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Viewing Publication 1 - 68 from 68

2026

A responsive approach to multivariate time-series anomaly detection with K-distance based calibrated reconstructionJin Fan, Yanhao Bi, Jin'an Yao, Liangkang Huang, Huifeng Wu, Jia Wu. ijon, 659:131689, 2026. [doi]

Cost-Minimized Data Edge Access Model for Digital Twin Using Cloud-Edge CollaborationZheng Gao, Danfeng Sun, Jianyong Zhao, Huifeng Wu, Jia Wu 0001. tnsm, 23:252-266, 2026. [doi]

Dynamic contention-aware workflow scheduling on shared bus-based CPU-FPGA heterogeneous computing systemsHanyu Shi, Junjie Hu 0005, Hong Xu 0014, Junjie Li, Jiarui Peng, Huifeng Wu. eswa, 300:130421, 2026. [doi]

Time-torque coordinated optimization for trajectory planning of industrial robotsZeyun Xiao, Danfeng Sun, Donglai Zhu, Yong Wang, Yi Yan, Huifeng Wu. rcim, 99:103199, 2026. [doi]

An efficient occlusion-aware visibility assurance method for multi-robot vision-integrated manufacturingDonglai Zhu, Danfeng Sun, Junjie Hu 0005, Zeyun Xiao, Yi Yan, Huifeng Wu. rcim, 101:103301, 2026. [doi]

2025

Dynamic Modeling and Analysis of Bi-Directional Traffic Flows Through a Deep Spatio-Temporal Graph Neural NetworkJin Fan 0003, Fu Zhu, Wenchao Weng, Xinyi Zhang, Hanyu Jiang 0001, Hao Tian, Huifeng Wu. tbd, 11(6):3016-3028, December 2025. [doi]

A channel dependency decoupled two-stream model for multivariate time series analysisJin Fan 0003, Jie Liu, Huifeng Wu, Jiaqian Xiang, Yuxia Cheng, Guanhang Xu, Jia Wu 0001. mlc, 16(12):10081-10095, December 2025. [doi]

Extendable Multi-Device Collaborative Pipeline Parallel Inference in the Edge-Cloud ScenarioJunjie Hu 0005, Danfeng Sun, Jin Fan, Junwei Dong, Baiping Chen, Huifeng Wu, Jia Wu 0001. tce, 71(2):4065-4075, May 2025. [doi]

Blockchain-Enabled Distributed Authentication Mechanism for Industrial Device AccessJunjie Hu 0005, Danfeng Sun, Wei Lu, Junwei Dong, Huifeng Wu. tii, 21(4):2819-2828, April 2025. [doi]

A Cloud-Based High-Quality Code Intelligent Matching Tool for Industrial Control ProgramsYingzhe Bao, Danfeng Sun, Junhui Liu, Jin Fan, Huifeng Wu. WWW 2025: 2803-2806 [doi]

LITE: A Learning-Integrated Topological Explorer for Multi-Floor Indoor EnvironmentsJunhao Chen, Zhen Zhang, Chengrui Zhu, Xiaojun Hou, Tianyang Hu, Huifeng Wu, Yong Liu. iros 2025: 9533-9540 [doi]

Enhancing GCN Robustness Against Structural Attacks via Adaptive Spectrum FilteringJin Fan, Zheyu Wang, Zehao Wang, Jiajun Yang, Huifeng Wu, Jia Wu 0001. tifs, 20:10668-10682, 2025. [doi]

Long-term time series forecasting based on Siamese network: a perspective on few-shot learningJin Fan, Jiaqian Xiang, Jie Liu, Zheyu Wang, Huifeng Wu. mlc, 16(2):999-1014, February 2025. [doi]

Path-aware multi-scale learning for heterogeneous graph neural networkJin Fan, Jiajun Yang, Zhangyu Gu, Huifeng Wu, Danfeng Sun, Feiwei Qin, Jia Wu. NN, 191:107743, 2025. [doi]

A distribution feature extracting network with dual correlation for long sequence time-series forecastingJin Fan, Zehao Wang, Feiwei Qin, Huifeng Wu, Danfeng Sun, Jia Wu 0001. ijon, 649:130806, 2025. [doi]

An enhanced residual learning framework for Graph Neural Networks based on Dual Random WalkJin Fan, Zhangyu Gu, Jiajun Yang, Huifeng Wu, Danfeng Sun, Jia Wu. kbs, 324:113822, 2025. [doi]

