Model and Algorithm for Rescue Resource Assignment Problem in Disaster Response Based on Demand-Ability-Equipment Matching. - Zhiwen Xiao; Guoqing Wang; Jianming Zhu (QTNA, 2017)

STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN. - Juan Chen; Zhiwen Xiao; Huanlai Xing; Penglin Dai; Shouxi Luo; Muhammad Azhar Iqbal (ICC, 2020)

RTFN: Robust Temporal Feature Network. - Zhiwen Xiao; Xin Xu 009; Huanlai Xing; Juan Chen (CoRR, 2020)

A Novel IoT-Perceptive Human Activity Recognition (HAR) Approach Using Multihead Convolutional Attention. - Haoxi Zhang; Zhiwen Xiao; Juan Wang 017; Fei Li; Edward Szczerbicki (IEEE Internet Things J., 2020)

Interpretable Credit Risk Assessment Based on Heuristic Knowledge Extraction Method. - Zhiwen Xiao; Jianbin Jiao (ICTAI, 2021)

RNTS: Robust Neural Temporal Search for Time Series Classification. - Zhiwen Xiao; Xin Xu 009; Huanlai Xing; Rong Qu; Fuhong Song; Bowen Zhao 002 (IJCNN, 2021)

A DRL Agent for Jointly Optimizing Computation Offloading and Resource Allocation in MEC. - Juan Chen; Huanlai Xing; Zhiwen Xiao; Lexi Xu; Tao Tao (IEEE Internet Things J., 2021)

RTFN: A robust temporal feature network for time series classification. - Zhiwen Xiao; Xin Xu 009; Huanlai Xing; Shouxi Luo; Penglin Dai; Dawei Zhan (Inf. Sci., 2021)

A federated learning system with enhanced feature extraction for human activity recognition. - Zhiwen Xiao; Xin Xu 009; Huanlai Xing; Fuhong Song; Xinhan Wang; Bowen Zhao 002 (Knowl. Based Syst., 2021)

A new multi-process collaborative architecture for time series classification. - Zhiwen Xiao; Xin Xu 009; Haoxi Zhang; Edward Szczerbicki (Knowl. Based Syst., 2021)

Explainable Fraud Detection for Few Labeled Time Series Data. - Zhiwen Xiao; Jianbin Jiao (Secur. Commun. Networks, 2021)

An Efficient Temporal Network with Dual Self-Distillation for Electroencephalography Signal Classification. - Zhiwen Xiao; Haoxi Zhang; Huagang Tong; Xin Xu 009 (BIBM, 2022)

A Reliable Service Function Chain Orchestration Method Based on Federated Reinforcement Learning. - Zhiwen Xiao; Tao Tao; Zhuo Chen; Meng Yang; Jing Shang; Zhihui Wu; Zhiwei Guo (CollaborateCom (1), 2022)

Binary Gaussian Mask Weighted Joint Dynamic and Static Guided Discriminative Correlation Filter for Visual Tracking. - Zhiwen Xiao; Xiaodan Hu; Hu Zhu (HPCC/DSS/SmartCity/DependSys, 2022)

Construction of Complex Brain Network Based on EEG Signals and Evaluation of General Anesthesia Status. - Zhiwen Xiao; Ziyan Xu; Li Ma (ICIRA (2), 2022)

Improving the Classification Effectiveness of Network Intrusion Detection Using Ensemble Machine Learning Techniques and Deep Neural Networks. - Yunpeng Zhang; Yash Gandhi; Zhixia Richard Li; Zhiwen Xiao (IDSTA, 2022)

An Efficient Federated Distillation Learning System for Multi-task Time Series Classification. - Huanlai Xing; Zhiwen Xiao; Rong Qu; Zonghai Zhu; Bowen Zhao 002 (CoRR, 2022)

SelfMatch: Robust semisupervised time-series classification with self-distillation. - Huanlai Xing; Zhiwen Xiao; Dawei Zhan; Shouxi Luo; Penglin Dai; Ke Li 020 (Int. J. Intell. Syst., 2022)

