Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Cyclic Transfer Learning for Recommender Systems with Heterogeneous Feedbacks.

[BibT_eX]

[DOI]

Xuelian Ni

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Fine-grained Attributed Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pseudo-Riemannian Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs.

[BibT_eX]

[DOI]

Ming Jin

Yuan-Fang Li

Shirui Pan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Ultrahyperbolic Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Joint Graph-Sequence Learning for Molecular Property Prediction.

[BibT_eX]

[DOI]

Rom Uddamvathanak

Xin Zheng

Shirui Pan

Proceedings of the International Joint Conference on Neural Networks, 2022

Improving Factual Consistency of Dialogue Summarization with Fact-Augmentation Mechanism.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Graph Fusion Networks for Urban Region Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Survey on Graph Neural Network Acceleration: An Algorithmic Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

Razvan-Gabriel Cirstea

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Unifying Graph Contrastive Learning with Flexible Contextual Scopes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

A Dynamic Variational Framework for Open-World Node Classification in Structured Sequences.

[BibT_eX]

[DOI]

Philippe Fournier-Viger

Joshua Zhexue Huang

Proceedings of the IEEE International Conference on Data Mining, 2022

Towards Spatio- Temporal Aware Traffic Time Series Forecasting.

[BibT_eX]

[DOI]

Razvan-Gabriel Cirstea

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

Paraphrasing Techniques for Maritime QA system.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Information Fusion, 2022

How Far are We from Robust Long Abstractive Summarization?

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Probabilistic Graphical Model Based on Neural-symbolic Reasoning for Visual Relationship Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

Exploring Relational Semantics for Inductive Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Comprehensive Survey on Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Learning Graph Neural Networks with Positive and Unlabeled Nodes.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Identify Topic Relations in Scientific Literature Using Topic Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Engineering Management, 2021

Convolutional Neural Networks-Based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Graph Learning: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2021

One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

OpenWGL: open-world graph learning for unseen class node classification.

[BibT_eX]

[DOI]

Man Wu

Shirui Pan

Xingquan Zhu

Knowl. Inf. Syst., 2021

Bayesian personalized ranking based on multiple-layer neighborhoods.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Knowledge graph representation and reasoning.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Gated relational stacked denoising autoencoder with localized author embedding for global citation recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

PUMPNET: a deep learning approach to pump operation detection.

[BibT_eX]

[DOI]

Energy Inform., 2021

Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming.

[BibT_eX]

[DOI]

CoRR, 2021

ConTIG: Continuous Representation Learning on Temporal Interaction Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

TraverseNet: Unifying Space and Time in Message Passing.

[BibT_eX]

[DOI]

CoRR, 2021

Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective.

[BibT_eX]

[DOI]

CoRR, 2021

Anomaly Detection in Dynamic Graphs via Transformer.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-Riemannian Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Graph Self-Supervised Learning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2021

Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning.

[BibT_eX]

[DOI]

CoRR, 2021

A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Prediction of circRNA-miRNA Associations Based on Network Embedding.

[BibT_eX]

[DOI]

Complex., 2021

Task-adaptive Neural Process for User Cold-Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Manifold Approximation and Projection by Maximizing Graph Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Self-Supervised Learning Framework for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Hypergraph Convolutional Network for Group Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Leveraging Information Bottleneck for Scientific Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Medical Code Assignment with Gated Convolution and Note-Code Interaction.

[BibT_eX]

[DOI]

Shaoxiong Ji

Shirui Pan

Pekka Marttinen

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract).

[BibT_eX]

[DOI]

Bang Wu

Shirui Pan

Xingliang Yuan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion.

[BibT_eX]

[DOI]

World Wide Web, 2020

Social Recommendation With Evolutionary Opinion Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Familial Clustering for Weakly-Labeled Android Malware Using Hybrid Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Distributed Feature Selection for Big Data Using Fuzzy Rough Sets.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

Exploiting Implicit Influence From Information Propagation for Social Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Learning Graph Embedding With Adversarial Training Methods.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Clustering social audiences in business information networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Measuring distance-based semantic similarity using meronymy and hyponymy relations.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization.

[BibT_eX]

[DOI]

CoRR, 2020

SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2020

IEEE Access Special Section Editorial: Advanced Data Mining Methods for Social Computing.

[BibT_eX]

[DOI]

IEEE Access, 2020

Unsupervised Domain Adaptive Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Graph Geometry Interaction Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Graph Stochastic Neural Networks for Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Multivariate Relations Aggregation Learning in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

One-Shot Neural Architecture Search via Novelty Driven Sampling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Relation-Specific Attention Network for Joint Entity and Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

OpenWGL: Open-World Graph Learning.

[BibT_eX]

[DOI]

Man Wu

Shirui Pan

Xingquan Zhu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Cross-Graph: Robust and Unsupervised Embedding for Attributed Graphs with Corrupted Structure.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Scholarly Document Processing, 2020

Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

GSSNN: Graph Smoothing Splines Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Going Deep: Graph Convolutional Ladder-Shape Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

CFOND: Consensus Factorization for Co-Clustering Networked Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

Time series feature learning with labeled and unlabeled data.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Efficient Novelty-Driven Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2019

Decentralized Learning with Average Difference Aggregation for Proactive Online Social Care.

