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Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances


Sep 17, 2022
Minghua Ma, Zhao Tian, Max Hort, Federica Sarro, Hongyu Zhang, Qingwei Lin, Dongmei Zhang

* 19 pages, 7 figures 

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Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach


Sep 17, 2022
Wendong Bi, Lun Du, Qiang Fu, Yanlin Wang, Shi Han, Dongmei Zhang

* 11 pages 

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Inferring Tabular Analysis Metadata by Infusing Distribution and Knowledge Information


Sep 02, 2022
Xinyi He, Mengyu Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

* 13pages, 7 figures, 9 tables 

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Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima


Aug 25, 2022
Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang

* 7 pages, Accepted by CIKM'22 

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UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic Layout Generation


Aug 17, 2022
Zhaoyun Jiang, Huayu Deng, Zhongkai Wu, Jiaqi Guo, Shizhao Sun, Vuksan Mijovic, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang

* 28 pages, under review 

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MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution


Aug 15, 2022
Wendong Bi, Lun Du, Qiang Fu, Yanlin Wang, Shi Han, Dongmei Zhang


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ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization


Aug 08, 2022
Lingbo Li, Tianle Li, Xinyi He, Mengyu Zhou, Shi Han, Dongmei Zhang

* 14 pages, 6 figures, 8 tables 

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XInsight: eXplainable Data Analysis Through The Lens of Causality


Aug 05, 2022
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang


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Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach


Jul 20, 2022
Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang

* To appear in SIGKDD 2022 as Research Track paper 

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PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation


May 25, 2022
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang


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