Fagui Liu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 62

Top Topics

Discrete Particle Swarm Optimization

Reinforcement Learning

Wireless Sensor Networks

Semantic Segmentation

Top Venues

Int. J. Distributed Sens. Networks

Comput. Commun.

Publications

Guoxiang Zhong, Fagui Liu, Jun Jiang, Bin Wang, C. L. Philip Chen
Refining one-class representation: A unified transformer for unsupervised time-series anomaly detection. Inf. Sci. 656 (2024)
Guoxiang Zhong, Fagui Liu, Jun Jiang, Bin Wang, Xi Yao, C. L. Philip Chen
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Boyuan Zhu, Fagui Liu, Xi Chen, Quan Tang
EK-Net: Real-time Scene Text Detection with Expand Kernel Distance. CoRR (2024)
Chao Li, Fagui Liu, Bin Wang, Xuhao Tang, Jie Liu, C. L. Philip Chen
Approximate Markov Perfect Equilibrium of Joint Offloading Policy for Multi-IV Using Reward-Shared Distributed Method. IEEE Trans. Intell. Veh. 9 (2) (2024)
Jin Yang, Fagui Liu, Jianneng Cao
Greedy discrete particle swarm optimization based routing protocol for cluster-based wireless sensor networks. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Boyuan Zhu, Fagui Liu, Xi Chen, Quan Tang
EK-Net: Real-Time Scene Text Detection with Expand Kernel Distance. ICASSP (2024)
Guoxiang Zhong, Fagui Liu, Jun Jiang, C. L. Philip Chen
CauseFormer: Interpretable Anomaly Detection With Stepwise Attention for Cloud Service. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Tiantian Tang, Chao Li, Fagui Liu
Collaborative cloud-edge-end task offloading with task dependency based on deep reinforcement learning. Comput. Commun. 209 (2023)
Fagui Liu, Lvshengbiao Wang, Mengke Gui, Yang Zhang, Yulin Lan, Chengqi Lai, Boyuan Zhu
A hybrid heuristic algorithm for urban distribution with simultaneous pickup-delivery and time window. J. Heuristics 29 (2) (2023)
Quan Tang, Bowen Zhang, Jiajun Liu, Fagui Liu, Yifan Liu
Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation. ICCV (2023)
Yi Wu, Fagui Liu, Lailei Zheng, Xinjie Wu, Chengqi Lai
CSR-SVM: Compositional semantic representation for intelligent identification of engineering change documents based on SVM. Adv. Eng. Informatics 57 (2023)
Quan Tang, Chuanjian Liu, Fagui Liu, Yifan Liu, Jun Jiang, Bowen Zhang, Kai Han, Yunhe Wang
Category Feature Transformer for Semantic Segmentation. CoRR (2023)
Jian Chen, Fagui Liu, Jun Jiang, Guoxiang Zhong, Dishi Xu, Zhuanglun Tan, Shangsong Shi
TraceGra: A trace-based anomaly detection for microservice using graph deep learning. Comput. Commun. 204 (2023)
Jun Jiang, Fagui Liu, Wing W. Y. Ng, Quan Tang, Guoxiang Zhong, Xuhao Tang, Bin Wang
AERF: Adaptive ensemble random fuzzy algorithm for anomaly detection in cloud computing. Comput. Commun. 200 (2023)
Chao Li, Fagui Liu, Bin Wang, C. L. Philip Chen, Xuhao Tang, Jun Jiang, Jie Liu
Dependency-Aware Vehicular Task Scheduling Policy for Tracking Service VEC Networks. IEEE Trans. Intell. Veh. 8 (3) (2023)
Yulin Lan, Fagui Liu, Wing W. Y. Ng, Mengke Gui, Chengqi Lai
Multi-Objective Two-Echelon City Dispatching Problem With Mobile Satellites and Crowd-Shipping. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Fagui Liu, Chengqi Lai, Lvshengbiao Wang
