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Xiaoqian Wang

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To be Robust and to be Fair: Aligning Fairness with Robustness

Mar 31, 2023
Junyi Chai, Xiaoqian Wang

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SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification

Feb 22, 2023
Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao

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Forecast combinations: an over 50-year review

May 09, 2022
Xiaoqian Wang, Rob J Hyndman, Feng Li, Yanfei Kang

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A Unified Study of Machine Learning Explanation Evaluation Metrics

Mar 27, 2022
Yipei Wang, Xiaoqian Wang

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Self-Interpretable Model with TransformationEquivariant Interpretation

Nov 09, 2021
Yipei Wang, Xiaoqian Wang

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Group-Aware Threshold Adaptation for Fair Classification

Nov 08, 2021
Taeuk Jang, Pengyi Shi, Xiaoqian Wang

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Shapley Explanation Networks

Apr 06, 2021
Rui Wang, Xiaoqian Wang, David I. Inouye

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Multivariate Time Series Classification with Hierarchical Variational Graph Pooling

Oct 12, 2020
Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang

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Modeling Complex Spatial Patterns with Temporal Features via Heterogenous Graph Embedding Networks

Sep 11, 2020
Yida Huang, Haoyan Xu, Ziheng Duan, Anni Ren, Jie Feng, Qianru Zhang, Xiaoqian Wang

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