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Zecheng Zhang

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Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks

Feb 23, 2024
Christian Moya, Amirhossein Mollaali, Zecheng Zhang, Lu Lu, Guang Lin

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D2NO: Efficient Handling of Heterogeneous Input Function Spaces with Distributed Deep Neural Operators

Oct 29, 2023
Zecheng Zhang, Christian Moya, Lu Lu, Guang Lin, Hayden Schaeffer

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PROSE: Predicting Operators and Symbolic Expressions using Multimodal Transformers

Sep 28, 2023
Yuxuan Liu, Zecheng Zhang, Hayden Schaeffer

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Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency

Jul 16, 2023
Bowen Song, Soo Min Kwon, Zecheng Zhang, Xinyu Hu, Qing Qu, Liyue Shen

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Accelerated replica exchange stochastic gradient Langevin diffusion enhanced Bayesian DeepONet for solving noisy parametric PDEs

Nov 03, 2021
Guang Lin, Christian Moya, Zecheng Zhang

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SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction

Sep 24, 2021
Yuxin Xiao, Zecheng Zhang, Yuning Mao, Carl Yang, Jiawei Han

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Multi-agent Reinforcement Learning Accelerated MCMC on Multiscale Inversion Problem

Nov 17, 2020
Eric Chung, Yalchin Efendiev, Wing Tat Leung, Sai-Mang Pun, Zecheng Zhang

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