Shiming He

80 papers A 1B 5C 3Journal 51Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-Efficient Constrained Robot Learning With Probabilistic Lagrangian Control.
IEEE Robotics Autom. Lett.
Shiming He, Yuzhe Ding
2026 J jnl
Matrix concatenation feature fusion-based multivariate time series anomaly detection and diagnosis algorithm in water treatment cyber-physical systems.
Int. J. Mach. Learn. Cybern.
Shiming He, Keyao Feng, Kaixuan Meng, Meng Guo, Diqing Liang, Pradip Kumar Sharma
2026 J jnl
Multimodal Anomaly Detection for Microservice Systems via Grassmann Manifolds-Based Graph Fusion.
IEEE Trans. Serv. Comput.
Shiming He, Keyao Feng, Kaixuan Meng, Kun Xie, Xibin Zhao
2026 J jnl
Multivariate Time Series Anomaly Detection Using Learnable Spatial-Temporal Graph Ordinary Differential Equations Network.
IEEE Trans. Dependable Secur. Comput.
Shiming He, Qingqing Guo, Keyao Feng, Diqing Liang, Kun Xie, Pradip Kumar Sharma
2025 J jnl
An Unsupervised Malicious Web Request Detection Based on Transformer and Contrastive Learning.
IEEE Trans. Netw. Serv. Manag.
Shiming He, Ying Zhang, Diqing Liang, Pradip Kumar Sharma
2025 J jnl
Delay and Load Fairness Optimization With Queuing Model in Multi-AAV Assisted MEC: A Deep Reinforcement Learning Approach.
IEEE Trans. Netw. Serv. Manag.
Qiang Tang, Bao Li, Halvin Yang, Yan Li, Shiming He, Kun Yang
2025 J jnl
Multivariate Time Series Anomaly Detection Based on Multiple Spatiotemporal Graph Convolution.
IEEE Trans. Instrum. Meas.
Shiming He, Qingqing Guo, GenXin Li, Kun Xie, Pradip Kumar Sharma
2025 J jnl
Network Monitoring Data Recovery Based on Flexible Bi-Directional Model.
IEEE Trans. Netw. Sci. Eng.
Qixue Lin, Xiaocan Li, Kun Xie, Jigang Wen, Shiming He, Gaogang Xie, Xiaopeng Fan, Quan Feng
2025 J jnl
Simulation-Aided Policy Tuning for Black-Box Robot Learning.
IEEE Trans. Robotics
Shiming He, Alexander von Rohr, Dominik Baumann, Ji Xiang, Sebastian Trimpe
2025 J jnl
TCMS: A Multi-Sequence Log Parsing Method Based on Token Conversion.
IEEE Trans. Dependable Secur. Comput.
Mingkuan Wei, Jigang Wen, Shiming He, Kun Xie, Wei Liang, Gaogang Xie, Kenli Li, Ziyu Zhu
2025 — conf
To Split or to Merge? Exploring Multi-modal Data Flexibly for Failure Classification in Microservices.
Internetware
Xiuhong Tan, Yuan Yuan, Tongqing Zhou, Shiming He, Yuqi Li, Jian Zhang
2025 J jnl
Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge.
Int. J. Mach. Learn. Cybern.
Shiming He, GenXin Li, Jin Wang, Kun Xie, Pradip Kumar Sharma
2025 J jnl
Unsupervised Multi-Target Cross-Service Log Anomaly Detection.
IEEE Trans. Sustain. Comput.
Shiming He, Rui Liu, Bowen Chen, Kun Xie, Jigang Wen
2024 J jnl
A multi-UAV assisted non-orthogonal multiple access based relay system for minimal average receiving rate maximization.
Soft Comput.
Qiang Tang, Xinyu Qu, Jin Wang, Shiming He
2024 J jnl
ActiveGuardian: An accurate and efficient algorithm for identifying active elephant flows in network traffic.
