pan Zhou
Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks. CoRR (2018)
Lixing Chen, Sheng Zhou, Jie Xu
Computation Peer Offloading for Energy-Constrained Mobile Edge Computing in Small-Cell Networks. IEEE/ACM Trans. Netw. 26 (4) (2018)
Hang Wu, Lixing Chen, Cong Shen, Wujie Wen, Jie Xu
Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing. ICC (2018)
Lixing Chen, Jie Xu
Task Offloading and Replication for Vehicular Cloud Computing: A Multi-Armed Bandit Approach. CoRR (2018)
Lixing Chen, Sheng Zhou, Jie Xu
Energy Efficient Mobile Edge Computing in Dense Cellular Networks. CoRR (2017)
Jie Xu, Lixing Chen, Shaolei Ren
Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing. IEEE Trans. Cogn. Commun. Netw. 3 (3) (2017)
Lixing Chen, Jie Xu
Socially trusted collaborative edge computing in ultra dense networks. SEC (2017)
Jie Xu, Yuxuan Sun, Lixing Chen, Sheng Zhou
E2M2: Energy Efficient Mobility Management in Dense Small Cells with Mobile Edge Computing. CoRR (2017)
Lixing Chen, Sheng Zhou, Jie Xu
Computation Peer Offloading for Energy-Constrained Mobile Edge Computing in Small-Cell Networks. CoRR (2017)
Lixing Chen, Jie Xu, Sheng Zhou
Computation Peer Offloading in Mobile Edge Computing with Energy Budgets. GLOBECOM (2017)
Jie Xu, Yuxuan Sun, Lixing Chen, Sheng Zhou
: Energy efficient mobility management in dense small cells with mobile edge computing. ICC (2017)
Lixing Chen, Sheng Zhou, Jie Xu
Energy efficient mobile edge computing in dense cellular networks. ICC (2017)
Jie Xu, Hang Wu, Lixing Chen, Cong Shen
Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing. CoRR (2017)
Lixing Chen, Jie Xu
Collaborative Service Caching for Edge Computing in Dense Small Cell Networks. CoRR (2017)
Lixing Chen, Jie Xu
Socially Trusted Collaborative Edge Computing in Ultra Dense Networks. CoRR (2017)
Jie Xu, Lixing Chen, Shaolei Ren
Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing. CoRR (2017)
Jie Xu, Lixing Chen, Kun Liu, Cong Shen
Less is More: Participation Incentives in D2D-enhanced Mobile Edge Computing under Infectious DDoS Attacks. CoRR (2016)
Lixing Chen, Xuemin Tian, Lianfang Cai
FIM-Based Pairwise Selection for Active Learning on Imbalanced Datasets. SMC (2015)
Hong Zhang, Lixing Chen, Yong Qu, Guo Zhao, Zhenwei Guo
Support Vector Regression Based on Grid-Search Method for Short-Term Wind Power Forecasting. J. Appl. Math. 2014 (2014)