Huanlai Xing

160 papers A* 1B 17C 3Journal 114Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptable Variational Information Bottleneck for Task-Oriented Edge Inference.
IEEE Trans. Netw. Sci. Eng.
Exaud Tarimo, Huanlai Xing, Lexi Xu, Jincheng Peng, Li Feng
2026 J jnl
Adaptive Timescale Hierarchical Learning for Energy-Efficient Service Deployment and Delivery in MEC.
IEEE Trans. Serv. Comput.
Xiangyi Chen, Guangjie Han, Huanlai Xing, Yuanguo Bi, Xingwei Wang
2026 J jnl
Age-of-Information-Aware Hierarchical Collaborative Inference in Digital Twin-Enabled Vehicular Edge Computing.
IEEE Trans. Netw. Sci. Eng.
Xiangyi Chen, Huanlai Xing, Qinnan Zhang, Zehui Xiong, Yuanguo Bi, Xingwei Wang
2026 J jnl
Approximate Gradient Synchronization With Adaptive Quantized Gradient Broadcast.
Future Gener. Comput. Syst.
Shouxi Luo, Xue Liu, Ke Li, Huanlai Xing, Xu Zhang
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
Lightweight Edge Learning via Dataset Pruning.
CoRR
Laha Ale, Hu Luo, Mingsheng Cao, Shichao Li, Huanlai Xing, Haifeng Sun
2026 J jnl
Maximizing the benefits of in-network aggregation with joint job placement and routing control.
Future Gener. Comput. Syst.
Shouxi Luo, Xiaoyu Yu, Huanlai Xing, Ke Li, Bo Peng
2026 J jnl
Maximizing the computation-communication overlap for distributed deep learning with approximate AllReduce.
Future Gener. Comput. Syst.
Shouxi Luo, Gaolin Tang, Xue Liu, Huanlai Xing
2026 J jnl
Model Migration in Digital Twin-Empowered Vehicular Edge Computing With AoI-Aware Decentralized Bilevel Learning.
IEEE Trans. Mob. Comput.
Xiangyi Chen, Yuanguo Bi, Huanlai Xing, Danyang Zheng, Mahesh K. Marina
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
NFV-Based Security Estimation and Classification Approaches for AIGC-Enabled Edge Networks.
IEEE Trans. Netw. Sci. Eng.
Chao Wang, Danyang Zheng, Huanlai Xing, Wenyi Tang, Honghui Xu, Yihan Zhong, Xiaojun Cao
2026 J jnl
PSMEKL: Positional and structural multiple empirical kernel learning for node embedding.
Neural Networks
Zonghai Zhu, Xinshuai Wei, Huanlai Xing, Li Feng, De Chen, Yuge Xu
2026 J jnl
Pre-Matching Enhanced Hierarchical Double Auction for Collaborative Task Offloading in Vehicle-Edge-Cloud Systems.
IEEE Trans. Netw. Sci. Eng.
Kangli Zhao, Xincao Xu, Penglin Dai, Huanlai Xing, Xiao Wu
2026 J jnl
Progress and Bandwidth Aware Partial Model Synchronization With Selective Reduce.
IEEE Trans. Netw. Sci. Eng.
Shouxi Luo, Zhen Liu, Qing Rao, Ke Li, Huanlai Xing
2026 J jnl
Toward Latency Differentials Optimization in Deploying URLLC Service Function Chains.
IEEE Trans. Serv. Comput.
Danyang Zheng, Kai Huang, Huanlai Xing, Xiaojun Cao
2025 J jnl
A Cooperative Kernel-Based Method for Task Offloading in Vehicular Edge Computing.
IEEE Trans. Netw. Sci. Eng.
Kangli Zhao, Penglin Dai, Huanlai Xing, Xiao Wu
2025 C conf
A Learning-Driven Approach for Real-Time Video Analysis in Dynamic Edge Networks.