Reinforcement Learning for the Pickup and Delivery Problem. ICANN (2) (2022)
Yongde Zhang, Fagui Liu, Bin Wang, Weiwei Lin, Guoxiang Zhong, Minxian Xu, Keqin Li
A multi-output prediction model for physical machine resource usage in cloud data centers. Future Gener. Comput. Syst. 130 (2022)
Xiaojian He, Junmin Shen, Fagui Liu, Bin Wang, Guoxiang Zhong, Jun Jiang
A two-stage scheduling method for deadline-constrained task in cloud computing. Clust. Comput. 25 (5) (2022)
Jun Jiang, Fagui Liu, Yongheng Liu, Quan Tang, Bin Wang, Guoxiang Zhong, Weizheng Wang
A dynamic ensemble algorithm for anomaly detection in IoT imbalanced data streams. Comput. Commun. 194 (2022)
Quan Tang, Fagui Liu, Jun Jiang, Yu Zhang
EPRNet: Efficient Pyramid Representation Network for Real-Time Street Scene Segmentation. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Jun Jiang, Fagui Liu, Wing W. Y. Ng, Quan Tang, Weizheng Wang, Quoc-Viet Pham
Dynamic Incremental Ensemble Fuzzy Classifier for Data Streams in Green Internet of Things. IEEE Trans. Green Commun. Netw. 6 (3) (2022)
Yu Zhang, Fagui Liu, Quan Tang
Utilize Spatial Prior in Ground Truth: Spatial-Enhanced Loss for Semantic Segmentation. ICANN (3) (2022)
Weiwei Lin, Kun Yao, Lan Zeng, Fagui Liu, Chun Shan, Xiaobin Hong
A GAN-based method for time-dependent cloud workload generation. J. Parallel Distributed Comput. 168 (2022)
Quan Tang, Fagui Liu, Jun Jiang, Yu Zhang, Xuhao Tang
Alleviating Overconfident Failure Predictions via Masking Predictive Logits in Semantic Segmentation. ICANN (2) (2022)
Fagui Liu, Xinjie Wu, Chao Li
Node Slicing Broad Learning System for Text Classification. ICASSP (2022)
Yuxian Liu, Fagui Liu, Hao-Tian Wu, Jingfeng Yang, Kaihong Zheng, Lingling Xu, Xingfu Yan, Jiankun Hu
RPTD: Reliability-enhanced Privacy-preserving Truth Discovery for Mobile Crowdsensing. J. Netw. Comput. Appl. 207 (2022)
Quan Tang, Fagui Liu, Tong Zhang, Jun Jiang, Yu Zhang, Boyuan Zhu, Xuhao Tang
Compensating for Local Ambiguity With Encoder-Decoder in Urban Scene Segmentation. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Chao Li, Junjuan Xia, Fagui Liu, Dong Li, Lisheng Fan, George K. Karagiannidis, Arumugam Nallanathan
Dynamic Offloading for Multiuser Muti-CAP MEC Networks: A Deep Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 70 (3) (2021)
Bin Wang, Fagui Liu, Weiwei Lin, Zhenjiang Ma, Dishi Xu
Energy-efficient collaborative optimization for VM scheduling in cloud computing. Comput. Networks 201 (2021)
Yulin Lan, Fagui Liu, Wing W. Y. Ng, Jun Zhang, Mengke Gui
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching. IEEE Trans. Emerg. Top. Comput. Intell. 5 (5) (2021)
Weiwei Lin, Tianhao Yu, Chongzhi Gao, Fagui Liu, Tengyue Li, Simon Fong, Yongxiang Wang
A hardware-aware CPU power measurement based on the power-exponent function model for cloud servers. Inf. Sci. 547 (2021)
Quan Tang, Fagui Liu, Tong Zhang, Jun Jiang, Yu Zhang
Attention-guided chained context aggregation for semantic segmentation. Image Vis. Comput. 115 (2021)