J. Netw. Comput. Appl.
Bing Xiong, Yongqing Liu, Rui Liu, Jinyuan Zhao, Shiming He, Baokang Zhao, Kun Yang, Keqin Li
2024 J jnl
Collaborative Filtering-based Fast Delay-aware algorithm for joint VNF deployment and migration in edge networks.
Comput. Networks
Zhuofan Liao, Wenqiang Deng, Shiming He, Qiang Tang
2024 C conf
Coverage Probability of Distributed CoMP UAV-Assisted Cellular Networks.
ISPA
Yan Li, Qingmin Long, Qiang Tang, Shiming He, Bing Xiong
2024 — conf
Demonstration Retrieval-Augmented Generative Event Argument Extraction.
LREC/COLING
Shiming He, Yu Hong, Shuai Yang, Jianmin Yao, Guodong Zhou
2024 J jnl
Fusion Graph Structure Learning-Based Multivariate Time Series Anomaly Detection With Structured Prior Knowledge.
IEEE Trans. Inf. Forensics Secur.
Shiming He, GenXin Li, Kun Xie, Pradip Kumar Sharma
2024 J jnl
Graph Structure Learning-Based Multivariate Time Series Anomaly Detection in Internet of Things for Human-Centric Consumer Applications.
IEEE Trans. Consumer Electron.
Shiming He, GenXin Li, Tongzhijian Yi, Osama Alfarraj, Amr Tolba, Arun Kumar Sangaiah, R. Simon Sherratt
2024 J jnl
GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning.
IEEE Trans. Serv. Comput.
Yansong Yin, Kun Xie, Shiming He, Yanbiao Li, Jigang Wen, Zulong Diao, Dafang Zhang, Gaogang Xie
2024 C conf
Memory-efficient anomaly detection for online data streams.
CSCWD
Shiming He, Chenxi Guo
2024 C conf
Multi-Graph Structure Learning-based Multivariate Time Series Anomaly Detection with Extended Prior Knowledge.
CSCWD
Shiming He, GenXin Li, Qinqing Guo, Kun Xie
2024 J jnl
Multi-UAV-Assisted Offloading for Joint Optimization of Energy Consumption and Latency in Mobile Edge Computing.
IEEE Syst. J.
Qiang Tang, Sihao Wen, Shiming He, Kun Yang
2024 J jnl
Path Following Control With Sideslip Reduction for Underactuated Unmanned Surface Vehicles.
IEEE Trans. Ind. Electron.
Zishi Xu, Shiming He, Weijun Zhou, Yanjun Li, Ji Xiang
2024 J jnl
Shift-invariant rank-(L, L, 1, 1) BTD with 3D spatial pooling and orthonormalization: Application to multi-subject fMRI data.
Biomed. Signal Process. Control.
Li-Dan Kuang, Hao-Peng Zhang, Hao Zhu, Shiming He, Wenjun Li, Yan Gui, Jin Zhang, Jianming Zhang
2024 J jnl
Simulation-Aided Policy Tuning for Black-Box Robot Learning.
CoRR
Shiming He, Alexander von Rohr, Dominik Baumann, Ji Xiang, Sebastian Trimpe
2024 J jnl
Trajectory Tracking Control for Differential-Driven Unmanned Surface Vessels Considering Propeller Servo Loop.
IEEE Trans. Ind. Informatics
Zishi Xu, Tao Han, Weijun Zhou, Shiming He, Ji Xiang
2024 — conf
Word-level Commonsense Knowledge Selection for Event Detection.
LREC/COLING
Shuai Yang, Yu Hong, Shiming He, Qingting Xu, Jianmin Yao
2023 B conf
A Mixture of Experts with Adaptive Semantic Encoding for Event Detection.
IJCNN
Zhongqiu Li, Yu Hong, Shiming He, Shuai Yang, Guodong Zhou
2023 J jnl
A cooperative MEC framework based on multi-UAV and AP to minimize weighted energy consumption.