EUC
Xianyang Xu, Rong Cong, Huanlai Xing, Zhiwei Zhao
2025 B conf
A Runtime- and Cost-Efficient Approach of Deploying Mixture-of-Experts in Edge Networks.
GLOBECOM
Yuqian Wu, Danyang Zheng, Jiaqi Ren, Huanlai Xing, Wenyi Tang, Xiaojun Cao
2025 J jnl
A cost-provable solution for reliable in-network computing-enabled services deployment.
Comput. Networks
Xiaorong Liu, Danyang Zheng, Huanlai Xing, Li Feng, Chengzong Peng, Xiaojun Cao
2025 B conf
AoI-Error-Aware Data Synchronization for Vehicular Digital Twin.
GLOBECOM
Ke Li, Xinbang Zhang, Jing Li, Haojun Huang, Shouxi Luo, Huanlai Xing
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 J jnl
Checkflow: Low-Overhead Checkpointing for Deep Learning Training.
IEEE Comput. Archit. Lett.
Hangyu Liu, Shouxi Luo, Ke Li, Huanlai Xing, Bo Peng
2025 B conf
Cost-Efficient Knowledge Distillation-enabled Student Models Placement in Edge Networks.
GLOBECOM
Weiqing Zeng, Danyang Zheng, Huanlai Xing, Wenting Wei, Chao Wang, Xiaojun Cao
2025 J jnl
Domain-Specific Transport Protocols for In-Network Processing at the Edge: A Case Study of Accelerating Model Synchronization.
IEEE Trans. Mob. Comput.
Shouxi Luo, Peidong Zhang, Xin Song, Pingzhi Fan, Huanlai Xing, Long Luo, Hongfang Yu
2025 B conf
Dynamic Online Resource Allocation for Synchronization, Retraining, and Inference in Digital Twin Network.
GLOBECOM
Ke Li, Weichen Tian, Jing Li, Penglin Dai, Shouxi Luo, Huanlai Xing
2025 — conf
Efficient In-Network Aggregation With Adaptive Quantization.
APNet
Zhongxu Su, Shouxi Luo, Ke Li, Huanlai Xing, Bo Peng
2025 J jnl
Efficient Parameter Synchronization for Peer-to-Peer Distributed Learning With Selective Multicast.
IEEE Trans. Serv. Comput.
Shouxi Luo, Pingzhi Fan, Ke Li, Huanlai Xing, Long Luo, Hongfang Yu
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
Joint Optimization of Device Placement and Model Partitioning for Cooperative DNN Inference in Heterogeneous Edge Computing.
IEEE Trans. Mob. Comput.
Penglin Dai, Biao Han, Ke Li, Xincao Xu, Huanlai Xing, Kai Liu
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
MGATAF: multi-channel graph attention network with adaptive fusion for cancer-drug response prediction.
BMC Bioinform.
Dhekra Saeed, Huanlai Xing, Barakat AlBadani, Li Feng, Raeed Al-Sabri, Monir Abdullah, Amir Rehman
2025 J jnl
Multi-Objective Dependent Task Scheduling, Resource Allocation, and Service Caching in Aerial-Ground Integrated MEC.
IEEE Trans. Intell. Transp. Syst.
Fuhong Song, Huanlai Xing, Lexi Xu, Ming Xiao, Yanping Liu, Mingsen Deng, Xu Chen, Xianfu Lei
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
QoE-Aware Latency Optimization in Semantic Transmission Empowered Edge Assisted AR.
IEEE Trans. Veh. Technol.
Liu Yang, Yuan Wu, Huanlai Xing, Li Feng, Tian Wang, Weijia Jia
2025 J jnl
Security Enhanced Computation Offloading for Collaborative Inference at Semantic-Communication-Empowered Edge.
IEEE Trans. Mob. Comput.
Jincheng Peng, Huanlai Xing, Xiangyi Chen, Yang Li, Yunhe Cui, Danyang Zheng, Laha Ale, Li Feng
2025 J jnl
Toward Prompt Chain Deployment in Zero Trust-Enabled Compute First Networks.
