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

Nov 23, 2020
Tsung-Yu Hsieh, Suhang Wang, Yiwei Sun, Vasant Honavar


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Graph Convolutional Networks against Degree-Related Biases

Jun 28, 2020
Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Yiqi Wang, Jiliang Tang, Charu Aggarwal, Prasenjit Mitra, Suhang Wang

* Preprint, under review 

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An Ontology-Aware Framework for Audio Event Classification

Jan 27, 2020
Yiwei Sun, Shabnam Ghaffarzadegan

* Accepted in IEEE International Conference on Acoustics, Speech, and Signal Processing 2020 (ICASSP 2020). Have signed an e-copyright agreement with the IEEE during ICASSP 2020 submission 

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

Jan 27, 2020
Enyan Dai, Yiwei Sun, Suhang Wang


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

Nov 22, 2019
Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Charu Aggarwal, Prasenjit Mitra, Suhang Wang

* Accepted by AAAI 2020 

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LMLFM: Longitudinal Multi-Level Factorization Machine

Nov 21, 2019
Junjie Liang, Dongkuan Xu, Yiwei Sun, Vasant Honavar

* Thirty-Fourth AAAI Conference on Artificial Intelligence, accepted 

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LMLFM: Longitudinal Multi-Level Factorization Machines

Nov 11, 2019
Junjie Liang, Dongkuan Xu, Yiwei Sun, Vasant Honavar

* Thirty-Fourth AAAI Conference on Artificial Intelligence, accepted 

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Node Injection Attacks on Graphs via Reinforcement Learning

Sep 14, 2019
Yiwei Sun, Suhang Wang, Xianfeng Tang, Tsung-Yu Hsieh, Vasant Honavar

* Preprint, under review 

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Robust Graph Neural Network Against Poisoning Attacks via Transfer Learning

Aug 20, 2019
Xianfeng Tang, Yandong Li, Yiwei Sun, Huaxiu Yao, Prasenjit Mitra, Suhang Wang

* Preprint, under review 

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

Aug 20, 2019
Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant Honavar

* Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI-19 

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Improving Image Captioning by Leveraging Knowledge Graphs

Jan 25, 2019
Yimin Zhou, Yiwei Sun, Vasant Honavar

* Accepted by WACV'19 

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Multi-View Network Embedding Via Graph Factorization Clustering and Co-Regularized Multi-View Agreement

Nov 08, 2018
Yiwei Sun, Ngot Bui, Tsung-Yu Hsieh, Vasant Honavar

* ICDMW2018 -- IEEE International Conference on Data Mining workshop on Graph Analytics 

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Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Sep 07, 2018
Tsung-Yu Hsieh, Yasser EL-Manzalawy, Yiwei Sun, Vasant Honavar


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