Pervasive Mob. Comput.
Qiang Tang, Chuan Liu, Linjiang Li, Shiming He, Jin Wang
2023 J jnl
A joint matrix factorization and clustering scheme for irregular time series data.
Inf. Sci.
Shiming He, Meng Guo, Zhuozhou Li, Ying Lei, Siyuan Zhou, Kun Xie, Neal N. Xiong
2023 — conf
Adaptive Routing for Datacenter Networks Using Ant Colony Optimization.
ICA3PP (3)
Jinbin Hu, Man He, Shuying Rao, Yue Wang, Jing Wang, Shiming He
2023 — conf
An Integrated Long Short-Term Memory Based Online Log Anomaly Detection.
ICSAI
Shiming He, Sikai Zeng
2023 — conf
HAECN: Hierarchical Automatic ECN Tuning with Ultra-Low Overhead in Datacenter Networks.
ICA3PP (3)
Jinbin Hu, Youyang Wang, Zikai Zhou, Shuying Rao, Rundong Xin, Jing Wang, Shiming He
2023 B conf
Joint Optimization of Multi-Type Caching Placement and Multi-User Computation Offloading for Vehicular Edge Computing.
GLOBECOM
Dun Cao, Yubin Wang, Yifan Yang, Shiming He
2023 J jnl
PMP: A partition-match parallel mechanism for DNN inference acceleration in cloud-edge collaborative environments.
J. Netw. Comput. Appl.
Zhuofan Liao, Xiangyu Zhang, Shiming He, Qiang Tang
2023 A conf
Parameter-Efficient Log Anomaly Detection based on Pre-training model and LORA.
ISSRE
Shiming He, Ying Lei, Ying Zhang, Kun Xie, Pradip Kumar Sharma
2023 — conf
Unsupervised Log Anomaly Detection Based on Pre-training.
ICSAI
Shiming He, Zesheng Qu, Bowen Chen
2022 J jnl
A Modified DPWM Method With Minimal Line Current Ripple and Zero-Sequence Circulating Current for Two Parallel Interleaved 2L-VSIs.
IEEE Trans. Ind. Electron.
Shiming He, Yadong Wang, Bangyin Liu
2022 B conf
Event Detection with Cross-Sentence Graph Convolutional Networks.
ICTAI
Shiming He, Yu Hong, Zhongqiu Li, Jianmin Yao, Guodong Zhou
2022 J jnl
LogUAD: Log Unsupervised Anomaly Detection Based on Word2Vec.
Comput. Syst. Sci. Eng.
Jin Wang, Changqing Zhao, Shiming He, Yu Gu, Osama Alfarraj, Ahed Abugabah
2022 J jnl
Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G.
IEEE Trans. Ind. Informatics
Jin Wang, Hui Han, Hao Li, Shiming He, Pradip Kumar Sharma, Lydia Y. Chen
2022 J jnl
Position Tracking Control of Fully-Actuated Underwater Vehicles With Constrained Attitude and Velocities.
IEEE Trans. Ind. Electron.
Shiming He, Liwei Kou, Yanjun Li, Ji Xiang
2022 B conf
Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection.
COLING
Zhongqiu Li, Yu Hong, Jie Wang, Shiming He, Jianmin Yao, Guodong Zhou
2021 J jnl
Intelligent Detection for Key Performance Indicators in Industrial-Based Cyber-Physical Systems.
IEEE Trans. Ind. Informatics
Shiming He, Zhuozhou Li, Jin Wang, Neal N. Xiong
2021 J jnl
Lightweight Single Image Super-Resolution Convolution Neural Network in Portable Device.
KSII Trans. Internet Inf. Syst.
Jin Wang, Yiming Wu, Shiming He, Pradip Kumar Sharma, Xiaofeng Yu, Osama Alfarraj, Amr Tolba
2021 J jnl
Robust Orientation-Sensitive Trajectory Tracking of Underactuated Autonomous Underwater Vehicles.
