Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning.

[BibT_eX]

[DOI]

Shuang Zhou

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

Contrastive Attributed Network Anomaly Detection with Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Towards a Metaverse of Knowledge - A Constructivist Proposition on Immersive Learning and Visual Literacy.

[BibT_eX]

[DOI]

Proceedings of the Learning Technologies and Systems, 2022

Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education.

[BibT_eX]

[DOI]

Proceedings of the Learning Technologies and Systems, 2022

Intelligent Instructional Design via Interactive Knowledge Graph Editing.

[BibT_eX]

[DOI]

Proceedings of the Learning Technologies and Systems, 2022

KCUBE: A Knowledge Graph University Curriculum Framework for Student Advising and Career Planning.

[BibT_eX]

[DOI]

Proceedings of the Blended Learning: Engaging Students in the New Normal Era, 2022

Multi-Interest Refinement by Collaborative Attributes Modeling for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Contrastive Knowledge Graph Error Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Temporal Augmented Graph Neural Networks for Session-Based Recommendations.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Dirichlet Energy Constrained Learning for Deep Graph Neural Networks.

[BibT_eX]

[DOI]

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

Unsupervised Graph Alignment with Wasserstein Distance Discriminator.

[BibT_eX]

[DOI]

Ji Gao

Xiao Huang

Jundong Li

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Subtractive Aggregation for Attributed Network Anomaly Detection.

[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

REFORM: Error-Aware Few-Shot Knowledge Graph Completion.

[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

Dynamic Memory based Attention Network for Sequential Recommendation.

[BibT_eX]

[DOI]

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

2020

Report on the international workshop on natural language processing for recommendations (NLP4REC 2020) workshop held at WSDM 2020.

[BibT_eX]

[DOI]

SIGIR Forum, 2020

Towards Deeper Graph Neural Networks with Differentiable Group Normalization.

[BibT_eX]

[DOI]

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

Multi-Channel Graph Neural Networks.

[BibT_eX]

[DOI]

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

Scalable Social Tie Strength Measuring.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

Multi-Channel Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Auto-GNN: Neural Architecture Search of Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-Label Adversarial Perturbations.

[BibT_eX]

[DOI]

CoRR, 2019

Knowledge Graph Embedding Based Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Graph Recurrent Networks With Attributed Random Walks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning From Networks: Algorithms, Theory, and Applications.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks.

[BibT_eX]

[DOI]

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

Large-Scale Heterogeneous Feature Embedding.

[BibT_eX]

[DOI]

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

2018

A General Embedding Framework for Heterogeneous Information Learning in Large-Scale Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Exploring Expert Cognition for Attributed Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

On Interpretation of Network Embedding via Taxonomy Induction.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multi-label Adversarial Perturbations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Link Prediction With Personalized Social Influence.

[BibT_eX]

[DOI]

Zepeng Huo

Xiao Huang

Xia Hu

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

2017

Label Informed Attributed Network Embedding.

[BibT_eX]

[DOI]

Xiao Huang

Jundong Li

Xia Hu

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Accelerated Attributed Network Embedding.

[BibT_eX]

[DOI]

Xiao Huang

Jundong Li

Xia Hu

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Multi-Aspect Streaming Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Accelerated Local Anomaly Detection via Resolving Attributed Networks.

[BibT_eX]

[DOI]

Ninghao Liu

Xiao Huang

Xia Hu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2015

Index coding and network coding via rank minimization.

[BibT_eX]

[DOI]

Xiao Huang

Salim El Rouayheb

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Xiao Huang

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