[BibT_eX]

[DOI]

CoRR, 2019

IEEE Access Special Section Editorial: Advanced Data Analytics for Large-Scale Complex Data Environments.

[BibT_eX]

[DOI]

IEEE Access, 2019

Adversarial Action Data Augmentation for Similar Gesture Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Learning Private Neural Language Modeling with Attentive Aggregation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

DAGCN: Dual Attention Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Low-Bit Quantization for Attributed Network Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Graph WaveNet for Deep Spatial-Temporal Graph Modeling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Attributed Graph Clustering: A Deep Attentional Embedding Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Relation Structure-Aware Heterogeneous Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Domain-Adversarial Graph Neural Networks for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Detecting Suicidal Ideation with Data Protection in Online Communities.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Label Embedding with Partial Heterogeneous Contexts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Multiple Structure-View Learning for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Multi-Instance Learning with Discriminative Bag Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Query-oriented citation recommendation based on network correlation.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2018

Explore semantic topics and author communities for citation recommendation in bipartite bibliographic network.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2018

Heterogeneous Information Network Embedding based Personalized Query-Focused Astronomy Reference Paper Recommendation.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2018

Adversarially Regularized Graph Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2018

Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications.

[BibT_eX]

[DOI]

Complex., 2018

Supervised Learning for Suicidal Ideation Detection in Online User Content.

[BibT_eX]

[DOI]

Complex., 2018

A Hybrid User Experience Evaluation Method for Mobile Games.

[BibT_eX]

[DOI]

IEEE Access, 2018

Low-Rank and Sparse Matrix Factorization for Scientific Paper Recommendation in Heterogeneous Network.

[BibT_eX]

[DOI]

IEEE Access, 2018

FraudNE: a Joint Embedding Approach for Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Cross-Domain Deep Learning Approach For Multiple Financial Market Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Adversarially Regularized Graph Autoencoder for Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Active Discriminative Network Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Discrete Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Binarized attributed network embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Exploiting Attribute Correlations: A Novel Trace Lasso-Based Weakly Supervised Dictionary Learning Method.

[BibT_eX]

[DOI]

Lin Wu

Yang Wang

Shirui Pan

IEEE Trans. Cybern., 2017

Positive and Unlabeled Multi-Graph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Task Sensitive Feature Exploration and Learning for Multitask Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Boosting for graph classification with universum.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

Multi-document summarization based on sentence cluster using non-negative matrix factorization.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2017

Towards large-scale social networks with online diffusion provenance detection.

[BibT_eX]

[DOI]

Comput. Networks, 2017

Universal network representation for heterogeneous information networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

MGAE: Marginalized Graph Autoencoder for Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Graph Ladder Networks for Network Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Classifying networked text data with positive and unlabeled examples.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

SODE: Self-Adaptive One-Dependence Estimators for classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Multi-graph-view subgraph mining for graph classification.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Co-clustering enterprise social networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Iterative Views Agreement: An Iterative Low-Rank Based Structured Optimization Method to Multi-View Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Tri-Party Deep Network Representation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Direct Discriminative Bag Mapping for Multi-Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Complex graph stream mining

[BibT_eX]

[DOI]

Shirui Pan

PhD thesis, 2015

CogBoost: Boosting for Fast Cost-Sensitive Graph Classification.

[BibT_eX]

[DOI]

Shirui Pan

Jia Wu

Xingquan Zhu

IEEE Trans. Knowl. Data Eng., 2015

Boosting for Multi-Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Finding the best not the most: regularized loss minimization subgraph selection for graph classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Locally Weighted Learning: How and When Does it Work in Bayesian Networks?

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2015

Self-adaptive attribute weighting for Naive Bayes classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Multi-Graph-View Learning for Complicated Object Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Mining Top-k Minimal Redundancy Frequent Patterns over Uncertain Databases.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Multi-Graph Learning with Positive and Unlabeled Bags.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Dual instance and attribute weighting for Naive Bayes classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Attribute weighting: How and when does it work for Bayesian Network Classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Multi-graph-view Learning for Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Graph Classification with Imbalanced Class Distributions and Noise.

[BibT_eX]

[DOI]

Shirui Pan

Xingquan Zhu

Proceedings of the IJCAI 2013, 2013

Graph stream classification using labeled and unlabeled graphs.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012

Dynamic classifier ensemble for positive unlabeled text stream classification.

[BibT_eX]

[DOI]

Shirui Pan

Yang Zhang

Xue Li

Knowl. Inf. Syst., 2012

Top-k correlated subgraph query for data streams.

[BibT_eX]

[DOI]

Shirui Pan

Xingquan Zhu

Meng Fang

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Continuous top-k query for graph streams.

[BibT_eX]

[DOI]

Shirui Pan

Xingquan Zhu

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

CGStream: continuous correlated graph query for data streams.

[BibT_eX]

[DOI]

Shirui Pan

Xingquan Zhu

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010

Classifier Ensemble for Uncertain Data Stream Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Shirui Pan

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