SSIM over MSE: A new perspective for video anomaly detectionJin Fan, Miao Chen, Zhangyu Gu, Jiajun Yang, Huifeng Wu, Jia Wu. NN, 185:107115, 2025. [doi]

PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow PredictionJin Fan, Wenchao Weng, Qikai Chen, Huifeng Wu, Jia Wu 0001. NN, 183:106941, 2025. [doi]

OnSort: An O(n) Comparison-Free Sorter for Large-Scale Dataset With Parallel Prefetching and Sparse-Aware MechanismMuxuan Gao, Juntao Jiang, Shuangming Lei, Huifeng Wu, Jun Chen 0023, Yong Liu 0007. tcasII, 72(7):933-937, July 2025. [doi]

A protocol generation model for protocol-unknown IoT devicesZheng Gao, Danfeng Sun, Kai Wang, Jia Wu 0001, Huifeng Wu. fgcs, 166:107638, 2025. [doi]

MARF: Cooperative Multi-Agent Path Finding with Reinforcement Learning and Frenet Lattice in Dynamic EnvironmentsTianyang Hu, Zhen Zhang, Chengrui Zhu, Gang Xu, Yuchen Wu, Huifeng Wu, Yong Liu. icra 2025: 12607-12613 [doi]

FLARE: Fast Large-Scale Autonomous Exploration Guided by Unknown RegionsXinyang Liu, Min Lin, Shengbo Li, Gang Xu, Zhifang Wang, Huifeng Wu, Yong Liu 0007. ral, 10(11):12197-12204, November 2025. [doi]

Beetle Swarm With Constrained Lévy Flight for Image MatchingYubing Wu, Danfeng Sun, Mingjia Zhang, Jianyong Zhao, Huifeng Wu. tase, 22:3366-3376, 2025. [doi]

Graph-Based Intelligent Wrapping Framework for Industrial Control Program Snippets Based on Service Computing and LlmsHuifeng Wu, Yingzhe Bao, Junjie Hu 0005, Liutao Xiang, Danfeng Sun, Baiping Chen, Zhiguo Shi. icws 2025: 1024-1032 [doi]

Efficient Multi-Robot Task and Path Planning in Large-Scale Cluttered EnvironmentsGang Xu, Yuchen Wu, Sheng Tao, Yifan Yang, Tao Liu, Tao Huang, Huifeng Wu, Yong Liu 0007. ral, 10(9):9112-9119, September 2025. [doi]

DQFormer: Toward Unified LiDAR Panoptic Segmentation With Decoupled Queries for Large-Scale Outdoor ScenesYu Yang, Jianbiao Mei, Siliang Du, Yilin Xiao, Huifeng Wu, Xiao Xu, Yong Liu 0007. tgrs, 63:1-15, 2025. [doi]

SaSa: Semantic-aware Sequence Augmentor for RecommendationYucheng Zhong, Jin Fan, Danfeng Sun, Jiajun Yang, Huifeng Wu. ijcnn 2025: 1-8 [doi]

2024

Regional Assessment of Soil Moisture Active Passive Enhanced L3 Soil Moisture Product and Its Application in AgricultureLiming Zhu 0002, Guizhi Tian, Huifeng Wu, Maohua Ding, A-Xing Zhu, Tianwu Ma. remotesensing, 16(7):1225, April 2024. [doi]

Sepformer-Based Models: More Efficient Models for Long Sequence Time-Series ForecastingJin Fan, Zehao Wang, Danfeng Sun, Huifeng Wu. tetc, 12(2):432-443, April - June 2024. [doi]

Learning the feature distribution similarities for online time series anomaly detectionJin Fan, Yan Ge, Xinyi Zhang, Zheyu Wang, Huifeng Wu, Jia Wu 0001. NN, 180:106638, 2024. [doi]

RGDAN: A random graph diffusion attention network for traffic predictionJin Fan, Wenchao Weng, Hao Tian, Huifeng Wu, Fu Zhu, Jia Wu 0001. NN, 172:106093, 2024. [doi]

An unsupervised video anomaly detection method via Optical Flow decomposition and Spatio-Temporal feature learningJin Fan, Yuxiang Ji, Huifeng Wu, Yan Ge, Danfeng Sun, Jia Wu 0001. prl, 185:239-246, 2024. [doi]