IEEE Trans. Ind. Electron.
Shiming He, Liwei Kou, Yanjun Li, Ji Xiang
2020 — conf
A Low Cost Visual Positioning System for Small Scale Tracking Experiments on Underwater Vehicles.
ISIE
Shiming He, Yubin Liu, Ji Xiang
2020 J jnl
LogEvent2vec: LogEvent-to-Vector Based Anomaly Detection for Large-Scale Logs in Internet of Things.
Sensors
Jin Wang, Yangning Tang, Shiming He, Changqing Zhao, Pradip Kumar Sharma, Osama Alfarraj, Amr Tolba
2019 J jnl
Deep Learning-Based Data Storage for Low Latency in Data Center Networks.
IEEE Access
Zhuofan Liao, Ruiming Zhang, Shiming He, Daojian Zeng, Jin Wang, Hye-Jin Kim
2019 J jnl
Interference-Aware Multisource Transmission in Multiradio and Multichannel Wireless Network.
IEEE Syst. J.
Shiming He, Kun Xie, Kexin Xie, Chuan Xu, Jin Wang
2019 J jnl
Interference-Aware Routing for Difficult Wireless Sensor Network Environment with SWIPT.
Sensors
Shiming He, Yangning Tang, Zhuozhou Li, Feng Li, Kun Xie, Hye-Jin Kim, Gwang-Jun Kim
2019 — conf
Multi-Source Multicast Routing with QoS Constraints in Network Function Virtualization.
ICC
Kun Xie, Xuhui Zhou, Thabo Semong, Shiming He
2019 J jnl
Path Splitted and Energy Efficient Virtual Network Function Chains Embedding.
IEEE Access
Dan Chen, Wei Li, Kun Xie, Thabo Semong, Dafang Zhang, Shiming He, Baolin Sun
2018 J jnl
Energy-Aware Routing for SWIPT in Multi-Hop Energy-Constrained Wireless Network.
IEEE Access
Shiming He, Kun Xie, Weiwei Chen, Dafang Zhang, Jigang Wen
2017 — conf
A Multi-objective Optimization Scheduling Method Based on the Improved Differential Evolution Algorithm in Cloud Computing.
ICCCS (1)
Zhe Zheng, Kun Xie, Shiming He, Jun Deng
2017 J jnl
A novel fault diagnosis method based on optimal relevance vector machine.
Neurocomputing
Shiming He, Long Xiao, Yalin Wang, Xinggao Liu, Chunhua Yang, Jiangang Lu, Weihua Gui, Youxian Sun
2017 J jnl
An efficient privacy-preserving compressive data gathering scheme in WSNs.
Inf. Sci.
Kun Xie, Xueping Ning, Xin Wang, Shiming He, Zuoting Ning, Xiaoxiao Liu, Jigang Wen, Zheng Qin
2017 J jnl
De-cloaking Malicious Activities in Smartphones Using HTTP Flow Mining.
KSII Trans. Internet Inf. Syst.
Xin Su, Xuchong Liu, Jiuchuan Lin, Shiming He, Zhangjie Fu, Wenjia Li
2017 J jnl
Opportunistic Routing and Scheduling for Wireless Networks.
IEEE Trans. Wirel. Commun.
Weiwei Chen, Chin-Tau A. Lea, Shiming He, Zhe Xuanyuan
2017 J jnl
PPNC: Privacy Preserving Scheme for Random Linear Network Coding in Smart Grid.
KSII Trans. Internet Inf. Syst.
Shiming He, Weini Zeng, Kun Xie, Hongming Yang, Mingyong Lai, Xin Su
2017 — conf
Simultaneous Wireless Information and Power Transfer for Multi-hop Energy-Constrained Wireless Network.
WASA
Shiming He, Kun Xie, Weiwei Chen, Dafang Zhang, Jigang Wen
2016 — conf
Interference-Aware Multi-source Transmission.