Bin Wang, Fagui Liu, Weiwei Lin
Energy-efficient VM scheduling based on deep reinforcement learning. Future Gener. Comput. Syst. 125 (2021)
Fagui Liu, Jingzhong Zheng, Lailei Zheng, Cheng Chen
Combining attention-based bidirectional gated recurrent neural network and two-dimensional convolutional neural network for document-level sentiment classification. Neurocomputing 371 (2020)
Quan Tang, Fagui Liu, Jun Jiang, Yu Zhang
Attention-guided Chained Context Aggregation for Semantic Segmentation. CoRR (2020)
Yurui Li, Weiwei Lin, Keqin Li, James Z. Wang, Fagui Liu, Jie Liu
A Novel Classification Model to Predict Batch Job Failures in Co-located Cloud. ICPADS (2020)
Yuxian Liu, Fagui Liu, Hao-Tian Wu, Xinglin Zhang, Bowen Zhao, Xingfu Yan
PriDPM: Privacy-preserving dynamic pricing mechanism for robust crowdsensing. Comput. Networks 183 (2020)
Fagui Liu, Yunsheng Lu, Muqing Cai
A Hybrid Method With Adaptive Sub-Series Clustering and Attention-Based Stacked Residual LSTMs for Multivariate Time Series Forecasting. IEEE Access 8 (2020)
Fagui Liu, Zhenjiang Ma, Bin Wang, Weiwei Lin
A Virtual Machine Consolidation Algorithm Based on Ant Colony System and Extreme Learning Machine for Cloud Data Center. IEEE Access 8 (2020)
Fagui Liu, Lailei Zheng, Jingzhong Zheng
HieNN-DWE: A hierarchical neural network with dynamic word embeddings for document level sentiment classification. Neurocomputing 403 (2020)
Dexiang Zhong, Fagui Liu
RF-OSFBLS: An RFID reader-fault-adaptive localization system based on online sequential fuzzy broad learning system. Neurocomputing 390 (2020)
Fagui Liu, Muqing Cai, Liangming Wang, Yunsheng Lu
An Ensemble Model Based on Adaptive Noise Reducer and Over-Fitting Prevention LSTM for Multivariate Time Series Forecasting. IEEE Access 7 (2019)
Fagui Liu, Yufei Chang
An Energy Aware Adaptive Kernel Density Estimation Approach to Unequal Clustering in Wireless Sensor Networks. IEEE Access 7 (2019)
Fagui Liu, Mengke Gui, Chen Yi, Yulin Lan
A Fast Decomposition and Reconstruction Framework for the Pickup and Delivery Problem With Time Windows and LIFO Loading. IEEE Access 7 (2019)
Fagui Liu, Cheng Chen, Dian Gu, Jingzhong Zheng
FTPN: Scene Text Detection With Feature Pyramid Based Text Proposal Network. IEEE Access 7 (2019)
Fagui Liu, Yangyu Tang, Liangming Wang
eHAPAC: A Privacy-Supported Access Control Model for IP-Enabled Wireless Sensor Networks. Sensors 19 (7) (2019)
Fagui Liu, Zhenxi Huang, Liangming Wang
Energy-Efficient Collaborative Task Computation Offloading in Cloud-Assisted Edge Computing for IoT Sensors. Sensors 19 (5) (2019)
Fagui Liu, Dian Gu, Cheng Chen
IoU-Related Arbitrary Shape Text Scoring Detector. IEEE Access 7 (2019)
Liangming Wang, Fagui Liu
A trusted measurement model based on dynamic policy and privacy protection in IaaS security domain. EURASIP J. Inf. Secur. 2018 (2018)
Fagui Liu, Dexiang Zhong
GSOS-ELM: An RFID-Based Indoor Localization System Using GSO Method and Semi-Supervised Online Sequential ELM. Sensors 18 (7) (2018)
Fagui Liu, Dacheng Deng, Jun Jiang, Quan Tang
Event-Driven Semantic Service Discovery Based on Word Embeddings. IEEE Access 6 (2018)
