Xiao Song

Orcid: 0000-0003-4279-426X

Affiliations:
  • Beihang University (BUAA), School of Cyber Science and Technology, Beijing, China (PhD 2006)
  • National University of Singapore, School of Computing, Singapore (former)


According to our database1, Xiao Song authored at least 56 papers between 2008 and 2025.

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Bibliography

2025
Differentially private graph neural networks for graph classification and its adaptive optimization.
Expert Syst. Appl., 2025

2024
A Novel Positioning Method for UAV in GNSS-Denied Environments Based on Mechanical Antenna.
IEEE Trans. Ind. Electron., October, 2024

HN-GCCF: High-order neighbor-enhanced graph convolutional collaborative filtering.
Knowl. Based Syst., January, 2024

A user review data-driven supplier ranking model using aspect-based sentiment analysis and fuzzy theory.
Eng. Appl. Artif. Intell., January, 2024

A product family-based supply chain hypernetwork resilience optimization strategy.
Comput. Ind. Eng., January, 2024

2023
Spatio-Temporal Interaction Aware and Trajectory Distribution Aware Graph Convolution Network for Pedestrian Multimodal Trajectory Prediction.
IEEE Trans. Instrum. Meas., 2023

2022
Pedestrian Trajectory Prediction in Heterogeneous Traffic using Facial Keypoints-based Convolutional Encoder-decoder Network.
ACM Trans. Internet Techn., November, 2022

AACF - Accessible Application-Centric Framework for the Internet of Things Backhauled Smart City Applications.
IEEE Trans. Netw. Sci. Eng., 2022

Fully Convolutional Encoder-Decoder With an Attention Mechanism for Practical Pedestrian Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

A novel singular value decomposition-based similarity measure method for non-local means denoising.
Signal Image Video Process., 2022

Aircraft engine remaining useful life estimation via a double attention-based data-driven architecture.
Reliab. Eng. Syst. Saf., 2022

Load-balancing scheduling of simulation tasks based on a static-dynamic hybrid algorithm.
J. Simulation, 2022

Human-robot interaction in higher education for predicting student engagement.
Comput. Electr. Eng., 2022

ITSM-GCN: Informative Training Sample Mining for Graph Convolutional Network-based Collaborative Filtering.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Research on Graphical Modeling and Simulation Method of Control System Based on Python.
Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2022

2021
Pedestrian Trajectory Prediction Based on Deep Convolutional LSTM Network.
IEEE Trans. Intell. Transp. Syst., 2021

Pedestrian Trajectory Prediction in Heterogeneous Traffic Using Pose Keypoints-Based Convolutional Encoder-Decoder Network.
IEEE Trans. Circuits Syst. Video Technol., 2021

Channel and Space Attention Neural Network for Image Denoising.
IEEE Signal Process. Lett., 2021

A real-time information integration framework for multidisciplinary coupling of complex aircrafts: an application of IIIE.
J. Ind. Inf. Integr., 2021

Multi-information-based convolutional neural network with attention mechanism for pedestrian trajectory prediction.
Image Vis. Comput., 2021

Coordinate-based anchor-free module for object detection.
Appl. Intell., 2021

2020
An Adaptive Persistence and Work-stealing Combined Algorithm for Load Balancing on Parallel Discrete Event Simulation.
ACM Trans. Model. Comput. Simul., 2020

An alternative approach for collaborative simulation execution on a CPU+GPU hybrid system.
Simul., 2020

2019
Simulation of Pedestrian Rotation Dynamics Near Crowded Exits.
IEEE Trans. Intell. Transp. Syst., 2019

Multi-block electret-based mechanical antenna model for low frequency communication.
Int. J. Model. Simul. Sci. Comput., 2019

Multi-Process Training GAN for Identity-Preserving Face Synthesis.
IEEE Access, 2019

WSN-Based Measurement of Ion-Current Density Under High-Voltage Direct Current Transmission Lines.
IEEE Access, 2019

An Integrated Deep Learning Framework for Occluded Pedestrian Tracking.
IEEE Access, 2019

Tolerance Coefficient Based Improvement of Pedestrian Social Force Model.
Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2019

A Framework for Joint Simulation of Distributed FMUs.
Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2019

Conv-LSTM: Pedestrian Trajectory Prediction in Crowded Scenarios.
Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2019

2018
Model, Design, and Testing of Field Mill Sensors for Measuring Electric Fields Under High-Voltage Direct-Current Power Lines.
IEEE Trans. Ind. Electron., 2018

Learning robust features by extended generative stochastic networks.
Int. J. Model. Simul. Sci. Comput., 2018

Global A* for Pedestrian Room Evacuation Simulation.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017
Supporting real-world network-oriented mesoscopic traffic simulation on GPU.
Simul. Model. Pract. Theory, 2017

Hierarchical fuzzy ART for Q-learning and its application in air combat simulation.
Int. J. Model. Simul. Sci. Comput., 2017

CoSMSOL: Complex system modeling, simulation and optimization language.
Int. J. Model. Simul. Sci. Comput., 2017

A work-stealing based dynamic load balancing algorithm for conservative parallel discrete event simulation.
Proceedings of the 2017 Winter Simulation Conference, 2017

Temporal request scheduling for energy-efficient cloud data centers.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

2016
An Efficient Adaptive Fuzzy Switching Weighted Mean Filter for Salt-and-Pepper Noise Removal.
IEEE Signal Process. Lett., 2016

Averaged ratio between complementary profiles for evaluating shape distortions of map projections and spherical hierarchical tessellations.
Comput. Geosci., 2016

An efficient approach to collaborative simulation of variable structure systems on multi-core machines.
Clust. Comput., 2016

2015
Real-time load balancing scheduling algorithm for periodic simulation models.
Simul. Model. Pract. Theory, 2015

Relative Localization in Wireless Sensor Networks for Measurement of Electric Fields under HVDC Transmission Lines.
Sensors, 2015

A Survey and Preliminary Research on Service Federation Based Modeling and Simulation.
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015

2014
An Entry Time-based Supply Framework (ETSF) for mesoscopic traffic simulations.
Simul. Model. Pract. Theory, 2014

3D fluid scene synthesis and animation.
Proceedings of the 13th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2014

Mesoscopic traffic simulation on CPU/GPU.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2014

2013
Editorial.
Int. J. Model. Simul. Sci. Comput., 2013

Construction of Simulation Environment Based on Augmented Reality Technique.
Proceedings of the AsiaSim 2013, 2013

Automatic Calibration of Field Mill Using Virtual Instrument.
Proceedings of the AsiaSim 2013, 2013

2012
A virtual machine deployment approach using knowledge curves in Cloud Simulation.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

Role-Based Vehicle-Level CGF Entity Model Code Framework.
Proceedings of the AsiaSim 2012, 2012

2010
Modeling framework for product lifecycle information.
Simul. Model. Pract. Theory, 2010

2009
Researches on Modeling and Simulation of Turbo-Shaft Engine and Main Rotor System.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
Research on key technologies of complex product virtual prototype lifecycle management (CPVPLM).
Simul. Model. Pract. Theory, 2008


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