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Ziyi Yin

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VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models

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Feb 16, 2024
Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

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Recent Advances in Predictive Modeling with Electronic Health Records

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Feb 02, 2024
Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma

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Inference of CO2 flow patterns -- a feasibility study

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Nov 01, 2023
Abhinav Prakash Gahlot, Huseyin Tuna Erdinc, Rafael Orozco, Ziyi Yin, Felix J. Herrmann

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Hierarchical Pretraining on Multimodal Electronic Health Records

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Oct 20, 2023
Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma

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VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models

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Oct 07, 2023
Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

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MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation

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Oct 05, 2023
Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma

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Solving multiphysics-based inverse problems with learned surrogates and constraints

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Jul 18, 2023
Ziyi Yin, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann

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Learned multiphysics inversion with differentiable programming and machine learning

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Apr 12, 2023
Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, Felix J. Herrmann

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De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images

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Dec 16, 2022
Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Ziyi Yin, Mathias Louboutin, Felix J. Herrmann

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Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators

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Apr 04, 2022
Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, Felix J. Herrmann

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