An Efficient Federated Distillation Learning System for Multitask Time Series Classification. - Huanlai Xing; Zhiwen Xiao; Rong Qu; Zonghai Zhu; Bowen Zhao 002 (IEEE Trans. Instrum. Meas., 2022)

LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. - Jiaxing Qi; Shaohan Huang; Zhongzhi Luan; Shu Yang; Carol J. Fung; Hailong Yang; Depei Qian; Jing Shang; Zhiwen Xiao; Zhihui Wu (HPCC/DSS/SmartCity/DependSys, 2023)

THRCache: DRAM-NVM Multi-level Cache with Thresholded Heterogeneous Random Choices. - Tao Tao; Zhiwen Xiao; Jibin Wang; Jing Shang; Zhihui Wu (ICA3PP (4), 2023)

A Multi-user Deep Semantic Communication System based on Federated Learning with Dynamic Model Aggregation. - Huanlai Xing; Haolan Zhang 002; Xinhan Wang; Lexi Xu; Zhiwen Xiao; Bowen Zhao 002; Shouxi Luo; Li Feng; Yuanshun Dai (ICC Workshops, 2023)

FedDistillSC: A Distributed Semantic Communication System Based on Federated Distillation. - Huanlai Xing; Huaming Ma; Zhiwen Xiao; Bowen Zhao 002; Jincheng Peng; Shouxi Luo; Li Feng; Lexi Xu (ICCT, 2023)

Efficient Deep Molecular Dynamic Model Training on Heterogeneous System. - Shaokang Du; Xin You; Hailong Yang; Jing Shang; Zhiwen Xiao; Zhihui Wu; Zhongzhi Luan; Depei Qian (ICPADS, 2023)

Accelerating Big Data Application by Eliminating Redundancy on Hadoop Cluster. - Kelun Lei; Shaokang Du; Xin You; Zhibo Xuan; Haoran Kong; Hailong Yang; Jing Shang; Zhiwen Xiao; Zhihui Wu; Zhongzhi Luan; Depei Qian (ICPADS, 2023)

On ECG Signal Classification: An NAS-empowered Semantic Communication System. - Huanlai Xing; Huaming Ma; Zhiwen Xiao; Xinhan Wang; Bowen Zhao 002; Shouxi Luo; Li Feng; Lexi Xu (TrustCom, 2023)

Classification-Oriented Distributed Semantic Communication for Multivariate Time Series. - Bowen Zhao 002; Huanlai Xing; Xinhan Wang; Zhiwen Xiao; Lexi Xu (IEEE Signal Process. Lett., 2023)

Rethinking attention mechanism in time series classification. - Bowen Zhao 002; Huanlai Xing; Xinhan Wang; Fuhong Song; Zhiwen Xiao (Inf. Sci., 2023)

Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing. - Fuhong Song; Huanlai Xing; Xinhan Wang; Shouxi Luo; Penglin Dai; Zhiwen Xiao; Bowen Zhao 002 (IEEE Trans. Mob. Comput., 2023)

Heterogeneous Federated Semantic Communication for Time Series Forecasting. - Bowen Zhao 002; Huanlai Xing; Lexi Xu; Danyang Zheng; Jincheng Peng; Zhiwen Xiao; Li Feng (GLOBECOM, 2024)

Big Data Oriented Multi-Objective SFC Placement in Dynamic MEC: A Distributed DRL Approach. - Huanlai Xing; Yutong Pu; Xinhan Wang; Fuhong Song; Zhiwen Xiao; Li Feng; Lexi Xu (ICC, 2024)

Gloss: Guiding Large Language Models to Answer Questions from System Logs. - Shaohan Huang; Yi Liu 013; Jiaxing Qi; Jing Shang; Zhiwen Xiao; Carol J. Fung; Zhihui Wu; Hailong Yang; Zhongzhi Luan; Depei Qian (SANER, 2024)

