SrVARM: State Regularized Vector Autoregressive Model for Joint Learning of Hidden State Transitions and State-Dependent Inter-Variable Dependencies from Multi-variate Time Series.

[BibT_eX]

[DOI]

Tsung-Yu Hsieh

Yiwei Sun

Xianfeng Tang

Suhang Wang

Vasant G. Honavar

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

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Functional Autoencoders for Functional Data Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Labeled Data Generation with Inexact Supervision.

[BibT_eX]

[DOI]

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

2020

Principal Component Analysis-Based Broadband Hybrid Precoding for Millimeter-Wave Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Convolutional Networks against Degree-Related Biases.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Attacks on Graph Neural Networks via Node Injections: A Hierarchical Reinforcement Learning Approach.

[BibT_eX]

[DOI]

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

Transferring Robustness for Graph Neural Network Against Poisoning Attacks.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository.

[BibT_eX]

[DOI]

Enyan Dai

Yiwei Sun

Suhang Wang

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

An Ontology-Aware Framework for Audio Event Classification.

[BibT_eX]

[DOI]

Yiwei Sun

Shabnam Ghaffarzadegan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks.

[BibT_eX]

[DOI]

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

Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values.

[BibT_eX]

[DOI]

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

LMLFM: Longitudinal Multi-Level Factorization Machine.

[BibT_eX]

[DOI]

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

2019

Node Injection Attacks on Graphs via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Robust Graph Neural Network Against Poisoning Attacks via Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Image Captioning by Leveraging Knowledge Graphs.

[BibT_eX]

[DOI]

Yimin Zhou

Yiwei Sun

Vasant G. Honavar

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

MEGAN: A Generative Adversarial Network for Multi-View Network Embedding.

[BibT_eX]

[DOI]

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

Adaptive Structural Co-regularization for Unsupervised Multi-view Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

2018

Fabrication of Composite Microneedle Array Electrode for Temperature and Bio-Signal Monitoring.

[BibT_eX]

[DOI]

Sensors, 2018

Compositional Stochastic Average Gradient for Machine Learning and Related Applications.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Multi-view Network Embedding via Graph Factorization Clustering and Co-regularized Multi-view Agreement.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Machine Learning Based Hybrid Precoding for MmWave MIMO-OFDM with Dynamic Subarray.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2018

Wideband Hybrid Precoding for Next-Generation Backhaul/Fronthaul Based on mmWave FD-MIMO.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2018

2017

Recycling Edge Devices in Sustainable Internet of Things Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2017

2015

Detecting Overlapping Communities from Local Spectral Subspaces.

[BibT_eX]

[DOI]

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

2010

Software Requirements Specification of the IUfA's UUIS -- a Team 2 COMP5541-W10 Project Approach

[BibT_eX]

[DOI]

CoRR, 2010

Software Design Document, Testing, Deployment and Configuration Management of the UUIS--a Team 2 COMP5541-W10 Project Approach

[BibT_eX]

[DOI]

CoRR, 2010

Yiwei Sun

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