IEEE Trans. Consumer Electron.
Ying Li, Danyang Zheng, He Fang, Huanlai Xing, Xiangyi Chen, Xiaojun Cao
2025 C conf
Towards Profits Optimization in LLM Inference Model Deployment at the Network Edge.
IPCCC
Yuqi Zhang, Danyang Zheng, Huanlai Xing, Honghui Xu, Chengzong Peng, Chao Wang, Xiaojun Cao
2025 — conf
Towards Prompt Chain Deployment Cost Optimization in Zero Trust-Enabled Networks.
ICC
Ying Li, Jiaqi Ren, Huanlai Xing, Chengzong Peng, Danyang Zheng, Xiaojun Cao
2024 J jnl
A cooperative approach to efficient global optimization.
J. Glob. Optim.
Dawei Zhan, Jintao Wu, Huanlai Xing, Tianrui Li
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
AoI and Energy Tradeoff for Aerial-Ground Collaborative MEC: A Multi-Objective Learning Approach.
IEEE Trans. Mob. Comput.
Fuhong Song, Qixun Yang, Mingsen Deng, Huanlai Xing, Yanping Liu, Xi Yu, Kaiju Li, Lexi Xu
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 Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Penglin Dai, Biao Han, Xiao Wu, Huanlai Xing, Bingyi Liu, Kai Liu
2024 J jnl
Efficient Cross-Cloud Partial Reduce With CREW.
IEEE Trans. Parallel Distributed Syst.
Shouxi Luo, Renyi Wang, Ke Li, Huanlai Xing
2024 J jnl
Efficient Inter-Datacenter AllReduce With Multiple Trees.
IEEE Trans. Netw. Sci. Eng.
Shouxi Luo, Renyi Wang, Huanlai Xing
2024 J jnl
Efficient and Flexible Component Placement for Serverless Computing.
IEEE Syst. J.
Shouxi Luo, Ke Li, Huanlai Xing, Pingzhi Fan
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 B conf
Energy-efficient Service Deployment Based on Multi-Dimensional Features in Mobile Edge Computing: A Learning-Based Approach.
GLOBECOM
Xiangyi Chen, Yang Li, Huanlai Xing, Danyang Zheng, Min Li, Lexi Xu, Hai Zhao
2024 J jnl
FMLGLN: Fast Multi-layer Graph Linear Network.
Eng. Appl. Artif. Intell.
Zonghai Zhu, Huanlai Xing, Yuge Xu
2024 J jnl
FedCSCD-GAN: A secure and collaborative framework for clinical cancer diagnosis via optimized federated learning and GAN.
Biomed. Signal Process. Control.
Amir Rehman, Huanlai Xing, Li Feng, Mehboob Hussain, Nighat Gulzar, Muhammad Adnan Khan, Abid Hussain, Dhekra Saeed
2024 J jnl
Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks.
IEEE Trans. Consumer Electron.
Penglin Dai, Yaorong Huang, Xiao Wu, Ke Li, Huanlai Xing, Kai Liu
2024 J jnl
HCDP-DELM: Heterogeneous chronic disease prediction with temporal perspective enabled deep extreme learning machine.
Knowl. Based Syst.
Amir Rehman, Huanlai Xing, Mehboob Hussain, Nighat Gulzar, Muhammad Adnan Khan, Abid Hussain, Sajid Mahmood
2024 B conf
HFI: High-Frequency Component Injection based Invisible Image Backdoor Attack.
TrustCom
Huanlai Xing, Xuxu Li, Jing Song, Lexi Xu, Jincheng Peng, Bowen Zhao, Li Feng
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
Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing.
IEEE Trans. Mob. Comput.
Penglin Dai, Yaorong Huang, Kaiwen Hu, Xiao Wu, Huanlai Xing, Zhaofei Yu
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
Provably efficient security-aware service function tree composing and embedding in multi-vendor networks.
