Shaojie Qiao

Orcid: 0000-0002-4703-780X

According to our database¹, Shaojie Qiao authored at least 120 papers between 2006 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2025

Group link prediction in bipartite graphs with graph neural networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

2024

An three-in-one on-demand ride-hailing prediction model based on multi-agent reinforcement learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., December, 2024

A three-in-one dynamic shared bicycle demand forecasting model under non-classical conditions.

[BibT_eX]

[DOI]

Appl. Intell., September, 2024

Towards deep understanding of graph convolutional networks for relation extraction.

[BibT_eX]

[DOI]

Data Knowl. Eng., January, 2024

A Dynamic Heterogeneous Graph Convolution Network For Traffic Flow Prediction.

[BibT_eX]

[DOI]

Comput. J., January, 2024

Multiview-Ensemble-Learning-Based Robust Graph Convolutional Networks Against Adversarial Attacks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2024

Explainable AI Security: Exploring Robustness of Graph Neural Networks to Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

GraphMU: Repairing Robustness of Graph Neural Networks via Machine Unlearning.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Adaptive self-propagation graph convolutional network for recommendation.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2023

Platform-Oriented Event Time Allocation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

DMGF-Net: An Efficient Dynamic Multi-Graph Fusion Network for Traffic Prediction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

Multi-view Contrastive Enhanced Heterogeneous Graph Structure Learning.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2023

Imbalanced data classification: Using transfer learning and active sampling.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

Generative Graph Neural Networks for Link Prediction.

[BibT_eX]

[DOI]

CoRR, 2023

Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2023

GEP-DL4Mol: A Novel Molecular Deep-learning Model Optimization Framework for Boosting Molecular Properties Prediction<sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Attention-Emotion-Enhanced Convolutional LSTM for Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Graph Community Infomax.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Robust Traffic Speed Inference With Ensemble Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Algorithms for Trajectory Points Clustering in Location-based Social Networks.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

A Two-Phase Method to Balance the Result of Distributed Graph Repartitioning.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Affective Impression: Sentiment-Awareness POI Suggestion via Embedding in Heterogeneous LBSNs.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2022

Heterogeneous representation learning and matching for few-shot relation prediction.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Correction to: Geometric correction method for Tibetan woodcut document images.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

Geometric correction method for Tibetan woodcut document images.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

An efficient approach for multiple probabilistic inferences with Deepwalk based Bayesian network embedding.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

ERGCN: Data enhancement-based robust graph convolutional network against adversarial attacks.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Small perturbations are enough: Adversarial attacks on time series prediction.

[BibT_eX]

[DOI]

Inf. Sci., 2022

FG-CF: Friends-aware graph collaborative filtering for POI recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2022

A BiLSTM cardinality estimator in complex database systems based on attention mechanism.

[BibT_eX]

[DOI]

Louis Alberto Gutierrez

Shaojie Qiao

CAAI Trans. Intell. Technol., 2022

LMNNB: Two-in-One imbalanced classification approach by combining metric learning and ensemble learning.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Platform-Oriented Event Time Allocation(Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Robust Graph Structure Learning for Multimedia Data Analysis.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2021

Dynamic Community Evolution Analysis Framework for Large-Scale Complex Networks Based on Strong and Weak Events.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Signed Clique Search in Signed Networks: Concepts and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

A Dynamic Convolutional Neural Network Based Shared-Bike Demand Forecasting Model.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

STPR: A Personalized Next Point-of-Interest Recommendation Model with Spatio-Temporal Effects Based on Purpose Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2021

Which, Who and How: Detecting fraudulent sale accumulation behavior from multi-dimensional sparse data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Algorithm for detecting anomalous hosts based on group activity evolution.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Cardinality Estimator: Processing SQL with a Vertical Scanning Convolutional Neural Network.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2021

A deep reinforcement learning model with plan value network for join order selection.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2021

DeepEC: Adversarial attacks against graph structure prediction models.

