Zhiwen Xiao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Multivariate Time Series

Human Activity Recognition

Network Intrusion

Knowledge Extraction

Top Venues

IEEE Internet Things J.

Publications

Jing Shang, Yifei Zhang, Jibin Wang, Zhihui Wu, Zhiwen Xiao
Distributed cache strategy based on LT codes under spark platform. J. Supercomput. 80 (11) (2024)
Zhiwen Xiao, Huanlai Xing, Rong Qu, Hui Li, Li Feng, Bowen Zhao, Jiayi Yang
Self-Bidirectional Decoupled Distillation for Time Series Classification. IEEE Trans. Artif. Intell. 5 (8) (2024)
Zhiwen Xiao, Huanlai Xing, Rong Qu, Li Feng, Shouxi Luo, Penglin Dai, Bowen Zhao, Yuanshun Dai
Densely Knowledge-Aware Network for Multivariate Time Series Classification. IEEE Trans. Syst. Man Cybern. Syst. 54 (4) (2024)
Shaohan Huang, Yi Liu, Jiaxing Qi, Jing Shang, Zhiwen Xiao, Carol J. Fung, Zhihui Wu, Hailong Yang, Zhongzhi Luan, Depei Qian
Gloss: Guiding Large Language Models to Answer Questions from System Logs. SANER (2024)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Bowen Zhao, Xinhan Wang, Fuhong Song, Rong Qu, Li Feng
DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
Jing Shang, Zhiwen Xiao, Tao Tao, Jibin Wang, Zhihui Wu
A heuristic method for discovering multi-class classification rules from multi-source data in cloud-edge system. J. King Saud Univ. Comput. Inf. Sci. 36 (2) (2024)
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
Deep Contrastive Representation Learning With Self-Distillation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Huanlai Xing, Haolan Zhang, Xinhan Wang, Lexi Xu, Zhiwen Xiao, Bowen Zhao, Shouxi Luo, Li Feng, Yuanshun Dai
A Multi-user Deep Semantic Communication System based on Federated Learning with Dynamic Model Aggregation. ICC Workshops (2023)
Tao Tao, Zhiwen Xiao, Jibin Wang, Jing Shang, Zhihui Wu
THRCache: DRAM-NVM Multi-level Cache with Thresholded Heterogeneous Random Choices. ICA3PP (4) (2023)
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Bowen Zhao, Jincheng Peng, Shouxi Luo, Li Feng, Lexi Xu
FedDistillSC: A Distributed Semantic Communication System Based on Federated Distillation. ICCT (2023)
Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. HPCC/DSS/SmartCity/DependSys (2023)
Shaokang Du, Xin You, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian
Efficient Deep Molecular Dynamic Model Training on Heterogeneous System. ICPADS (2023)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing. IEEE Trans. Mob. Comput. 22 (12) (2023)
Bowen Zhao, Huanlai Xing, Xinhan Wang, Fuhong Song, Zhiwen Xiao
Rethinking attention mechanism in time series classification. Inf. Sci. 627 (2023)
Bowen Zhao, Huanlai Xing, Xinhan Wang, Zhiwen Xiao, Lexi Xu
Classification-Oriented Distributed Semantic Communication for Multivariate Time Series. IEEE Signal Process. Lett. 30 (2023)
Kelun Lei, Shaokang Du, Xin You, Zhibo Xuan, Haoran Kong, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian
Accelerating Big Data Application by Eliminating Redundancy on Hadoop Cluster. ICPADS (2023)
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Xinhan Wang, Bowen Zhao, Shouxi Luo, Li Feng, Lexi Xu
On ECG Signal Classification: An NAS-empowered Semantic Communication System. TrustCom (2023)
Zhiwen Xiao, Ziyan Xu, Li Ma
Construction of Complex Brain Network Based on EEG Signals and Evaluation of General Anesthesia Status. ICIRA (2) (2022)
Zhiwen Xiao, Haoxi Zhang, Huagang Tong, Xin Xu
An Efficient Temporal Network with Dual Self-Distillation for Electroencephalography Signal Classification. BIBM (2022)
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification. CoRR (2022)
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
An Efficient Federated Distillation Learning System for Multitask Time Series Classification. IEEE Trans. Instrum. Meas. 71 (2022)
Zhiwen Xiao, Tao Tao, Zhuo Chen, Meng Yang, Jing Shang, Zhihui Wu, Zhiwei Guo
A Reliable Service Function Chain Orchestration Method Based on Federated Reinforcement Learning. CollaborateCom (1) (2022)
Yunpeng Zhang, Yash Gandhi, Zhixia Li, Zhiwen Xiao
Improving the Classification Effectiveness of Network Intrusion Detection Using Ensemble Machine Learning Techniques and Deep Neural Networks. IDSTA (2022)
Huanlai Xing, Zhiwen Xiao, Dawei Zhan, Shouxi Luo, Penglin Dai, Ke Li
SelfMatch: Robust semisupervised time-series classification with self-distillation. Int. J. Intell. Syst. 37 (11) (2022)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing. CoRR (2022)
Bowen Zhao, Huanlai Xing, Xinhan Wang, Fuhong Song, Zhiwen Xiao
Rethinking Attention Mechanism in Time Series Classification. CoRR (2022)
Zhiwen Xiao, Xiaodan Hu, Hu Zhu
Binary Gaussian Mask Weighted Joint Dynamic and Static Guided Discriminative Correlation Filter for Visual Tracking. HPCC/DSS/SmartCity/DependSys (2022)
Zhiwen Xiao, Jianbin Jiao
Explainable Fraud Detection for Few Labeled Time Series Data. Secur. Commun. Networks 2021 (2021)
Zhiwen Xiao, Xin Xu, Haoxi Zhang, Edward Szczerbicki
A new multi-process collaborative architecture for time series classification. Knowl. Based Syst. 220 (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Rong Qu, Fuhong Song, Bowen Zhao
RNTS: Robust Neural Temporal Search for Time Series Classification. IJCNN (2021)
Zhiwen Xiao, Jianbin Jiao
Interpretable Credit Risk Assessment Based on Heuristic Knowledge Extraction Method. ICTAI (2021)
Juan Chen, Huanlai Xing, Zhiwen Xiao, Lexi Xu, Tao Tao
A DRL Agent for Jointly Optimizing Computation Offloading and Resource Allocation in MEC. IEEE Internet Things J. 8 (24) (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
RTFN: A robust temporal feature network for time series classification. Inf. Sci. 571 (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Fuhong Song, Xinhan Wang, Bowen Zhao
A federated learning system with enhanced feature extraction for human activity recognition. Knowl. Based Syst. 229 (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
RTFN: A Robust Temporal Feature Network for Time Series Classification. CoRR (2020)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Juan Chen
RTFN: Robust Temporal Feature Network. CoRR (2020)
Haoxi Zhang, Zhiwen Xiao, Juan Wang, Fei Li, Edward Szczerbicki
A Novel IoT-Perceptive Human Activity Recognition (HAR) Approach Using Multihead Convolutional Attention. IEEE Internet Things J. 7 (2) (2020)
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN. CoRR (2020)
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN. ICC (2020)
Zhiwen Xiao, Guoqing Wang, Jianming Zhu
Model and Algorithm for Rescue Resource Assignment Problem in Disaster Response Based on Demand-Ability-Equipment Matching. QTNA (2017)