Comput. Networks
Danyang Zheng, Huanlai Xing, Li Feng, Xiaojun Cao
2024 J jnl
Releasing the Power of In-Network Aggregation With Aggregator-Aware Routing Optimization.
IEEE/ACM Trans. Netw.
Shouxi Luo, Xiaoyu Yu, Ke Li, Huanlai Xing
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
2024 J jnl
Task-Oriented Multi-User Semantic Communication With Lightweight Semantic Encoder and Fast Training for Resource-Constrained Terminal Devices.
IEEE Wirel. Commun. Lett.
Jincheng Peng, Huanlai Xing, Yang Li, Li Feng, Lexi Xu, Xianfu Lei
2024 B conf
Towards Optimal Topology-Aware AllReduce Synthesis.
IWQoS
Wenhao Lv, Shouxi Luo, Ke Li, Huanlai Xing
2023 J jnl
A Fast Multipoint Expected Improvement for Parallel Expensive Optimization.
IEEE Trans. Evol. Comput.
Dawei Zhan, Yun Meng, Huanlai Xing
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
Automatic Intelligent Chronic Kidney Disease Detection in Healthcare 5.0.
TrustCom
Geng Tian, Amir Rehman, Huanlai Xing, Li Feng, Nighat Gulzar, Abid Hussain
2023 J jnl
Balanced neighbor exploration for semi-supervised node classification on imbalanced graph data.
Inf. Sci.
Zonghai Zhu, Huanlai Xing, Yuge Xu
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 J jnl
Emerging technologies for COVID (ET-CoV) detection and diagnosis: Recent advancements, applications, challenges, and future perspectives.
Biomed. Signal Process. Control.
Amir Rehman, Huanlai Xing, Muhammad Adnan Khan, Mehboob Hussain, Abid Hussain, Nighat Gulzar
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 J jnl
Meeting Coflow Deadlines in Data Center Networks With Policy-Based Selective Completion.
IEEE/ACM Trans. Netw.
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Hongfang Yu
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
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Parallel Distributed Syst.
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
2023 J jnl
Rethinking attention mechanism in time series classification.
Inf. Sci.
Bowen Zhao, Huanlai Xing, Xinhan Wang, Fuhong Song, Zhiwen Xiao
2023 J jnl
Stacked denoising autoencoder for missing traffic data reconstruction via mobile edge computing.
Neural Comput. Appl.
Penglin Dai, Jingtao Luo, Kangli Zhao, Huanlai Xing, Xiao Wu
2022 J jnl
A Distributed Algorithm for Task Offloading in Vehicular Networks With Hybrid Fog/Cloud Computing.
IEEE Trans. Syst. Man Cybern. Syst.
Zongkai Liu, Penglin Dai, Huanlai Xing, Zhaofei Yu, Wei Zhang
2022 J jnl
A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks.
IEEE Trans. Intell. Transp. Syst.
Penglin Dai, Kaiwen Hu, Xiao Wu, Huanlai Xing, Fei Teng, Zhaofei Yu
2022 J jnl
An ACO for energy-efficient and traffic-aware virtual machine placement in cloud computing.
Swarm Evol. Comput.
Huanlai Xing, Jing Zhu, Rong Qu, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
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
Approximate Gradient Synchronization with AQGB.
APNet
Xue Liu, Shouxi Luo, Ke Li, Huanlai Xing
2022 J jnl
Defending saturation attacks on SDN controller: A confusable instance analysis-based algorithm.
Comput. Networks
Longyan Ran, Yunhe Cui, Chun Guo, Qing Qian, Guowei Shen, Huanlai Xing
2022 J jnl
Easy balanced mixing for long-tailed data.
Knowl. Based Syst.
Zonghai Zhu, Huanlai Xing, Yuge Xu
2022 — conf
Efficient Partial Reduce Across Clouds.
APNet
Renyi Wang, Shouxi Luo, Ke Li, Huanlai Xing
2022 — conf
Eliminating Communication Bottlenecks in Cross-Device Federated Learning with In-Network Processing at the Edge.
