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SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction



Yuxin Xiao , Zecheng Zhang , Yuning Mao , Carl Yang , Jiawei Han


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Amortized Auto-Tuning: Cost-Efficient Transfer Optimization for Hyperparameter Recommendation



Yuxin Xiao , Eric P. Xing , Willie Neiswanger


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Heterogeneous Network Representation Learning: Survey, Benchmark, Evaluation, and Beyond



Carl Yang , Yuxin Xiao , Yu Zhang , Yizhou Sun , Jiawei Han

* 15 pages (12-page content + 3-page reference), under review VLDB 2021 

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