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Efficient Global String Kernel with Random Features: Beyond Counting Substructures


Nov 25, 2019
Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu Aggarwal

* KDD'19 Oral Paper, Data and Code link available in the paper 

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P2L: Predicting Transfer Learning for Images and Semantic Relations


Aug 20, 2019
Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian Belgodere

* 10 pages, 5 figures, 6 tables 

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IPC: A Benchmark Data Set for Learning with Graph-Structured Data


May 15, 2019
Patrick Ferber, Tengfei Ma, Siyu Huo, Jie Chen, Michael Katz

* ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Data. The data set is accessible from https://github.com/IBM/IPC-graph-data 

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Adaptive Planner Scheduling with Graph Neural Networks


Nov 03, 2018
Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz

* Data set is released at https://github.com/IBM/IPC-graph-data 

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