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

Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection.

[BibT_eX]

[DOI]

Ge Zhang

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

BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs.

[BibT_eX]

[DOI]

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

XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Structure-Preserving Graph Kernel for Brain Network Classification.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2022

Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

HiGIL: Hierarchical Graph Inference Learning for Fact Checking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

DAGAD: Data Augmentation for Graph Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Automating DBSCAN via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

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

Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing.

[BibT_eX]

[DOI]

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

Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees.

[BibT_eX]

[DOI]

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

From Known to Unknown: Quality-aware Self-improving Graph Neural Network For Open Set Social Event Detection.

[BibT_eX]

[DOI]

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

A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning.

[BibT_eX]

[DOI]

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

Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

A Self-Supervised Mixed-Curvature Graph Neural Network.

[BibT_eX]

[DOI]

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

Graph Structure Learning with Variational Information Bottleneck.

[BibT_eX]

[DOI]

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

2021

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Porn2Vec: A robust framework for detecting pornographic websites based on contrastive learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2021

Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Learning graph attention-aware knowledge graph embedding.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Event prediction based on evolutionary event ontology knowledge.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2021

Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming.

[BibT_eX]

[DOI]

CoRR, 2021

HAWK: Rapid Android Malware Detection through Heterogeneous Graph Attention Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Multiplex Graph Networks for Multimodal Brain Network Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Learning Schema-based Event Extraction: Literature Review and Current Trends.

[BibT_eX]

[DOI]

CoRR, 2021

Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations.

[BibT_eX]

[DOI]

CoRR, 2021

Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation.

[BibT_eX]

[DOI]

CoRR, 2021

Automated Timeline Length Selection for Flexible Timeline Summarization.

[BibT_eX]

[DOI]

CoRR, 2021

Federated Knowledge Graphs Embedding.

[BibT_eX]

[DOI]

CoRR, 2021

Federated Multi-View Learning for Private Medical Data Integration and Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Federated Depression Detection from Multi-SourceMobile Health Data.

[BibT_eX]

[DOI]

CoRR, 2021

Automatically predicting cyber attack preference with attributed heterogeneous attention networks and transductive learning.

[BibT_eX]

[DOI]

Comput. Secur., 2021

A reliable deep learning-based algorithm design for IoT load identification in smart grid.

[BibT_eX]

[DOI]

Yanmei Jiang

Mingsheng Liu

Hao Peng

Md. Zakirul Alam Bhuiyan

Ad Hoc Networks, 2021

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism.

[BibT_eX]

[DOI]

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

Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs.

[BibT_eX]

[DOI]

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

HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks.

[BibT_eX]

[DOI]

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

TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive Interpolation.

[BibT_eX]

[DOI]

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

ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Differentially Private Federated Knowledge Graphs Embedding.

[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

Graph-based Semi-Supervised Learning by Strengthening Local Label Consistency.

[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

Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Adversarial Directed Graph Embedding.

[BibT_eX]

[DOI]

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

Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs.

[BibT_eX]

[DOI]

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

KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning.

[BibT_eX]

[DOI]

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

2020

SeqST-GAN: Seq2Seq Generative Adversarial Nets for Multi-step Urban Crowd Flow Prediction.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2020

Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

Deep Irregular Convolutional Residual LSTM for Urban Traffic Passenger Flows Prediction.

[BibT_eX]

[DOI]

Bowen Du

Hao Peng

Senzhang Wang

Md. Zakirul Alam Bhuiyan

IEEE Trans. Intell. Transp. Syst., 2020

Modeling relation paths for knowledge base completion via joint adversarial training.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Towards a distributed local-search approach for partitioning large-scale social networks.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Multi-attributed heterogeneous graph convolutional network for bot detection.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting.

[BibT_eX]

[DOI]

Hao Peng

Hongfei Wang

Bowen Du

Md. Zakirul Alam Bhuiyan

Inf. Sci., 2020

LSTM variants meet graph neural networks for road speed prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Event detection and evolution in multi-lingual social streams.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2020

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Directed Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2020

A Survey on Text Classification: From Shallow to Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework.

[BibT_eX]

[DOI]

CoRR, 2020

Dynamic network embedding via incremental skip-gram with negative sampling.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

Fabricable Unobtrusive 3D-QR-Codes with Directional Light.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2020

Hybrid Deep Neural Networks for Friend Recommendations in Edge Computing Environment.

[BibT_eX]

[DOI]

Md. Zakirul Alam Bhuiyan

Hao Peng

Bowen Du

IEEE Access, 2020

Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Multi-information Source HIN for Medical Concept Embedding.

[BibT_eX]

[DOI]

Yuwei Cao

Hao Peng

Philip S. Yu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks.

[BibT_eX]

[DOI]

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

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Low-shot Learning in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Heterogeneous Similarity Graph Neural Network on Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification.

[BibT_eX]

[DOI]

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

TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved.

[BibT_eX]

[DOI]

CoRR, 2019

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Prediction of academic performance associated with internet usage behaviors using machine learning algorithms.

[BibT_eX]

[DOI]

Comput. Hum. Behav., 2019

3D printed perforated QR codes.

[BibT_eX]

[DOI]

Comput. Graph., 2019

Fabricating QR codes on 3D objects using self-shadows.

[BibT_eX]

[DOI]

Comput. Aided Des., 2019

Bibliographic Name Disambiguation with Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Learning Semantic Coherence for Machine Generated Spam Text Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks.

[BibT_eX]

[DOI]

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

Aspect-Based Sentiment Classification with Attentive Neural Turing Machines.

[BibT_eX]

[DOI]

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

HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding.

[BibT_eX]

[DOI]

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

2018

Incremental term representation learning for social network analysis.

[BibT_eX]

[DOI]

Hao Peng

Mengjiao Bao

Jianxin Li

Md. Zakirul Alam Bhuiyan

Yaopeng Liu

Yu He

Erica Yang

Future Gener. Comput. Syst., 2018

Eagle+: A fast incremental approach to automaton and table online updates for cloud services.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

Graph Convolutional Neural Networks via Motif-based Attention.

[BibT_eX]

[DOI]

CoRR, 2018

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Deep Convolutional Mesh RNN for Urban Traffic Passenger Flows Prediction.

[BibT_eX]

[DOI]

Md. Zakirul Alam Bhuiyan

Yuntao Long

Da Li

Proceedings of the 2018 IEEE SmartWorld, 2018

Graph CNNs for Urban Traffic Passenger Flows Prediction.

[BibT_eX]

[DOI]

Md. Zakirul Alam Bhuiyan

Proceedings of the 2018 IEEE SmartWorld, 2018

Time-evolving Text Classification with Deep Neural Networks.

[BibT_eX]

[DOI]

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

2017

Optimizing XCSR for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium on Service-Oriented System Engineering, 2017

Incrementally Learning the Hierarchical Softmax Function for Neural Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Eagle: An Agile Approach to Automaton Updating in Cloud Security Services.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

Hao Peng

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