A Comprehensive Survey on Collaborative Data-access Enablers in the IIoTDanfeng Sun, Junjie Hu 0005, Huifeng Wu, Jia Wu 0001, Jian Yang 0001, Quan Z. Sheng, Schahram Dustdar. ACM Comput. Surv., 56(2), February 2024. [doi]

Representing Multiview Time-Series Graph Structures for Multivariate Long-Term Time-Series ForecastingZehao Wang, Jin Fan, Huifeng Wu, Danfeng Sun, Jia Wu 0001. tai, 5(6):2651-2662, June 2024. [doi]

Dynamic Protocol Parsing System With Optimized Edge ContainersHuifeng Wu, Mingsong Pan, Jianyong Zhao, Danfeng Sun. tnsm, 21(5):5634-5646, October 2024. [doi]

Graph Anomaly Detection in Programmable Logic Controllers Based on Service ComputingHuifeng Wu, Junjie Hu 0005, Xi Tian, Zeyun Xiao, Danfeng Sun, René Simon. icws 2024: 1188-1197 [doi]

2023

An Adversarial Time-Frequency Reconstruction Network for Unsupervised Anomaly DetectionJin Fan, Zehao Wang, Huifeng Wu, Danfeng Sun, Jia Wu 0001, Xin Lu 0005. NN, 168:44-56, November 2023. [doi]

LUAD: A lightweight unsupervised anomaly detection scheme for multivariate time series dataJin Fan, Zhentao Liu, Huifeng Wu, Jia Wu, Zhanyu Si, Peng Hao, Tom H. Luan. ijon, 557:126644, November 2023. [doi]

OOA-UADS: Offline, Online, Analysis-an Unsupervised Anomaly Detection Solution for Multivariate Time SeriesJin Fan, Zhanyu Si, Zehao Wang, Danfeng Sun, Jia Wu 0001, Huifeng Wu. ijcnn 2023: 1-9 [doi]

Robust Terminal Recurrent Neural Network for Finding Exact Solution of the TVQP Problem With Various NoisesYing Kong, Jiajia Wu, Yunliang Jiang, Huifeng Wu. tii, 19(5):6907-6916, May 2023. [doi]

Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object TrackingTeli Ma, Mengmeng Wang, Jimin Xiao, Huifeng Wu, Yong Liu. iccv 2023: 9919-9929 [doi]

Cross-Level Dependability Assessment With a Distributed Split Mechanism for Wireless Communication SystemsDanfeng Sun, Jianyong Zhao, Baiping Chen, Huifeng Wu, Jia Wu 0001. tnse, 10(5):2832-2842, September - October 2023. [doi]

Throughput Maximization Using Deep Complex Networks for Industrial Internet of ThingsDanfeng Sun, Yanlong Xi, Abdullah Yaqot, Horst Hellbrück, Huifeng Wu. sensors, 23(2):951, January 2023. [doi]

Attention-based deep convolutional neural network for spectral efficiency optimization in MIMO systemsDanfeng Sun, Abdullah Yaqot, Jiachen Qiu, Lutz Rauchhaupt, Ulrich Jumar, Huifeng Wu. nca, 35(18):12967-12978, June 2023. [doi]

A robust feature reinforcement framework for heterogeneous graphs neural networksZehao Wang, Huifeng Wu, Jin Fan, Danfeng Sun, Jia Wu 0001. fgcs, 141:143-153, April 2023. [doi]

A Decomposition Dynamic graph convolutional recurrent network for traffic forecastingWenchao Weng, Jin Fan, Huifeng Wu, Yujie Hu, Hao Tian, Fu Zhu, Jia Wu 0001. PR, 142:109670, October 2023. [doi]

2022

AUBRec: adaptive augmented self-attention via user behaviors for sequential recommendationJin Fan, Xiaofeng Yu, Zehao Wang, Weijie Wang, Danfeng Sun, Huifeng Wu. nca, 34(24):21715-21728, 2022. [doi]

An adaptive immune-following algorithm for intelligent optimal schedule of multiregional agricultural machineryYunliang Jiang, Xuyang Li, Zhen Yang, Xiongtao Zhang, Huifeng Wu. ijis, 37(11):9404-9423, 2022. [doi]

