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ARM-Net: Adaptive Relation Modeling Network for Structured Data


Jul 05, 2021
Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang

* 14 pages, 11 figures, 5 tables, published as a conference paper in ACM SIGMOD 2020 

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Responsible Scoring Mechanisms Through Function Sampling


Nov 22, 2019
Abolfazl Asudeh, H. V. Jagadish


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Database Meets Deep Learning: Challenges and Opportunities


Jun 21, 2019
Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan

* SIGMOD Rec.,45(2):17{22, Sept. 2016 
* The previous version of this paper has appeared in SIGMOD Record. In this version, we extend it to include the recent developments in this field and references to recent work 

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Open Information Extraction from Question-Answer Pairs


Apr 06, 2019
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Halevy, H. V. Jagadish

* NAACL 2019 

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A Generic Inverted Index Framework for Similarity Search on the GPU - Technical Report


Aug 14, 2018
Jingbo Zhou, Qi Guo, H. V. Jagadish, Luboš Krčál, Siyuan Liu, Wenhao Luan, Anthony K. H. Tung, Yueji Yang, Yuxin Zheng

* 18 pages, technical report for the ICDE 2018 paper 

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PANDA: Facilitating Usable AI Development


Apr 26, 2018
Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou


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Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale


Dec 12, 2015
Jinyang Gao, H. V. Jagadish, Beng Chin Ooi

* 12 pages 

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