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Tianle Cai

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What Makes Convolutional Models Great on Long Sequence Modeling?

Oct 17, 2022
Yuhong Li, Tianle Cai, Yi Zhang, Deming Chen, Debadeepta Dey

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Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond

Jul 19, 2022
Yuzheng Hu, Tianle Cai, Jinyong Shan, Shange Tang, Chaochao Cai, Ethan Song, Bo Li, Dawn Song

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Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding

Jun 23, 2021
Shengjie Luo, Shanda Li, Tianle Cai, Di He, Dinglan Peng, Shuxin Zheng, Guolin Ke, Liwei Wang, Tie-Yan Liu

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First Place Solution of KDD Cup 2021 & OGB Large-Scale Challenge Graph Prediction Track

Jun 20, 2021
Chengxuan Ying, Mingqi Yang, Shuxin Zheng, Guolin Ke, Shengjie Luo, Tianle Cai, Chenglin Wu, Yuxin Wang, Yanming Shen, Di He

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Do Transformers Really Perform Bad for Graph Representation?

Jun 17, 2021
Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu

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Towards a Theoretical Framework of Out-of-Distribution Generalization

Jun 13, 2021
Haotian Ye, Chuanlong Xie, Tianle Cai, Ruichen Li, Zhenguo Li, Liwei Wang

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A Theory of Label Propagation for Subpopulation Shift

Feb 22, 2021
Tianle Cai, Ruiqi Gao, Jason D. Lee, Qi Lei

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Towards Certifying $\ell_\infty$ Robustness using Neural Networks with $\ell_\infty$-dist Neurons

Feb 10, 2021
Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang

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