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PanGu-Coder: Program Synthesis with Function-Level Language Modeling


Jul 22, 2022
Fenia Christopoulou, Gerasimos Lampouras, Milan Gritta, Guchun Zhang, Yinpeng Guo, Zhongqi Li, Qi Zhang, Meng Xiao, Bo Shen, Lin Li, Hao Yu, Li Yan, Pingyi Zhou, Xin Wang, Yuchi Ma, Ignacio Iacobacci, Yasheng Wang, Guangtai Liang, Jiansheng Wei, Xin Jiang, Qianxiang Wang, Qun Liu

* 27 pages 

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Self-scalable Tanh (Stan): Faster Convergence and Better Generalization in Physics-informed Neural Networks


Apr 29, 2022
Raghav Gnanasambandam, Bo Shen, Jihoon Chung, Xubo Yue, Zhenyu, Kong

* 31 pages, 12 figures 

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Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee


Apr 11, 2022
Bo Shen, Weijun Xie, Zhenyu Kong

* 40 pages, 11 figures 

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On the Provable Generalization of Recurrent Neural Networks


Sep 29, 2021
Lifu Wang, Bo Shen, Bo Hu, Xing Cao

* Accepted by Neurips 2021, 31 pages 

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Robust Tensor Principal Component Analysis: Exact Recovery via Deterministic Model


Aug 05, 2020
Bo Shen, Zhenyu, Kong


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Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?


Jun 10, 2020
Lifu Wang, Bo Shen, Ning Zhao, Zhiyuan Zhang

* Accepted bt IJCAI2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. http://static.ijcai.org/2020-accepted_papers.html 

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On the Convergence of Perturbed Distributed Asynchronous Stochastic Gradient Descent to Second Order Stationary Points in Non-convex Optimization


Oct 21, 2019
Lifu Wang, Bo Shen, Ning Zhao

* 31 pages, 1 figure 

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Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based Human Collective Intelligence


Dec 11, 2018
Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Yanhong Wu


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