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 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)

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)

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)

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)

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)

On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach. - Xinhan Wang; Huanlai Xing; Fuhong Song; Shouxi Luo; Penglin Dai; Bowen Zhao 002 (IEEE Trans. Parallel Distributed Syst., 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)

HFI: High-Frequency Component Injection based Invisible Image Backdoor Attack. - Huanlai Xing; Xuxu Li; Jing Song; Lexi Xu; Jincheng Peng; Bowen Zhao 002; Li Feng (TrustCom, 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)

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)

On Forecasting-Oriented Time Series Transmission: A Federated Semantic Communication System. - Bowen Zhao 002; Huanlai Xing; Lexi Xu; Yang Li 049; Li Feng; Jincheng Peng; Zhiwen Xiao (IEEE Trans. Mob. Comput., 2024)