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Large Language Models as Tool Makers


May 26, 2023
Tianle Cai, Xuezhi Wang, Tengyu Ma, Xinyun Chen, Denny Zhou

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* Code available at https://github.com/ctlllll/LLM-ToolMaker 

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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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* The code is available at https://github.com/ctlllll/SGConv 

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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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* Preprint. Work in Progress 

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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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