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ORCIDZhiwen Xiao
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2020 – today
- 2024
[j18]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): 101962 (2024)- [j17]Jing Shang, Zhihui Wu, Zhiwen Xiao, Yifei Zhang, Jibin Wang:
BERT4Cache: a bidirectional encoder representations for data prefetching in cache. PeerJ Comput. Sci. 10: e2258 (2024) - [j16]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): 4101-4110 (2024) - [j15]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): 1445-1461 (2024) - [j14]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): 3-15 (2024) - [j13]Jing Shang, Yifei Zhang, Jibin Wang, Zhihui Wu, Zhiwen Xiao:
Distributed cache strategy based on LT codes under spark platform. J. Supercomput. 80(11): 16519-16545 (2024) - [j12]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): 2192-2204 (2024) - [c18]Huanlai Xing, Yutong Pu, Xinhan Wang, Fuhong Song, Zhiwen Xiao, Li Feng, Lexi Xu:
Big Data Oriented Multi-Objective SFC Placement in Dynamic MEC: A Distributed DRL Approach. ICC 2024: 666-671 - [c17]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: 91-101 - 2023
- [j11]Bowen Zhao, Huanlai Xing, Xinhan Wang, Fuhong Song, Zhiwen Xiao:
Rethinking attention mechanism in time series classification. Inf. Sci. 627: 97-114 (2023) - [j10]Bowen Zhao, Huanlai Xing, Xinhan Wang, Zhiwen Xiao, Lexi Xu:
Classification-Oriented Distributed Semantic Communication for Multivariate Time Series. IEEE Signal Process. Lett. 30: 369-373 (2023) - [j9]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): 7387-7405 (2023) - [c16]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: 273-280 - [c15]Tao Tao, Zhiwen Xiao, Jibin Wang, Jing Shang, Zhihui Wu:
THRCache: DRAM-NVM Multi-level Cache with Thresholded Heterogeneous Random Choices. ICA3PP (4) 2023: 436-455 - [c14]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: 1612-1616 - [c13]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: 506-510 - [c12]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: 751-756 - [c11]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: 1869-1876 - [c10]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: 470-476 - 2022
- [j8]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): 8583-8610 (2022) - [j7]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: 1-12 (2022) - [c9]Zhiwen Xiao, Haoxi Zhang, Huagang Tong, Xin Xu:
An Efficient Temporal Network with Dual Self-Distillation for Electroencephalography Signal Classification. BIBM 2022: 1759-1762 - [c8]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: 173-189 - [c7]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: 1822-1828 - [c6]Zhiwen Xiao, Ziyan Xu, Li Ma:
Construction of Complex Brain Network Based on EEG Signals and Evaluation of General Anesthesia Status. ICIRA (2) 2022: 747-759 - [c5]Yunpeng Zhang, Yash Gandhi, Zhixia Richard Li, Zhiwen Xiao:
Improving the Classification Effectiveness of Network Intrusion Detection Using Ensemble Machine Learning Techniques and Deep Neural Networks. IDSTA 2022: 117-123 - [i6]Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao:
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification. CoRR abs/2201.00011 (2022) - [i5]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 abs/2202.12028 (2022) - [i4]Bowen Zhao, Huanlai Xing, Xinhan Wang, Fuhong Song, Zhiwen Xiao:
Rethinking Attention Mechanism in Time Series Classification. CoRR abs/2207.07564 (2022) - 2021
- [j6]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): 17508-17524 (2021) - [j5]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: 65-86 (2021) - [j4]Zhiwen Xiao, Xin Xu, Haoxi Zhang, Edward Szczerbicki:
A new multi-process collaborative architecture for time series classification. Knowl. Based Syst. 220: 106934 (2021) - [j3]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: 107338 (2021) - [j2]Zhiwen Xiao, Jianbin Jiao:
Explainable Fraud Detection for Few Labeled Time Series Data. Secur. Commun. Networks 2021: 9941464:1-9941464:9 (2021) - [c4]Zhiwen Xiao, Jianbin Jiao:
Interpretable Credit Risk Assessment Based on Heuristic Knowledge Extraction Method. ICTAI 2021: 1237-1241 - [c3]Zhiwen Xiao, Xin Xu, Huanlai Xing, Rong Qu, Fuhong Song, Bowen Zhao:
RNTS: Robust Neural Temporal Search for Time Series Classification. IJCNN 2021: 1-8 - 2020
- [j1]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): 1072-1080 (2020) - [c2]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: 1-6 - [i3]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 abs/2004.09783 (2020) - [i2]Zhiwen Xiao, Xin Xu, Huanlai Xing, Juan Chen:
RTFN: Robust Temporal Feature Network. CoRR abs/2008.07707 (2020) - [i1]Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan:
RTFN: A Robust Temporal Feature Network for Time Series Classification. CoRR abs/2011.11829 (2020)
2010 – 2019
- 2017
- [c1]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: 246-261
Coauthor Index
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