A Data Stream Cleaning System Using Edge Intelligence for Smart City Industrial EnvironmentsDanfeng Sun, Shan Xue, Huifeng Wu, Jia Wu 0001. tii, 18(2):1165-1174, 2022. [doi]

Dependability Prediction with Logical Link Correlation for Industrial Wireless Communication SystemsDanfeng Sun, Zeyun Xiao, Huifeng Wu. icufn 2022: 150-154 [doi]

FADA: A Cloud-Fog-Edge Architecture and Ontology for Data AcquisitionHuifeng Wu, Yi Yan, Baiping Chen, Feng Hou, Danfeng Sun. tcc, 10(3):1792-1805, 2022. [doi]

Design and Measurement of a Dual FBG High-Precision Shape Sensor for Wing Shape ReconstructionHuifeng Wu, Lei Liang, Hui Wang, Shu Dai, Qiwei Xu, Rui Dong. sensors, 22(1):168, 2022. [doi]

Time Synchronization Algorithm for Networked Control Systems Based on Stochastic SearchKehui Ye, Yi Yan, Huifeng Wu. tii, 18(1):26-34, 2022. [doi]

2021

OntoPLC: Semantic Model of PLC Programs for Code Exchange and Software ReuseYameng An, Feiwei Qin, Baiping Chen, Rene Simon, Huifeng Wu. tii, 17(3):1702-1711, 2021. [doi]

The Grain for Green Program Intensifies Trade-Offs between Ecosystem Services in Midwestern Shanxi, ChinaBaoan Hu, Zhijie Zhang, Hairong Han, Zuzheng Li, Xiaoqin Cheng, Fengfeng Kang, Huifeng Wu. remotesensing, 13(19):3966, 2021. [doi]

A time controlling neural network for time-varying QP solving with application to kinematics of mobile manipulatorsYing Kong, Yunliang Jiang, Junwen Zhou, Huifeng Wu. ijis, 36(1):403-420, 2021. [doi]

Intelligent Data Collaboration in Heterogeneous-device IoT PlatformsDanfeng Sun, Jia Wu 0001, Jian Yang 0001, Huifeng Wu. tosn, 17(3), 2021. [doi]

Multibuffers Multiobjects Optimal Matching Scheme for Edge Devices in IIoTHongping Wu, Yi Yan, Danfeng Sun, Huifeng Wu, Peng Liu. iotj, 8(14):11514-11525, 2021. [doi]

2020

Optimization of Edge-PLC-Based Fault Diagnosis With Random Forest in Industrial Internet of ThingsPeng Liu 0027, Yifan Zhang, Huifeng Wu, Tingting Fu. iotj, 7(10):9664-9674, 2020. [doi]

Dynamic Edge Access System in IoT EnvironmentHuifeng Wu, Danfeng Sun, Lan Peng, Yuan Yao, Jia Wu 0001, Quan Z. Sheng, Yi Yan. iotj, 7(4):2509-2520, 2020. [doi]

VCA Protocol-Based Multilevel Flexible Architecture on Embedded PLCs for Visual Servo ControlHuifeng Wu, Yi Yan, Danfeng Sun, Rene Simon. tie, 67(3):2450-2459, 2020. [doi]

2019

Edge Computing in an IoT Base Station System: Reprogramming and Real-Time TasksHuifeng Wu, Junjie Hu, Jiexiang Sun, Danfeng Sun. complexity, 2019, 2019. [doi]

A Customized Real-Time Compilation for Motion Control in Embedded PLCsHuifeng Wu, Yi Yan, Danfeng Sun, Rene Simon. tii, 15(2):812-821, 2019. [doi]

2018

Optimal Weighted Extreme Learning Machine for Imbalanced Learning with Differential Evolution [Research Frontier]JongHyok Ri, Liang Liu, Yong Liu, Huifeng Wu, Wenliang Huang, Hun Kim. cim, 13(3):32-47, 2018. [doi]

2011

2007

An Improved Intelligent Calibration Method for Vortex FlowmeterYi Yan, Huifeng Wu. amcc 2007: 2927-2931 [doi]

2006

An ACO-based Approach to Improve C-means Clustering AlgorithmWenliang Huang, Jin Gou, Huifeng Wu. cimca 2006: 12 [doi]

2004

Chaos-Model Based Framework for Embedded Software DevelopmentHuifeng Wu, Jing Ying, Xian Chen, Minghui Wu, Changyun Li. icess 2005: 582-588 [doi]

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