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Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification


Feb 11, 2022
Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han

* 12 pages; Accepted to WWW 2022 

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MATCH: Metadata-Aware Text Classification in A Large Hierarchy


Feb 15, 2021
Yu Zhang, Zhihong Shen, Yuxiao Dong, Kuansan Wang, Jiawei Han

* 12 pages; Accepted to WWW 2021 

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GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training


Jul 02, 2020
Jiezhong Qiu, Qibin Chen, Yuxiao Dong, Jing Zhang, Hongxia Yang, Ming Ding, Kuansan Wang, Jie Tang

* 11 pages, 5 figures, to appear in KDD 2020 proceedings 

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GPT-GNN: Generative Pre-Training of Graph Neural Networks


Jun 27, 2020
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun

* Published on KDD 2020 

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CORD-19: The Covid-19 Open Research Dataset


Apr 25, 2020
Lucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, Russell Reas, Jiangjiang Yang, Darrin Eide, Kathryn Funk, Rodney Kinney, Ziyang Liu, William Merrill, Paul Mooney, Dewey Murdick, Devvret Rishi, Jerry Sheehan, Zhihong Shen, Brandon Stilson, Alex D. Wade, Kuansan Wang, Chris Wilhelm, Boya Xie, Douglas Raymond, Daniel S. Weld, Oren Etzioni, Sebastian Kohlmeier

* 10 pages, 3 figures 

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Heterogeneous Graph Transformer


Mar 03, 2020
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun

* Published on WWW 2020 

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TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network


Jan 26, 2020
Jiaming Shen, Zhihong Shen, Chenyan Xiong, Chi Wang, Kuansan Wang, Jiawei Han

* WWW 2020 

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NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization


Jun 26, 2019
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang

* 11 pages, in Proceedings of the Web Conference 2019 (WWW 19) 

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