2022

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Knowledge Graph Reasoning with Relational Digraph
Yongqi Zhang | Quanming Yao
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Pooling Architecture Search for Graph Classification
Lanning Wei | Huan Zhao | Quanming Yao | Zhiqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Searching to Sparsify Tensor Decomposition for N-ary Relational Data
Shimin Di | Quanming Yao | Lei Chen
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Role-Aware Modeling for N-ary Relational Knowledge Bases
Yu Liu | Quanming Yao | Yong Li
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Learning
Yaqing Wang | Quanming Yao | James T. Kwok
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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Simplifying Architecture Search for Graph Neural Network
Huan Zhao | Lanning Wei | Quanming Yao
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020

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Efficient Neural Interaction Function Search for Collaborative Filtering
Quanming Yao | Xiangning Chen | James T. Kwok | Yong Li | Cho-Jui Hsieh
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases
Yu Liu | Quanming Yao | Yong Li
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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