BERT4Cache: a bidirectional encoder representations for data prefetching in cache. - Jing Shang; Zhihui Wu; Zhiwen Xiao; Yifei Zhang; Jibin Wang (PeerJ Comput. Sci., 2024)

A heuristic method for discovering multi-class classification rules from multi-source data in cloud-edge system. - Jing Shang; Zhiwen Xiao; Tao Tao; Jibin Wang; Zhihui Wu (J. King Saud Univ. Comput. Inf. Sci., 2024)

Deep Contrastive Representation Learning With Self-Distillation. - Zhiwen Xiao; Huanlai Xing; Bowen Zhao 002; Rong Qu; Shouxi Luo; Penglin Dai; Ke Li 020; Zonghai Zhu (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Densely Knowledge-Aware Network for Multivariate Time Series Classification. - Zhiwen Xiao; Huanlai Xing; Rong Qu; Li Feng; Shouxi Luo; Penglin Dai; Bowen Zhao 002; Yuanshun Dai (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Distributed cache strategy based on LT codes under spark platform. - Jing Shang; Yifei Zhang; Jibin Wang; Zhihui Wu; Zhiwen Xiao (J. Supercomput., 2024)

Self-Bidirectional Decoupled Distillation for Time Series Classification. - Zhiwen Xiao; Huanlai Xing; Rong Qu; Hui Li 020; Li Feng; Bowen Zhao 002; Jiayi Yang (IEEE Trans. Artif. Intell., 2024)

DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification. - Zhiwen Xiao; Xin Xu 009; Huanlai Xing; Bowen Zhao 002; Xinhan Wang; Fuhong Song; Rong Qu; Li Feng (IEEE Trans. Cogn. Dev. Syst., 2024)

Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication. - Jincheng Peng; Huanlai Xing; Lexi Xu; Shouxi Luo; Penglin Dai; Li Feng; Jing Song; Bowen Zhao 002; Zhiwen Xiao (IEEE Trans. Mob. Comput., 2024)

Energy-Efficient Trajectory Optimization With Wireless Charging in UAV-Assisted MEC Based on Multi-Objective Reinforcement Learning. - Fuhong Song; Mingsen Deng; Huanlai Xing; Yanping Liu; Fei Ye 004; Zhiwen Xiao (IEEE Trans. Mob. Comput., 2024)

On Forecasting-Oriented Time Series Transmission: A Federated Semantic Communication System. - Bowen Zhao 002; Huanlai Xing; Lexi Xu; Yang Li; Li Feng; Jincheng Peng; Zhiwen Xiao (IEEE Trans. Mob. Comput., 2024)

Large Model Empowered Multi-Modal Semantic Communication With Selective Tokens for Training. - Jincheng Peng; Huanlai Xing; Zhiwen Xiao; Lexi Xu; Xianfu Lei (IEEE Signal Process. Lett., 2025)

QHNet: A Novel Quad-Head Network for Real-Time Detection of Intruding Drones. - Qian Wan; Li Feng; Zhiwen Xiao; Zonghai Zhu; Huanlai Xing; Yunong Tian; Yurui Feng; Zong Wei (IEEE Trans. Geosci. Remote. Sens., 2025)

ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication. - Chenhao Zhang; Liang Wang; Jing Shang; Zhiwen Xiao; Limin Xiao; Meng Han; Bing Wei; Runnan Shen; Jinquan Wang (Frontiers Comput. Sci., 2025)

CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition. - Zhiwen Xiao; Huagang Tong; Rong Qu; Huanlai Xing; Shouxi Luo; Zonghai Zhu; Fuhong Song; Li Feng (IEEE Trans. Neural Networks Learn. Syst., 2025)

Federated Contrastive Learning With Feature-Based Distillation for Human Activity Recognition. - Zhiwen Xiao; Huagang Tong (IEEE Trans. Comput. Soc. Syst., 2025)