Zhiwen Xiao

62 papers A 1B 7Journal 42Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Defending Backdoor Attacks in Task-Oriented Multi-User Semantic Communication: A Contrastive Training Approach.
IEEE Trans. Netw. Sci. Eng.
Jincheng Peng, Huanlai Xing, Lexi Xu, Shouxi Luo, Penglin Dai, Li Feng, Laha Ale, Bowen Zhao, Zhiwen Xiao
2026 J jnl
Ensemble Transitive Bidirectional Decoupled Self-Distillation for Time-Series Classification.
IEEE Trans. Syst. Man Cybern. Syst.
Zhiwen Xiao, Huanlai Xing, Rong Qu, Hui Li, Li Feng, Bowen Zhao, Qian Wan
2026 J jnl
Feature-Enriched Mutual Distillation with Semi-Supervised Contrastive Learning for Electroencephalogram Signal Classification.
ACM Trans. Comput. Heal.
Zhiwen Xiao, Qian Wan
2026 J jnl
Multi-Objective Reinforcement Learning-Based Dependent Task Scheduling With Service Caching in Mobile Edge Computing.
IEEE Trans. Cogn. Commun. Netw.
Fuhong Song, Mingsen Deng, Huanlai Xing, Yanping Liu, Zhiwen Xiao, Lexi Xu, Xianfu Lei
2026 J jnl
Source-Free Domain Adaptation with complex distribution considerations for time series data.
Data Knowl. Eng.
Jing Shang, Zunming Chen, Zhiwen Xiao, Zhihui Wu, Yifei Zhang, Jibing Wang
2025 J jnl
CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Zhiwen Xiao, Huagang Tong, Rong Qu, Huanlai Xing, Shouxi Luo, Zonghai Zhu, Fuhong Song, Li Feng
2025 B conf
Empowering Larger Model Training via Cloud-Edge-End Collaborative Federated Learning.
GLOBECOM
Jing Shang, Zunming Chen, Zhihui Wu, Zhiwen Xiao, Yifei Zhang, Jiaxi Wu
2025 J jnl
Federated Contrastive Learning With Feature-Based Distillation for Human Activity Recognition.
IEEE Trans. Comput. Soc. Syst.
Zhiwen Xiao, Huagang Tong
2025 J jnl
Heterogeneous Mutual Knowledge Distillation for Wearable Human Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Zhiwen Xiao, Huanlai Xing, Rong Qu, Hui Li, Xinzhou Cheng, Lexi Xu, Li Feng, Qian Wan
2025 J jnl
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication.
Frontiers Comput. Sci.
Chenhao Zhang, Liang Wang, Jing Shang, Zhiwen Xiao, Limin Xiao, Meng Han, Bing Wei, Runnan Shen, Jinquan Wang
2025 J jnl
Knowledge Aggregation Transformer Network for Multivariate Time Series Classification.
IEEE Trans. Big Data
Zhiwen Xiao, Huanlai Xing, Rong Qu, Hui Li, Huagang Tong, Shouxi Luo, Jing Song, Li Feng, Qian Wan
2025 J jnl
Large Model Empowered Multi-Modal Semantic Communication With Selective Tokens for Training.
IEEE Signal Process. Lett.
Jincheng Peng, Huanlai Xing, Zhiwen Xiao, Lexi Xu, Xianfu Lei
2025 J jnl
LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm.
CoRR
Chunhui Wan, Xunan Dai, Zhuo Wang, Minglei Li, Yanpeng Wang, Yinan Mao, Yu Lan, Zhiwen Xiao
2025 J jnl
PeriodNet: Boosting the Potential of Attention Mechanism for Time Series Forecasting.
CoRR
Bowen Zhao, Huanlai Xing, Zhiwen Xiao, Jincheng Peng, Li Feng, Xinhan Wang, Rong Qu, Hui Li
2025 J jnl
QHNet: A Novel Quad-Head Network for Real-Time Detection of Intruding Drones.
IEEE Trans. Geosci. Remote. Sens.
Qian Wan, Li Feng, Zhiwen Xiao, Zonghai Zhu, Huanlai Xing, Yunong Tian, Yurui Feng, Zong Wei
2025 J jnl
Staggered Batch Scheduling: Co-optimizing Time-to-First-Token and Throughput for High-Efficiency LLM Inference.
CoRR
Jian Tian, Shuailong Li, Yang Cao, Wenbo Cui, Minghan Zhu, Wenkang Wu, Jianming Zhang, Yanpeng Wang, Zhiwen Xiao, Zhenyu Hou, Dou Shen
2024 J jnl
A heuristic method for discovering multi-class classification rules from multi-source data in cloud-edge system.