[BibT_eX]

[DOI]

Neurocomputing, 2021

CAE-CNN: Predicting transcription factor binding site with convolutional autoencoder and convolutional neural network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Matrix factorization based Bayesian network embedding for efficient probabilistic inferences.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Survey on vehicle map matching techniques.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., 2021

2020

An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Non-Negative Matrix Factorization With Locality Constrained Adaptive Graph.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Automatic optic disc detection using low-rank representation based semi-supervised extreme learning machine.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

DeepSite: bidirectional LSTM and CNN models for predicting DNA-protein binding.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

A novel handover detection model via frequent trajectory patterns mining.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

A parallel and constraint induced approach to modeling user preference from rating data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

NetSRE: Link predictability measuring and regulating.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Output consensus for heterogeneous multi-agent systems with disturbances.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2020

Dynamic discovery of favorite locations in spatio-temporal social networks.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Where to go: An effective point-of-interest recommendation framework for heterogeneous social networks.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A point-of-interest suggestion algorithm in Multi-source geo-social networks.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2020

Friendship prediction model based on factor graphs integrating geographical location.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., 2020

Multi-View Low-Rank Coding-Based Network Data De-Anonymization.

[BibT_eX]

[DOI]

IEEE Access, 2020

Arbitrary Shape Natural Scene Text Detection Method Based on Soft Attention Mechanism and Dilated Convolution.

[BibT_eX]

[DOI]

IEEE Access, 2020

SOTB: Semi-Supervised Oversampling Approach Based on Trigonal Barycenter Theory.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

ADPDF: A Hybrid Attribute Discrimination Method for Psychometric Data With Fuzziness.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Efficient Structural Clustering on Probabilistic Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Stephen Manko Wambura

ACM Trans. Knowl. Discov. Data, 2019

A Bimodal Gaussian Inhomogeneous Poisson Algorithm for Bike Number Prediction in a Bike-Sharing System.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Identification of DNA-protein binding sites by bootstrap multiple convolutional neural networks on sequence information.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2019

How to balance the bioinformatics data: pseudo-negative sampling.

[BibT_eX]

[DOI]

BMC Bioinform., 2019

A novel Chinese herbal medicine clustering algorithm via artificial bee colony optimization.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2019

An effective image classification method for shallow densely connected convolution networks through squeezing and splitting techniques.

[BibT_eX]

[DOI]

Appl. Intell., 2019

Structural Predictability Optimization Against Inference Attacks in Data Publishing.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

A Fast Parallel Community Discovery Model on Complex Networks Through Approximate Optimization.

[BibT_eX]

[DOI]

Louis Alberto Gutierrez

Xindong Wu

IEEE Trans. Knowl. Data Eng., 2018

Predicting Long-Term Trajectories of Connected Vehicles via the Prefix-Projection Technique.

[BibT_eX]

[DOI]

Louis Alberto Gutierrez

Xindong Wu

IEEE Trans. Intell. Transp. Syst., 2018

Adaptive multiple graph regularized semi-supervised extreme learning machine.

[BibT_eX]

[DOI]

Soft Comput., 2018

Maximal fuzzy supplement frequent pattern mining based on advanced pattern-aware dynamic search strategy and an effective FSFP-array technique.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2018

Sparse High-Noise GPS Trajectory Data Compression and Recovery Based on Compressed Sensing.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018

SocialMix: A familiarity-based and preference-aware location suggestion approach.

[BibT_eX]

[DOI]

Louis Alberto Gutierrez

Eng. Appl. Artif. Intell., 2018

Structural Regularity Exploring and Controlling: A Network Reconstruction Perspective.

[BibT_eX]

[DOI]

CoRR, 2018

ExTCKNN: Expanding Tree-Based Continuous K Nearest Neighbor Query in Road Networks With Traffic Rules.

