Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Task Aligned Generative Meta-learning for Zero-shot Learning.

[BibT_eX]

[DOI]

Zhe Liu

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

2020

Federated Learning for Open Banking.

[BibT_eX]

[DOI]

Proceedings of the Federated Learning - Privacy and Incentive, 2020

Decentralized Knowledge Acquisition for Mobile Internet Applications.

[BibT_eX]

[DOI]

Jing Jiang

Shaoxiong Ji

Guodong Long

World Wide Web, 2020

AMRNN: attended multi-task recurrent neural networks for dynamic illness severity prediction.

[BibT_eX]

[DOI]

World Wide Web, 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

Multi-Center Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Semantic Triple Encoder for Fast Open-Set Link Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Rethinking 1D-CNN for Time Series Classification: A Stronger Baseline.

[BibT_eX]

[DOI]

CoRR, 2020

Measuring Time-Sensitive and Topic-Specific Influence in Social Networks With LSTM and Self-Attention.

[BibT_eX]

[DOI]

IEEE Access, 2020

Self-attention Enhanced Patient Journey Understanding in Healthcare System.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Confusable Learning for Large-Class Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Cooperative Heterogeneous Deep Reinforcement 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

Interpretable Time-series Classification on Few-shot Samples.

[BibT_eX]

[DOI]

Wensi Tang

Lu Liu

Guodong Long

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering.

[BibT_eX]

[DOI]

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

BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes.

[BibT_eX]

[DOI]

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

Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention.

[BibT_eX]

[DOI]

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

RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion.

[BibT_eX]

[DOI]

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

Competitive and Cooperative Heterogeneous Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

One-Shot Learning for Long-Tail Visual Relation Detection.

[BibT_eX]

[DOI]

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

Attribute Propagation Network for Graph Zero-Shot Learning.

[BibT_eX]

[DOI]

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

Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction.

[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

Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

Salient Subsequence Learning for Time Series Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Learning to Propagate for Graph Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

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

Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph.

[BibT_eX]

[DOI]

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

Collective Protection: Preventing Sensitive Inferences via Integrative Transformation.

[BibT_eX]

[DOI]

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

Temporal Self-Attention Network for Medical Concept Embedding.

[BibT_eX]

[DOI]

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

Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Detecting Suicidal Ideation with Data Protection in Online Communities.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Interactive Deep Metric Learning for Healthcare Cohort Discovery.

[BibT_eX]

[DOI]

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.

[BibT_eX]

[DOI]

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

2018

Dual influence embedded social recommendation.

[BibT_eX]

[DOI]

World Wide Web, 2018

Fast Directional Self-Attention Mechanism.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarially Regularized Graph Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2018

Supervised Learning for Suicidal Ideation Detection in Online User Content.

[BibT_eX]

[DOI]

Complex., 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

NeuRec: On Nonlinear Transformation for Personalized Ranking.

[BibT_eX]

[DOI]

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

Multi-modality Sensor Data Classification with Selective Attention.

[BibT_eX]

[DOI]

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

Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling.

[BibT_eX]

[DOI]

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

Adversarially Regularized Graph Autoencoder for Graph Embedding.

[BibT_eX]

[DOI]

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

Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit.

[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

Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis.

[BibT_eX]

[DOI]

Forough Rezaei Boroujeni

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

2017

Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 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

Collective Hyping Detection System for Identifying Online Spam Activities.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2017

Safe Medicine Recommendation via Medical Knowledge Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 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

Compact representation for large-scale unconstrained video analysis.

[BibT_eX]

[DOI]

World Wide Web, 2016

Towards Anomalous Diffusion Sources Detection in a Large Network.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2016

Online Learning from Trapezoidal Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Multiple graph unsupervised feature selection.

[BibT_eX]

[DOI]

Signal Process., 2016

Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Co-clustering enterprise social networks.

[BibT_eX]

[DOI]

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

Evolutionary lazy learning for Naive Bayes classification.

[BibT_eX]

[DOI]

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

Inferring Latent Network from Cascade Data for Dynamic Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Global and Local Influence-based Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Robust Semi-Supervised Learning through Label Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Dynamic Concept Composition for Zero-Example Event Detection.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

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

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Discovering Sequential Rental Patterns by Fleet Tracking.

[BibT_eX]

[DOI]

Xinxin Jiang

Xueping Peng

Guodong Long

Proceedings of the Data Science - Second International Conference, 2015

Towards Mining Trapezoidal Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Invariant Event Tracking on Social Networks.

[BibT_eX]

[DOI]

Sayan Unankard

Xue Li

Guodong Long

Proceedings of the Database Systems for Advanced Applications, 2015

SocialTrail: Recommending Social Trajectories from Location-Based Social Networks.

[BibT_eX]

[DOI]

Qinzhe Zhang

Litao Yu

Guodong Long

Proceedings of the Databases Theory and Applications, 2015

Coupled Collaborative Filtering for Context-aware Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Instance-based and feature-based classification enhancement for short & sparse texts

[BibT_eX]

[DOI]

Guodong Long

PhD thesis, 2014

2013

Optimal Cloud Resource Auto-Scaling for Web Applications.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

Graph Based Feature Augmentation for Short and Sparse Text Classification.

[BibT_eX]

[DOI]

Guodong Long

Jing Jiang

Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012

TCSST: transfer classification of short & sparse text using external data.

[BibT_eX]

[DOI]

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

2011

Scaling-Up Item-Based Collaborative Filtering Recommendation Algorithm Based on Hadoop.

[BibT_eX]

[DOI]

Proceedings of the World Congress on Services, 2011

Guodong Long

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