J. King Saud Univ. Comput. Inf. Sci.
Jing Shang, Zhiwen Xiao, Tao Tao, Jibin Wang, Zhihui Wu
2024 J jnl
Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication.
IEEE Trans. Mob. Comput.
Jincheng Peng, Huanlai Xing, Lexi Xu, Shouxi Luo, Penglin Dai, Li Feng, Jing Song, Bowen Zhao, Zhiwen Xiao
2024 J jnl
BERT4Cache: a bidirectional encoder representations for data prefetching in cache.
PeerJ Comput. Sci.
Jing Shang, Zhihui Wu, Zhiwen Xiao, Yifei Zhang, Jibin Wang
2024 — conf
Big Data Oriented Multi-Objective SFC Placement in Dynamic MEC: A Distributed DRL Approach.
ICC
Huanlai Xing, Yutong Pu, Xinhan Wang, Fuhong Song, Zhiwen Xiao, Li Feng, Lexi Xu
2024 J jnl
DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification.
IEEE Trans. Cogn. Dev. Syst.
Zhiwen Xiao, Xin Xu, Huanlai Xing, Bowen Zhao, Xinhan Wang, Fuhong Song, Rong Qu, Li Feng
2024 J jnl
Deep Contrastive Representation Learning With Self-Distillation.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
2024 J jnl
Densely Knowledge-Aware Network for Multivariate Time Series Classification.
IEEE Trans. Syst. Man Cybern. Syst.
Zhiwen Xiao, Huanlai Xing, Rong Qu, Li Feng, Shouxi Luo, Penglin Dai, Bowen Zhao, Yuanshun Dai
2024 J jnl
Distributed cache strategy based on LT codes under spark platform.
J. Supercomput.
Jing Shang, Yifei Zhang, Jibin Wang, Zhihui Wu, Zhiwen Xiao
2024 J jnl
Energy-Efficient Trajectory Optimization With Wireless Charging in UAV-Assisted MEC Based on Multi-Objective Reinforcement Learning.
IEEE Trans. Mob. Comput.
Fuhong Song, Mingsen Deng, Huanlai Xing, Yanping Liu, Fei Ye, Zhiwen Xiao
2024 A conf
Gloss: Guiding Large Language Models to Answer Questions from System Logs.
SANER
Shaohan Huang, Yi Liu, Jiaxing Qi, Jing Shang, Zhiwen Xiao, Carol J. Fung, Zhihui Wu, Hailong Yang, Zhongzhi Luan, Depei Qian
2024 B conf
Heterogeneous Federated Semantic Communication for Time Series Forecasting.
GLOBECOM
Bowen Zhao, Huanlai Xing, Lexi Xu, Danyang Zheng, Jincheng Peng, Zhiwen Xiao, Li Feng
2024 J jnl
On Forecasting-Oriented Time Series Transmission: A Federated Semantic Communication System.
IEEE Trans. Mob. Comput.
Bowen Zhao, Huanlai Xing, Lexi Xu, Yang Li, Li Feng, Jincheng Peng, Zhiwen Xiao
2024 J jnl
Self-Bidirectional Decoupled Distillation for Time Series Classification.
IEEE Trans. Artif. Intell.
Zhiwen Xiao, Huanlai Xing, Rong Qu, Hui Li, Li Feng, Bowen Zhao, Jiayi Yang
2023 — conf
A Multi-user Deep Semantic Communication System based on Federated Learning with Dynamic Model Aggregation.
ICC Workshops
Huanlai Xing, Haolan Zhang, Xinhan Wang, Lexi Xu, Zhiwen Xiao, Bowen Zhao, Shouxi Luo, Li Feng, Yuanshun Dai
2023 B conf
Accelerating Big Data Application by Eliminating Redundancy on Hadoop Cluster.
ICPADS
Kelun Lei, Shaokang Du, Xin You, Zhibo Xuan, Haoran Kong, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian
2023 J jnl
Classification-Oriented Distributed Semantic Communication for Multivariate Time Series.
IEEE Signal Process. Lett.
Bowen Zhao, Huanlai Xing, Xinhan Wang, Zhiwen Xiao, Lexi Xu
2023 B conf
Efficient Deep Molecular Dynamic Model Training on Heterogeneous System.
ICPADS
Shaokang Du, Xin You, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian
2023 J jnl
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
2023 — conf
FedDistillSC: A Distributed Semantic Communication System Based on Federated Distillation.
ICCT
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Bowen Zhao, Jincheng Peng, Shouxi Luo, Li Feng, Lexi Xu
2023 — conf
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.
HPCC/DSS/SmartCity/DependSys
Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu
2023 B conf
On ECG Signal Classification: An NAS-empowered Semantic Communication System.
