Shaofan Wang

Orcid: 0000-0002-3045-624X

Affiliations:
  • Beijing University of Technology, Beijing, China


According to our database1, Shaofan Wang authored at least 66 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
GFformer: A Graph Transformer for Extracting All Frequency Information from Large-scale Graphs.
ACM Trans. Knowl. Discov. Data, September, 2025

DGNN: Decoupled Graph Neural Networks With Structural Consistency Between Attribute and Graph Embedding Representations.
IEEE Trans. Big Data, August, 2025

Heterogeneous Pedestrian Simulation in Commercial Complexes: When Attractive Potential Meets Social Force.
IEEE Trans. Intell. Transp. Syst., April, 2025

Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning.
IEEE Trans. Neural Networks Learn. Syst., February, 2025

Training Large-Scale Graph Neural Networks via Graph Partial Pooling.
IEEE Trans. Big Data, February, 2025

Contrastive Learning Meets Pseudo-label-assisted Mixup Augmentation: A Comprehensive Graph Representation Framework from Local to Global.
CoRR, January, 2025

Dual-Attention Transformers for Class-Incremental Learning: A Tale of Two Memories.
IEEE Trans. Multim., 2025

Dual-Domain Division Multiplexer for General Continual Learning: A Pseudo Causal Intervention Strategy.
IEEE Trans. Image Process., 2025

BiFormer: A Bipartite-stream Information Fusion framework for large-scale graph representation learning.
Neural Networks, 2025

Multi-scale signed graph convolutional network based on framelet.
Neural Networks, 2025

Contrastive activation maps with superpixel rectification for weakly supervised semantic segmentation: When superpixels meet CAMs.
Digit. Signal Process., 2025

UnSP: Improving event-to-image reconstruction with uncertainty guided self-paced learning.
Displays, 2025

Magnetic Framelet-Based Graph Contrastive Learning for Signed-Directed Graph.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

2024
Self-Attention Graph Convolution Imputation Network for Spatio-Temporal Traffic Data.
IEEE Trans. Intell. Transp. Syst., December, 2024

A Dual-Masked Deep Structural Clustering Network With Adaptive Bidirectional Information Delivery.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

A dual attentional skip connection based Swin-UNet for real-time cloud segmentation.
IET Image Process., October, 2024

Nowcasting the Vehicular Control Delay From Low-Ping Frequency Trajectories via Incremental Hypergraph Learning.
IEEE Trans. Veh. Technol., January, 2024

Semi-supervised Video Object Segmentation Via an Edge Attention Gated Graph Convolutional Network.
ACM Trans. Multim. Comput. Commun. Appl., January, 2024

Beyond low-pass filtering on large-scale graphs via Adaptive Filtering Graph Neural Networks.
Neural Networks, January, 2024

Dual-Frequency Filtering Self-aware Graph Neural Networks for Homophilic and Heterophilic Graphs.
CoRR, 2024

AutoFGNN: A Framework for Extracting All Frequency Information from Large-Scale Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-graph Fusion and Virtual Node Enhanced Graph Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Graph Neural Networks with Soft Association between Topology and Attribute.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Survey of Visual Affordance Recognition Based on Deep Learning.
IEEE Trans. Big Data, December, 2023

A subgraph sampling method for training large-scale graph convolutional network.
Inf. Sci., November, 2023

A tensorial weighted Schatten-p norm model with neighbor regularization for traffic data completion and traffic system correlation exploration.
Neurocomputing, November, 2023

CIGNet: Category-and-Intrinsic-Geometry Guided Network for 3D coarse-to-fine reconstruction.
Neurocomputing, October, 2023

Hierarchical Coupled Discriminative Dictionary Learning for Zero-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Toward dynamic regulation of bidirectional automatic fare gates: A macro-to-micro simulation approach.
Simul. Model. Pract. Theory, April, 2023

SACNet: Shuffling atrous convolutional U-Net for medical image segmentation.
IET Image Process., March, 2023

PASIFTNet: Scale-and-Directional-Aware Semantic Segmentation of Point Clouds.
Comput. Aided Des., March, 2023

Multi-graph Fusion Graph Convolutional Networks with pseudo-label supervision.
Neural Networks, January, 2023

Adaptive hypergraph superpixels.
Displays, January, 2023

DASI: Learning Domain Adaptive Shape Impression for 3D Object Reconstruction.
IEEE Trans. Multim., 2023

