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DOM-LM: Learning Generalizable Representations for HTML Documents



Xiang Deng , Prashant Shiralkar , Colin Lockard , Binxuan Huang , Huan Sun


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RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation



Yu Zhang , Wei Wei , Binxuan Huang , Kathleen M. Carley , Yan Zhang

* 4 pages; Accepted to CIKM 2017; Some typos fixed 

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TCN: Table Convolutional Network for Web Table Interpretation



Daheng Wang , Prashant Shiralkar , Colin Lockard , Binxuan Huang , Xin Luna Dong , Meng Jiang


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Discover Your Social Identity from What You Tweet: a Content Based Approach



Binxuan Huang , Kathleen M. Carley

* This is a preprint of a chapter published in Disinformation, Misinformation, and Fake News in Social Media: Emerging Research Challenges and Opportunities, edited by Kai, S., Suhang, W., Dongwon, L., Huan, L, 2020, Springer reproduced with permission of Springer Nature Switzerland AG. The final authenticated version is available online at: http://dx.doi.org/10.1007/978-3-030-42699-6 

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A Hierarchical Location Prediction Neural Network for Twitter User Geolocation



Binxuan Huang , Kathleen M. Carley

* Accepted by EMNLP 2019 

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Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification



Binxuan Huang , Kathleen M. Carley

* Accepted by EMNLP 2018 

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Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks



Binxuan Huang , Kathleen M. Carley

* Accepted by EMNLP 2019 

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Recurrent U-net: Deep learning to predict daily summertime ozone in the United States



Tai-Long He , Dylan B. A. Jones , Binxuan Huang , Yuyang Liu , Kazuyuki Miyazaki , Zhe Jiang , E. Charlie White , Helen M. Worden , John R. Worden


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Inductive Graph Representation Learning with Recurrent Graph Neural Networks



Binxuan Huang , Kathleen M. Carley


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