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Yongyi Yang

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HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks

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Mar 26, 2024
Yongyi Yang, Jiaming Yang, Wei Hu, Michał Dereziński

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Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity

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Jul 17, 2023
Zhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu

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Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations

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Jun 29, 2023
Yongyi Yang, Jacob Steinhardt, Wei Hu

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Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks

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Jun 24, 2022
Hongjoon Ahn, Yongyi Yang, Quan Gan, David Wipf, Taesup Moon

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Transformers from an Optimization Perspective

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May 27, 2022
Yongyi Yang, Zengfeng Huang, David Wipf

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Implicit vs Unfolded Graph Neural Networks

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Nov 12, 2021
Yongyi Yang, Yangkun Wang, Zengfeng Huang, David Wipf

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Why Propagate Alone? Parallel Use of Labels and Features on Graphs

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Oct 14, 2021
Yangkun Wang, Jiarui Jin, Weinan Zhang, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu, Zheng Zhang, Zengfeng Huang, David Wipf

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Graph Neural Networks Inspired by Classical Iterative Algorithms

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Mar 10, 2021
Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf

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Relation of the Relations: A New Paradigm of the Relation Extraction Problem

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Jun 05, 2020
Zhijing Jin, Yongyi Yang, Xipeng Qiu, Zheng Zhang

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