[BibT_eX]

[DOI]

IEEE Access, 2018

ENSEMBLE-CNN: Predicting DNA Binding Sites in Protein Sequences by an Ensemble Deep Learning Method.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2018

Efficient Signed Clique Search in Signed Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Efficient Order-Sensitive Activity Trajectory Search.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Incremental Structural Clustering for Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

A Global Flight Networks Analysis Approach Using Markov Clustering and PageRank.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Knowledge, 2017

DT-KST: Distributed Top-k Similarity Query on Big Trajectory Streams.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

2015

A Self-Adaptive Parameter Selection Trajectory Prediction Approach via Hidden Markov Models.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

TraPlan: An Effective Three-in-One Trajectory-Prediction Model in Transportation Networks.

[BibT_eX]

[DOI]

Shaojie Qiao

Nan Han

William Zhu

Louis Alberto Gutierrez

IEEE Trans. Intell. Transp. Syst., 2015

Trajectory Data Mining in Distributed Sensor Networks.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2015

2014

Cryptanalysis on a Portable Privacy-Preserving Authentication and Access Control Protocol in VANETs.

[BibT_eX]

[DOI]

Muhammad Khurram Khan

Wirel. Pers. Commun., 2014

2013

Using Sorted Switching Median Filter to remove high-density impulse noises.

[BibT_eX]

[DOI]

Muhammad Khurram Khan

J. Vis. Commun. Image Represent., 2013

2012

An efficient outlying trajectories mining approach based on relative distance.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2012

A new blockmodeling based hierarchical clustering algorithm for web social networks.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2012

2011

Mining Multi-scale Intervention Rules from Time Series and Complex Network.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2011

WebScore: An Effective Page Scoring Approach for Uncertain Web Social Networks.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2011

The fitness evaluation strategy in particle swarm optimization.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2011

2010

Processing Constrained <i>k</i>-Closest Pairs Queries in Crime Databases.

[BibT_eX]

[DOI]

Proceedings of the Security Informatics, 2010

A rough set based dynamic maintenance approach for approximations in coarsening and refining attribute values.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2010

Parallel Sequential Pattern Mining of Massive Trajectory Data.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2010

KISTCM: knowledge discovery system for traditional Chinese medicine.

[BibT_eX]

[DOI]

Appl. Intell., 2010

PutMode: prediction of uncertain trajectories in moving objects databases.

[BibT_eX]

[DOI]

Appl. Intell., 2010

Hotspot District Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 2010

WebRank: A Hybrid Page Scoring Approach Based on Social Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

SimRank: A Page Rank approach based on similarity measure.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

A novel predictor for moving objects.

[BibT_eX]

[DOI]

Hongjun Li

Changjie Tang

Shaojie Qiao

Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 2010

MMIR: Mining Multi-scale Intervention Rules in Sub-Complex System.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Technologies and Applications, 2010

2009

E3TP: A Novel Trajectory Prediction Algorithm in Moving Objects Databases.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics, Pacific Asia Workshop, 2009

Light-Weight Target Tracking in Dense Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the MSN 2009, 2009

Discovering Organizational Structure in Dynamic Social Network.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

2008

Efficient k-Closest-Pair Range-Queries in Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

A New Self-adjusting Immune Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2008

Constrained k-closest pairs query processing based on growing window in crime databases.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2008

MERGE: A Novel Evolutionary Algorithm Based on Multi Expression Gene Programming.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Natural Computation, 2008

PartSpan: Parallel Sequence Mining of Trajectory Patterns.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

MPSQAR: Mining Quantitative Association Rules Preserving Semantics.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

Timeline Analysis of Web News Events.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007

Mining the Core Member of Terrorist Crime Group Based on Social Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics, Pacific Asia Workshop, 2007

Function Finding and Constants Creation Method in Evolutionary Algorithm Based on Overlapped Gene Expression.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

Multi-population Parallel Genetic Algorithm for Economic Statistical Information Mining Based on Gene Expression Programming.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

Clustering Without Prior Knowledge Based on Gene Expression Programming.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

A Novel Text Classification Approach Based on Enhanced Association Rule.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

2006

VCCM Mining: Mining Virtual Community Core Members Based on Gene Expression Programming.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics, International Workshop, 2006

An Efficient Algorithm for Distributed Incremental Updating of Frequent Item-Sets on Massive Database.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems - WISE 2006 Workshops, 2006

Shaojie Qiao

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