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Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective


Dec 06, 2022
Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang

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* Accepted at CVPR 2022 

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Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm


Oct 11, 2022
Huiyang Shao, Qianqian Xu, Zhiyong Yang, Shilong Bao, Qingming Huang

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* NeurIPS 2022 

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The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm


Sep 30, 2022
Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang

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Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability


Sep 27, 2022
Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang

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MaxMatch: Semi-Supervised Learning with Worst-Case Consistency


Sep 26, 2022
Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

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* Accepted to IEEE TPAMI 

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A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game


Sep 13, 2022
Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang

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* Early Access by TPAMI 2022 (https://ieeexplore.ieee.org/document/9830042
* 33 pages, https://github.com/alphaprime/Target_Attack_Rank_Aggregation 

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Optimizing Partial Area Under the Top-k Curve: Theory and Practice


Sep 03, 2022
Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang

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Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction


Jun 28, 2022
Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang

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AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems


Jun 24, 2022
Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang

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Geometry Interaction Knowledge Graph Embeddings


Jun 24, 2022
Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

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