ICC
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Long Luo, Hongfang Yu
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
Fast Parameter Synchronization for Distributed Learning with Selective Multicast.
ICC
Shouxi Luo, Pingzhi Fan, Ke Li, Huanlai Xing, Long Luo, Hongfang Yu
2022 J jnl
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach.
Future Gener. Comput. Syst.
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li
2022 J jnl
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach.
CoRR
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
2022 B conf
Poster: Selective Reduce for Heterogeneous Distributed Training.
ICNP
Zhen Liu, Shouxi Luo, Ke Li, Huanlai Xing
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
2022 J jnl
Spectrum sensing in cognitive radio: A deep learning based model.
Trans. Emerg. Telecommun. Technol.
Huanlai Xing, Haoxiang Qin, Shouxi Luo, Penglin Dai, Lexi Xu, Xinzhou Cheng
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 Fast Kriging-Assisted Evolutionary Algorithm Based on Incremental Learning.
IEEE Trans. Evol. Comput.
Dawei Zhan, Huanlai Xing
2021 B conf
A Population Prescreening Strategy for Kriging-Assisted Evolutionary Computation.
CEC
Dawei Zhan, Huanlai Xing
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 two-stage approach for multicast-oriented virtual network function placement.
Appl. Soft Comput.
Xinhan Wang, Huanlai Xing, Dawei Zhan, Shouxi Luo, Penglin Dai, Muhammad Azhar Iqbal
2021 A* conf
Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks.
INFOCOM
Penglin Dai, Kaiwen Hu, Xiao Wu, Huanlai Xing, Zhaofei Yu
2021 — conf
Cell Load and Resource-aware Flow Shifting Scheme based on Heterogeneous Mobile Networks Data.
ICT-DM
Lexi Xu, Gaofeng Cui, Chaowei Wang, Xin Hu, Huanlai Xing, Chen Cheng, Xinzhou Cheng, Tao Zhang, Jie Gao, Xin He, Kun Chao
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
2021 J jnl
Softwarized IP Multicast in the Cloud.
IEEE Netw.
Shouxi Luo, Huanlai Xing, Pingzhi Fan
2021 J jnl
Towards DDoS detection mechanisms in Software-Defined Networking.
J. Netw. Comput. Appl.
Yunhe Cui, Qing Qian, Chun Guo, Guowei Shen, Youliang Tian, Huanlai Xing, Lianshan Yan
2020 J jnl
A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing.
IEEE Internet Things J.
Fuhong Song, Huanlai Xing, Shouxi Luo, Dawei Zhan, Penglin Dai, Rong Qu
2020 J jnl
Correlation Analysis of Vital Signs to Monitor Disease Risks in Ubiquitous Healthcare System.
EAI Endorsed Trans. Ind. Networks Intell. Syst.
Hassan Murtaza, Muhammad Azhar Iqbal, Qammer H. Abbasi, Sajjad Hussain, Huanlai Xing, Muhammad Ali Imran
2020 J jnl
Efficient File Dissemination in Data Center Networks With Priority-Based Adaptive Multicast.
IEEE J. Sel. Areas Commun.
Shouxi Luo, Hongfang Yu, Ke Li, Huanlai Xing
2020 J jnl
Efficient Multisource Data Delivery in Edge Cloud With Rateless Parallel Push.
IEEE Internet Things J.
Shouxi Luo, Tie Ma, Wei Shan, Pingzhi Fan, Huanlai Xing, Hongfang Yu
2020 J jnl
Expected improvement for expensive optimization: a review.
J. Glob. Optim.
Dawei Zhan, Huanlai Xing
2020 — conf
LNAD: Towards Lightweight Network Anomaly Detection in Software-Defined Networking.
HPCC/DSS/SmartCity
Yunhe Cui, Qing Qian, Huanlai Xing, Saifei Li
2020 J jnl
Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks.
IEEE Trans. Veh. Technol.