2022
How Many Facilities are Needed? Evaluating Configurations of Subway Security Check Systems via a Hybrid Queueing Model.
IEEE Trans. Intell. Transp. Syst., 2022

What Size of Aisle Is Necessary? a System Dynamics Model for Mitigating Bottleneck Congestion in Entrance Halls of Metro Stations.
IEEE Trans. Intell. Transp. Syst., 2022

Real-Time Human Action Recognition Using Locally Aggregated Kinematic-Guided Skeletonlet and Supervised Hashing-by-Analysis Model.
IEEE Trans. Cybern., 2022

Recommending Fine-Grained Tool Consistent With Common Sense Knowledge for Robot.
IEEE Robotics Autom. Lett., 2022

Adaptive graph convolutional clustering network with optimal probabilistic graph.
Neural Networks, 2022

HPGCN: Hierarchical poselet-guided graph convolutional network for 3D pose estimation.
Neurocomputing, 2022

2021
Discriminative matrix-variate restricted Boltzmann machine classification model.
Wirel. Networks, 2021

3D human body skeleton extraction from consecutive surfaces using a spatial-temporal consistency model.
Vis. Comput., 2021

Hardness-Aware Dictionary Learning: Boosting Dictionary for Recognition.
IEEE Trans. Multim., 2021

DLGAN: Depth-Preserving Latent Generative Adversarial Network for 3D Reconstruction.
IEEE Trans. Multim., 2021

Joint Transferable Dictionary Learning and View Adaptation for Multi-view Human Action Recognition.
ACM Trans. Knowl. Discov. Data, 2021

A Low Rank Dynamic Mode Decomposition Model for Short-Term Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., 2021

An improved ℓ <sub>1</sub> median model for extracting 3D human body curve-skeleton.
Multim. Tools Appl., 2021

Deep3D reconstruction: methods, data, and challenges.
Frontiers Inf. Technol. Electron. Eng., 2021

Attentive 3D-Ghost Module for Dynamic Hand Gesture Recognition with Positive Knowledge Transfer.
Comput. Intell. Neurosci., 2021

Zero-shot Recognition with Image Attributes Generation using Hierarchical Coupled Dictionary Learning.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Latent Feature-Aware and Local Structure-Preserving Network for 3D Completion from a Single Depth View.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Spatial-temporal-spectral transformer for 3D human pose estimation.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020
An Unsupervised Real-Time Framework of Human Pose Tracking From Range Image Sequences.
IEEE Trans. Multim., 2020

Matrix-variate variational auto-encoder with applications to image process.
J. Vis. Commun. Image Represent., 2020

2019
Toward Periodicity Correlation of Roadside PM<sub>2.5</sub> Concentration and Traffic Volume: A Wavelet Perspective.
IEEE Trans. Veh. Technol., 2019

Unsupervised Learning of Human Pose Distance Metric via Sparsity Locality Preserving Projections.
IEEE Trans. Multim., 2019

Effective human action recognition using global and local offsets of skeleton joints.
Multim. Tools Appl., 2019

3D human pose estimation from range images with depth difference and geodesic distance.
J. Vis. Commun. Image Represent., 2019

Detecting Pickpocketing Gangs on Buses with Smart Card Data.
IEEE Intell. Transp. Syst. Mag., 2019

Multi-Source Traffic Data Reconstruction Using Joint Low-Rank and Fundamental Diagram Constraints.
IEEE Intell. Transp. Syst. Mag., 2019

Feature Fusion Use Unsupervised Prior Knowledge to Let Small Object Represent.
CoRR, 2019

Matrix-Variate Restricted Boltzmann Machine Classification Model.
Proceedings of the Simulation Tools and Techniques - 11th International Conference, 2019

3D Human Body Skeleton Extraction from Consecutive Surfaces.
Proceedings of the 27th Pacific Conference on Computer Graphics and Applications, 2019

2017
Adaptive Geometry Images for Remeshing.
Int. J. Digit. Multim. Broadcast., 2017

2016
Sparse Pose Regression via Componentwise Clustering Feature Point Representation.
IEEE Trans. Multim., 2016

Hand Depth Image Denoising and Superresolution via Noise-Aware Dictionaries.
J. Electr. Comput. Eng., 2016


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