Chao Qu, Fagui Liu, Dacheng Deng, Ruifen Yuan
UOSM: user-oriented semi-automatic method of constructing domain ontology. Int. J. High Perform. Comput. Netw. 11 (3) (2018)
Fagui Liu, Hengrui Qin, Xin Yang, Yi Yu
Hybrid particle swarm optimization and semi-supervised extreme learning machine for cellular network localization. Int. J. Distributed Sens. Networks 13 (6) (2017)
Fagui Liu, Dacheng Deng, Ping Li
Dynamic Context-Aware Event Recognition Based on Markov Logic Networks. Sensors 17 (3) (2017)
Fagui Liu, Dexiang Zhong, Songchao Luo
A three-dimensional localization algorithm for passive radio-frequency identification device tag. Int. J. Distributed Sens. Networks 13 (10) (2017)
Fagui Liu, Ping Li, Dacheng Deng
Device-Oriented Automatic Semantic Annotation in IoT. J. Sensors 2017 (2017)
Fagui Liu, Yingyi Yang
D-Paxos: Building Hierarchical Replicated State Machine for Cloud Environments. IEICE Trans. Inf. Syst. (6) (2016)
Chao Qu, Fagui Liu, Ming Tao, Dacheng Deng
An OWL-S based specification model of dynamic entity services for Internet of Things. J. Ambient Intell. Humaniz. Comput. 7 (1) (2016)
Chao Qu, Ming Tao, Fagui Liu, Ruifen Yuan
Design and application of top ontologies for the transactions on IoT. Int. J. Embed. Syst. 8 (2/3) (2016)
Jin Yang, Fagui Liu, Jianneng Cao, Liangming Wang
Discrete Particle Swarm Optimization Routing Protocol for Wireless Sensor Networks with Multiple Mobile Sinks. Sensors 16 (7) (2016)
Fagui Liu, Dacheng Deng
QoS-aware service composition with user preferences and multiple constraints. J. High Speed Networks 22 (3) (2016)
Ming Tao, Fagui Liu, Chao Qu
Predictive Timely Trigger and Performance Optimization for Deterministic Handovers. Int. J. Wirel. Inf. Networks 22 (2) (2015)
Ming Tao, Fagui Liu, Chao Qu
Optimizing Unsatisfactory Handover Trigger in Heterogeneous Vehicular Networks. Int. J. Distributed Sens. Networks 11 (2015)
Chao Qu, Fagui Liu, Hui Yu, Ruifen Yuan, Anxiong Wang
User Oriented Semi-automatic Method of Constructing Domain Ontology. ISICA (2015)
Chao Qu, Fagui Liu, Ming Tao
Ontologies for the Transactions on IoT. Int. J. Distributed Sens. Networks 11 (2015)
Gui-Xi Liu, Fagui Liu
IoT-based TPL whole supply chain logistics information system model. ICMLC (2013)
Yingyi Yang, Jin Yang, Fagui Liu, Qi Duan
A Cloud-Based Development Platform for Services and Bundles of Internet of Things. DASC (2013)
Fagui Liu, Kai Li, Zhipeng Zhu
DLNA-Protocol-Based Media Server & Its Application in HSS. ScalCom-EmbeddedCom (2009)
Fagui Liu, Zexiang Wu, Weipeng Mai
Renewal-Theory-Based Hard Disk Power Management Strategy Optimization. NCM (2009)
Fagui Liu, Gongsheng Zhang, Zhaomiao Zheng, Yongdan Li, Jun Lin
PCE-oriented Multi-Agent software framework and its interactive computing application. ISKE (2008)
Fagui Liu, Chunwei Luo
Service-Oriented Software Testing Platform. I3E (2) (2007)
Wang Minting, Fagui Liu
Research & implementation of uCLinux-based embedded browser. APSCC (2007)
Fagui Liu, Zhaowei Miao
The Application of RFID Technology in Production Control in the Discrete Manufacturing Industry. AVSS (2006)