Penglin Dai, Zihua Hang, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor Chung Sing Lee
2020 J jnl
Near-Optimal Multicast Tree Construction in Leaf-Spine Data Center Networks.
IEEE Syst. J.
Shouxi Luo, Huanlai Xing, Ke Li
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
2020 B conf
Selective Coflow Completion for Time-sensitive Distributed Applications with Poco.
ICPP
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Hongfang Yu
2020 J jnl
Special focus on artificial intelligence for optical communications.
Sci. China Inf. Sci.
Yuefeng Ji, Chao Lu, Darko Zibar, Huanlai Xing
2019 — conf
A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing.
ICC
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor C. S. Lee
2019 — conf
A PBIL for delay constrained virtual network function placement with load balancing.
ACM TUR-C
Huanlai Xing, Song Li, Penglin Dai, Shouxi Luo, Ke Li, Hui Yang
2019 J jnl
A modified artificial bee colony algorithm for load balancing in network-coding-based multicast.
Soft Comput.
Huanlai Xing, Fuhong Song, Lianshan Yan, Wei Pan
2019 J jnl
An integer encoding grey wolf optimizer for virtual network function placement.
Appl. Soft Comput.
Huanlai Xing, Xinyu Zhou, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li, Hui Yang
2019 J jnl
Bandwidth-Aware Traffic Sensing in Vehicular Networks with Mobile Edge Computing.
Sensors
Kong Ye, Penglin Dai, Xiao Wu, Yan Ding, Huanlai Xing, Zhaofei Yu
2019 J jnl
Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks.
IEEE Internet Things J.
Penglin Dai, Kai Liu, Xiao Wu, Zhaofei Yu, Huanlai Xing, Victor Chung Sing Lee
2019 B conf
Joint Resource Optimization for Adaptive Multimedia Services in MEC-Based Vehicular Networks.
GLOBECOM
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Jing Xu, Victor C. S. Lee
2019 B conf
Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks.
WCNC
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Victor C. S. Lee
2018 — conf
An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks.
NAS
Penglin Dai, Kai Liu, Ke Xiao, Junhua Wang, Zhaofei Yu, Huanlai Xing
2017 J jnl
A hybrid EDA for load balancing in multicast with network coding.
Appl. Soft Comput.
Huanlai Xing, Saifei Li, Yunhe Cui, Lianshan Yan, Wei Pan, Rong Qu
2017 J jnl
An improved MOEA/D algorithm for multi-objective multicast routing with network coding.
Appl. Soft Comput.
Huanlai Xing, Zhaoyuan Wang, Tianrui Li, Hui Li, Rong Qu
2017 B conf
SD-HDC: Software-Defined Hybrid Optical/Electrical Data Center Architecture.
GLOBECOM
Yunhe Cui, Lianshan Yan, Huanlai Xing, Hui Yang, Jin Chen, Wei Pan
2016 J jnl
A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization.
IEEE Trans. Evol. Comput.
Zhaoyuan Wang, Huanlai Xing, Tianrui Li, Yan Yang, Rong Qu, Yi Pan
2016 — conf
A PBIL for Load Balancing in Network Coding Based Multicasting.
ICCSA (2)
Huanlai Xing, Ying Xu, Rong Qu, Lexi Xu
2016 — conf
A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding.
ISCIT
Huanlai Xing, Lexi Xu, Rong Qu, Zhijian Qu
2016 C conf
An Estimation Method on the Number of Candidate Nodes in Opportunistic Routing.
PDCAT
Xinyou Zhang, Leiyi Chen, Huanlai Xing
2016 — conf
On Minimizing Network Coding Resource: A Modified Particle Swarm Optimization Approach.
MSN
Huanlai Xing, Fuhong Song, Zhaoyuan Wang, Tianrui Li, Yan Yang
2016 J jnl
SD-Anti-DDoS: Fast and efficient DDoS defense in software-defined networks.