TrustCom
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Xinhan Wang, Bowen Zhao, Shouxi Luo, Li Feng, Lexi Xu
2023 J jnl
Rethinking attention mechanism in time series classification.
Inf. Sci.
Bowen Zhao, Huanlai Xing, Xinhan Wang, Fuhong Song, Zhiwen Xiao
2023 — conf
THRCache: DRAM-NVM Multi-level Cache with Thresholded Heterogeneous Random Choices.
ICA3PP (4)
Tao Tao, Zhiwen Xiao, Jibin Wang, Jing Shang, Zhihui Wu
2022 — conf
A Reliable Service Function Chain Orchestration Method Based on Federated Reinforcement Learning.
CollaborateCom (1)
Zhiwen Xiao, Tao Tao, Zhuo Chen, Meng Yang, Jing Shang, Zhihui Wu, Zhiwei Guo
2022 J jnl
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification.
CoRR
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
2022 J jnl
An Efficient Federated Distillation Learning System for Multitask Time Series Classification.
IEEE Trans. Instrum. Meas.
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
2022 — conf
An Efficient Temporal Network with Dual Self-Distillation for Electroencephalography Signal Classification.
BIBM
Zhiwen Xiao, Haoxi Zhang, Huagang Tong, Xin Xu
2022 — conf
Binary Gaussian Mask Weighted Joint Dynamic and Static Guided Discriminative Correlation Filter for Visual Tracking.
HPCC/DSS/SmartCity/DependSys
Zhiwen Xiao, Xiaodan Hu, Hu Zhu
2022 — conf
Construction of Complex Brain Network Based on EEG Signals and Evaluation of General Anesthesia Status.
ICIRA (2)
Zhiwen Xiao, Ziyan Xu, Li Ma
2022 J jnl
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
CoRR
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
2022 — conf
Improving the Classification Effectiveness of Network Intrusion Detection Using Ensemble Machine Learning Techniques and Deep Neural Networks.
IDSTA
Yunpeng Zhang, Yash Gandhi, Zhixia Richard Li, Zhiwen Xiao
2022 J jnl
Rethinking Attention Mechanism in Time Series Classification.
CoRR
Bowen Zhao, Huanlai Xing, Xinhan Wang, Fuhong Song, Zhiwen Xiao
2022 J jnl
SelfMatch: Robust semisupervised time-series classification with self-distillation.
Int. J. Intell. Syst.
Huanlai Xing, Zhiwen Xiao, Dawei Zhan, Shouxi Luo, Penglin Dai, Ke Li
2021 J jnl
A DRL Agent for Jointly Optimizing Computation Offloading and Resource Allocation in MEC.
IEEE Internet Things J.
Juan Chen, Huanlai Xing, Zhiwen Xiao, Lexi Xu, Tao Tao
2021 J jnl
A federated learning system with enhanced feature extraction for human activity recognition.
Knowl. Based Syst.
Zhiwen Xiao, Xin Xu, Huanlai Xing, Fuhong Song, Xinhan Wang, Bowen Zhao
2021 J jnl
A new multi-process collaborative architecture for time series classification.
Knowl. Based Syst.
Zhiwen Xiao, Xin Xu, Haoxi Zhang, Edward Szczerbicki
2021 J jnl
Explainable Fraud Detection for Few Labeled Time Series Data.
Secur. Commun. Networks
Zhiwen Xiao, Jianbin Jiao
2021 B conf
Interpretable Credit Risk Assessment Based on Heuristic Knowledge Extraction Method.
ICTAI
Zhiwen Xiao, Jianbin Jiao
2021 B conf
RNTS: Robust Neural Temporal Search for Time Series Classification.
IJCNN
Zhiwen Xiao, Xin Xu, Huanlai Xing, Rong Qu, Fuhong Song, Bowen Zhao
2021 J jnl
RTFN: A robust temporal feature network for time series classification.
Inf. Sci.
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
2020 J jnl
A Novel IoT-Perceptive Human Activity Recognition (HAR) Approach Using Multihead Convolutional Attention.
IEEE Internet Things J.
Haoxi Zhang, Zhiwen Xiao, Juan Wang, Fei Li, Edward Szczerbicki
2020 J jnl
RTFN: A Robust Temporal Feature Network for Time Series Classification.
CoRR
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
2020 J jnl
RTFN: Robust Temporal Feature Network.
CoRR
Zhiwen Xiao, Xin Xu, Huanlai Xing, Juan Chen
2020 — conf
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
ICC
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2020 J jnl
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
CoRR
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2017 — conf
Model and Algorithm for Rescue Resource Assignment Problem in Disaster Response Based on Demand-Ability-Equipment Matching.
QTNA
Zhiwen Xiao, Guoqing Wang, Jianming Zhu