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Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems


Nov 15, 2022
Qian Li, Jianxin Li, Lihong Wang, Cheng Ji, Yiming Hei, Jiawei Sheng, Qingyun Sun, Shan Xue, Pengtao Xie

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Betty: An Automatic Differentiation Library for Multilevel Optimization


Jul 05, 2022
Sang Keun Choe, Willie Neiswanger, Pengtao Xie, Eric Xing

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Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations


Feb 16, 2022
Youwei Liang, Chongjian Ge, Zhan Tong, Yibing Song, Jue Wang, Pengtao Xie

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* ICLR 2022 Spotlight 

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Self-directed Machine Learning


Jan 08, 2022
Wenwu Zhu, Xin Wang, Pengtao Xie

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* 14 pages, 5 figures 

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Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search


Dec 01, 2021
Jay Gala, Pengtao Xie

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Improving Differentiable Architecture Search with a Generative Model


Nov 30, 2021
Ruisi Zhang, Youwei Liang, Sai Ashish Somayajula, Pengtao Xie

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Learning from Mistakes -- A Framework for Neural Architecture Search


Nov 11, 2021
Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric Xing, Pengtao Xie

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Learning by Examples Based on Multi-level Optimization


Sep 22, 2021
Shentong Mo, Pengtao Xie

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Self-supervised Regularization for Text Classification


Mar 24, 2021
Meng Zhou, Zechen Li, Pengtao Xie

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* 16 pages, 3 figures, to be published in Transactions of the Association for Computational Linguistics 

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