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When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning



Chuizheng Meng , Sungyong Seo , Defu Cao , Sam Griesemer , Yan Liu


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Controlling Neural Networks with Rule Representations



Sungyong Seo , Sercan O. Arik , Jinsung Yoon , Xiang Zhang , Kihyuk Sohn , Tomas Pfister


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Network Inference from a Mixture of Diffusion Models for Fake News Mitigation



Karishma Sharma , Xinran He , Sungyong Seo , Yan Liu

* Fifteenth international AAAI conference on web and social media (ICWSM 2021) 

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Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning



Sungyong Seo , Chuizheng Meng , Sirisha Rambhatla , Yan Liu


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Coronavirus on Social Media: Analyzing Misinformation in Twitter Conversations



Karishma Sharma , Sungyong Seo , Chuizheng Meng , Sirisha Rambhatla , Aastha Dua , Yan Liu


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A Deep Structural Model for Analyzing Correlated Multivariate Time Series



Changwei Hu , Yifan Hu , Sungyong Seo

* IEEE ICMLA 2019 

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Differentiable Physics-informed Graph Networks



Sungyong Seo , Yan Liu

* 11 pages, 9 figures 

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CSI: A Hybrid Deep Model for Fake News Detection



Natali Ruchansky , Sungyong Seo , Yan Liu

* In Proceedings of the 26th ACM International Conference on Information and Knowledge Management (CIKM) 2017 

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