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Ziyi Yin

Multimodal Transformer Networks for Pedestrian Trajectory Prediction
2021 · Ziyi Yin, Ruijin Liu, et al. · International Joint Conference on Artificial Intelligence · 60
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Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs
2023 · Thomas J. Grady, Rishi Khan, et al. · Computers & Geosciences · 55
ECG classification based on guided attention mechanism
2024 · Yangcheng Huang, Wenjing Liu, et al. · Computer Methods and Programs in Biomedicine · 20
WISE: Full-waveform variational inference via subsurface extensions
2024 · Ziyi Yin, Rafael Orozco, et al. · Geophysics · 20
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Solving multiphysics-based inverse problems with learned surrogates and constraints
2023 · Ziyi Yin, Rafael Orozco, et al. · Advanced Modeling and Simulation in Engineering Sciences · 19
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Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
2022 · Ziyi Yin, Ali Siahkoohi, et al. · Second International Meeting for Applied Geoscience & Energy · 18
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Learned multiphysics inversion with differentiable programming and machine learning
2023 · Mathias Louboutin, Ziyi Yin, et al. · The Leading Edge · 16
An uncertainty-aware digital shadow for underground multimodal CO2 storage monitoring
2025 · Abhinav Prakash Gahlot, Rafael Orozco, et al. · Geophysical Journal International · 15
Online Figure-ground Segmentation with Edge Pixel Classification
2008 · Z. Yin, R.T. Collins · British Machine Vision Conference (BMVC) · 15
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
2024 · Yuan Zhong, Suhan Cui, et al. · Society for Industrial and Applied Mathematics eBooks · 12
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WISER: Multimodal variational inference for full-waveform inversion without dimensionality reduction
2024 · Ziyi Yin, Rafael Orozco, et al. · Geophysics · 11
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VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
2024 · Ziyi Yin, Muchao Ye, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 11
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Derisking geologic carbon storage from high-resolution time-lapse seismic to explainable leakage detection
2023 · Ziyi Yin, Huseyin Tuna Erdinc, et al. · The Leading Edge · 11
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Hierarchical Pretraining on Multimodal Electronic Health Records
2023 · Xiaochen Wang, Junyu Luo, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 10
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Optimizing ST-Segment classification in ECG using multi-task learning
2024 · Ziyi Yin, Wenjie Cai, et al. · Biomedical Signal Processing and Control · 7
Time-lapse full-waveform permeability inversion: A feasibility study
2024 · Ziyi Yin, Mathias Louboutin, et al. · The Leading Edge · 6
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A Digital Twin for Geological Carbon Storage with Controlled Injectivity
2024 · Gahlot, Abhinav Prakash, Li, Haoyun, et al. · arXiv (Cornell University) · 6
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Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model
2021 · Ziyi Yin, Mathias Louboutin, et al. · Second International Meeting for Applied Geoscience & Energy · 6
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Information disclosure and funding success of green crowdfunding campaigns: a study on GoFundMe
2024 · Ziyi Yin, Guowei Huang, et al. · Financial Innovation · 5
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Identification of key genes in HER2-positive breast cancer with brain metastasis via bioinformatics methods
2023 · Ziguo Yang, Rencheng Sun, et al. · Translational Cancer Research · 5
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A simulation-free seismic survey design by maximizing the spectral gap
2022 · Yijun Zhang, Mathias Louboutin, et al. · Second International Meeting for Applied Geoscience & Energy · 5
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Inference of CO2 flow patterns -- a feasibility study
2023 · Gahlot, Abhinav Prakash, Erdinc, Huseyin Tuna, et al. · arXiv (Cornell University) · 4
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Accelerating innovation with software abstractions for scalable computational geophysics
2022 · Mathias Louboutin, Philipp Witte, et al. · Second International Meeting for Applied Geoscience & Energy · 4
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Optimized time-lapse acquisition design via spectral gap ratio minimization
2023 · Yijun Zhang, Ziyi Yin, et al. · Geophysics · 3
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Improved Stent Visualization In Cardiac Reconstructions On A Deep-silicon Photon Counting CT
2023 · Z. Yin, A. Budde, et al. · Journal of cardiovascular computed tomography · 2
Works count: 43
Citation count: 357
H-index: 11
I10-index: 14
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