2021

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Retrieving Complex Tables with Multi-Granular Graph Representation Learning
Fei Wang | Kexuan Sun | Muhao Chen | Jay Pujara | Pedro A. Szekely
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering
Kexuan Sun | Fei Wang | Muhao Chen | Jay Pujara
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis
Changping Meng | Muhao Chen | Jie Mao | Jennifer Neville
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part I

2019

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Embedding Edge-attributed Relational Hierarchies
Muhao Chen | Chris Quirk
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach
Changjun Fan | Li Zeng | Yuhui Ding | Muhao Chen | Yizhou Sun | Zhong Liu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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Fast and Accurate Network Embeddings via Very Sparse Random Projection
Haochen Chen | Syed Fahad Sultan | Yingtao Tian | Muhao Chen | Steven Skiena
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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Social Relation Inference via Label Propagation
Yingtao Tian | Haochen Chen | Bryan Perozzi | Muhao Chen | Xiaofei Sun | Steven Skiena
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I

2018

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Enhanced Network Embeddings via Exploiting Edge Labels
Haochen Chen | Xiaofei Sun | Yingtao Tian | Bryan Perozzi | Muhao Chen | Steven Skiena
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018