Trustcom/BigDataSE/ISPA
Shiming He, Kun Xie, Kexin Xie, Zhetao Li, Chuan Xu
2016 J jnl
PAPG: Private Aggregation Scheme based on Privacy-preserving Gene in Wireless Sensor Networks.
KSII Trans. Internet Inf. Syst.
Weini Zeng, Peng Chen, Hairong Chen, Shiming He
2016 — conf
Power-Bandwidth Aware Cooperative Routing in Multi-radio Multi-channel Wireless Network.
Trustcom/BigDataSE/ISPA
Hong Qiao, Dafang Zhang, Kun Xie, Ji Zhang, Shiming He
2015 — conf
A Distributed Joint Cooperative Routing and Channel Assignment in Multi-radio Wireless Mesh Network.
ICA3PP (1)
Hong Qiao, Dafang Zhang, Kun Xie, Ji Zhang, Shiming He
2015 — conf
An Efficient Privacy-Preserving Compressive Data Gathering Scheme in WSNs.
ICA3PP (1)
Kun Xie, Xueping Ning, Xin Wang, Jigang Wen, Xiaoxiao Liu, Shiming He, Daqiang Zhang
2015 J jnl
Busy tone-based channel access control for cooperative communication.
Trans. Emerg. Telecommun. Technol.
Kun Xie, Kexin Xie, Shiming He, Daqiang Zhang, Jigang Wen, Jaime Lloret
2015 — conf
Completion Time-Aware Flow Scheduling in Heterogenous Networks.
ICA3PP (1)
Shiming He, Kun Xie, Dafang Zhang
2015 — conf
Privacy Preserving for Network Coding in Smart Grid.
ICA3PP (3)
Shiming He, Weini Zeng, Kun Xie
2014 J jnl
CVMIMOR: cooperative virtual MIMO routing in wireless networks.
Int. J. Wirel. Mob. Comput.
Kun Xie, Ye Liu, Jigang Wen, Shiming He
2014 J jnl
Channel Aware Opportunistic Routing in Multi-Radio Multi-Channel Wireless Mesh Networks.
J. Comput. Sci. Technol.
Shiming He, Dafang Zhang, Kun Xie, Hong Qiao, Ji Zhang
2014 J jnl
JORCA: joint opportunistic routing and channel assignment.
Int. J. Embed. Syst.
Shiming He, Dafang Zhang, Kun Xie, Ji Zhang, Hong Qiao
2014 J jnl
Opportunistic routing for multiple multicast flows in wireless mesh networks.
Int. J. Wirel. Mob. Comput.
Shiming He, Dafang Zhang, Kun Xie, Ji Zhang, Hong Qiao
2014 J jnl
Privacy-preserving Data Aggregation Scheme Based on the P-Function Set in Wireless Sensor Networks.
Ad Hoc Sens. Wirel. Networks
Weini Zeng, Yaping Lin, Jianping Yu, Shiming He, Lei Wang
2014 B conf
Routing and channel assignment in wireless cooperative networks.
IWCMC
Kun Xie, Hui Li, Xin Wang, Shiming He, Jigang Wen, Mohsen Guizani
2012 — conf
A Candidate Forwarder Set Based Channel Assignment for Opportunistic Routing in Multi-radio Wireless Mesh Networks.
CWSN
Shiming He, Dafang Zhang, Kun Xie, Xia-an Bi, Hong Qiao, Ji Zhang, Bin Zeng
2012 — conf
A Cooperative Routing Algorithm for Maximizing Network Lifetime.
CWSN
Ji Zhang, Dafang Zhang, Kun Xie, Shiming He, Hong Qiao, Bin Zeng
2011 — conf
A Simple Channel Assignment for Opportunistic Routing in Multi-radio Multi-channel Wireless Mesh Networks.
MSN
Shiming He, Dafang Zhang, Kun Xie, Hong Qiao, Ji Zhang