J. Netw. Comput. Appl.
Yunhe Cui, Lianshan Yan, Saifei Li, Huanlai Xing, Wei Pan, Jian Zhu, Xiaoyang Zheng
2016 — conf
Self-optimised joint traffic offloading in heterogeneous cellular networks.
ISCIT
Lexi Xu, Yuting Luan, Xinzhou Cheng, Huanlai Xing, Yu Liu, Xiangui Jiang, Weiwei Chen, Kun Chao
2016 J jnl
Semi-supervised hierarchical clustering ensemble and its application.
Neurocomputing
Wenchao Xiao, Yan Yang, Hongjun Wang, Tianrui Li, Huanlai Xing
2016 J jnl
机会路由中一种候选节点数量估计方法 (Estimation Method of Number of Candidate Nodes in Opportunistic Routing).
计算机科学
Jinbao Yao, Xinyou Zhang, Huanlai Xing
2015 J jnl
An Improved MOEA/D for QoS Oriented Multimedia Multicasting with Network Coding.
EAI Endorsed Trans. Security Safety
Zhaoyuan Wang, Huanlai Xing, Tianrui Li, Yan Yang, Rong Qu
2015 — conf
Clustering Algorithm Based on Fruit Fly Optimization.
RSKT
Wenchao Xiao, Yan Yang, Huanlai Xing, Xiaolong Meng
2015 — conf
Self-optimised Coordinated Traffic Shifting Scheme for LTE Cellular Systems.
ICSON
Lexi Xu, Xinzhou Cheng, Yue Chen, Kun Chao, Dantong Liu, Huanlai Xing
2015 J jnl
Trajectory Data Mining in Distributed Sensor Networks.
Int. J. Distributed Sens. Networks
Shaojie Qiao, Huidong Jin, Yunjun Gao, Lu-An Tang, Huanlai Xing
2014 — conf
A Multi-objective Jumping Particle Swarm Optimization Algorithm for the Multicast Routing.
ICSI (1)
Ying Xu, Huanlai Xing
2014 J jnl
A path-oriented encoding evolutionary algorithm for network coding resource minimization.
J. Oper. Res. Soc.
Huanlai Xing, Rong Qu, Graham Kendall, Ruibin Bai
2014 J jnl
On minimizing coding operations in network coding based multicast: an evolutionary algorithm.
Appl. Intell.
Huanlai Xing, Rong Qu, Lin Bai, Yuefeng Ji
2013 J jnl
A nondominated sorting genetic algorithm for bi-objective network coding based multicast routing problems.
Inf. Sci.
Huanlai Xing, Rong Qu
2013 — —
Evolutionary approaches for network coding based multicast routing problems.
Huanlai Xing
2013 J jnl
Improving the performance of the BioHEL learning classifier system.
Expert Syst. Appl.
Xiao-Lei Xia, Huanlai Xing
2012 J jnl
A compact genetic algorithm for the network coding based resource minimization problem.
Appl. Intell.
Huanlai Xing, Rong Qu
2011 — conf
A Population Based Incremental Learning for Delay Constrained Network Coding Resource Minimization.
EvoApplications (2)
Huanlai Xing, Rong Qu
2011 J jnl
A Population Based Incremental Learning for Network Coding Resources Minimization.
IEEE Commun. Lett.
Huanlai Xing, Rong Qu
2009 J jnl
A multi-granularity evolution based Quantum Genetic Algorithm for QoS multicast routing problem in WDM networks.
Comput. Commun.
Huanlai Xing, Xin Liu, Xing Jin, Lin Bai, Yuefeng Ji
2009 J jnl
An adaptive-evolution-based quantum-inspired evolutionary algorithm for QoS multicasting in IP/DWDM networks.
Comput. Commun.
Huanlai Xing, Yuefeng Ji, Lin Bai, Xin Liu, Zhijian Qu, Xiaoling Wang
2008 — conf
A Quantum-Inspired Evolutionary Algorithm for Coding Resource Optimization based Network Coding Multicasting.
SKG
Huanlai Xing, Lin Bai, Yuefeng Ji, Yongmei Sun