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NASI: Label- and Data-agnostic Neural Architecture Search at Initialization


Sep 02, 2021
Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low


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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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Privacy Preserving Vertical Federated Learning for Tree-based Models


Aug 14, 2020
Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi

* Proc. VLDB Endow. 13(11): 2090-2103 (2020) 

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GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction


Mar 26, 2020
Chengxin Wang, Shaofeng Cai, Gary Tan

* 16 pages, 5 figures, 2 tables 

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TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications


Mar 24, 2020
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi

* A version of this preprint will appear in ACM SIGMOD 2020 

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Understanding Architectures Learnt by Cell-based Neural Architecture Search


Sep 23, 2019
Yao Shu, Wei Wang, Shaofeng Cai

* The paper is in the wrong format. We will update it after the ICLR submission 

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ISBNet: Instance-aware Selective Branching Network


May 23, 2019
Shaofeng Cai, Yao Shu, Wei Wang, Beng Chin Ooi

* 10 pages, 4 figures 

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Effective and Efficient Dropout for Deep Convolutional Neural Networks


Apr 22, 2019
Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi

* 14 pages, 16 figures 

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