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Yuling Jiao

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GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs

Mar 28, 2023
Yuling Jiao, Di Li, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan

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Convergence Analysis of the Deep Galerkin Method for Weak Solutions

Feb 05, 2023
Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang

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Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks

Jul 21, 2022
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Joel L. Horowitz, Jian Huang

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Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning

Apr 14, 2022
Qiuhao Chen, Yuxuan Du, Qi Zhao, Yuling Jiao, Xiliang Lu, Xingyao Wu

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Approximation bounds for norm constrained neural networks with applications to regression and GANs

Jan 24, 2022
Yuling Jiao, Yang Wang, Yunfei Yang

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Wasserstein Generative Learning of Conditional Distribution

Dec 19, 2021
Shiao Liu, Xingyu Zhou, Yuling Jiao, Jian Huang

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Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension

Nov 29, 2021
Yuling Jiao, Dingwei Li, Min Liu, Xiangliang Lu, Yuanyuan Yang

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A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis

Nov 21, 2021
Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang

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Non-Asymptotic Error Bounds for Bidirectional GANs

Oct 24, 2021
Shiao Liu, Yunfei Yang, Jian Huang, Yuling Jiao, Yang Wang

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Relative Entropy Gradient Sampler for Unnormalized Distributions

Oct 06, 2021
Xingdong Feng, Yuan Gao, Jian Huang, Yuling Jiao, Xu Liu

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