Physics-Aware Deep Learning and Dynamical Systems : Hybrid Modeling and Generalization. (Apprentissage profond pour la physique et les systèmes dynamiques : modélisation hybride et généralisation).

[BibT_eX]

[DOI]

Yuan Yin

PhD thesis, 2023

INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations.

[BibT_eX]

[DOI]

CoRR, 2023

Operator Learning with Neural Fields: Tackling PDEs on General Geometries.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Continuous PDE Dynamics Forecasting with Implicit Neural Representations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Pedestrian ranging algorithm based on improved YOLOv7 and DeepSORT.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering, 2023

Proposal-based Temporal Action Localization with Point-level Supervision.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

A lattice Boltzmann model for liquid-vapor-solid flow with thermal phase change.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2022

Multi-Scale Physical Representations for Approximating PDE Solutions with Graph Neural Operators.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2022

Generalizing to New Physical Systems via Context-Informed Dynamics Model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers.

[BibT_eX]

[DOI]

Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

2021

Explainable Deep Image Classifiers for Skin Lesion Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2021

Patent-KG: A Patent Knowledge Graph for Engineering Design.

[BibT_eX]

[DOI]

Haoyu Zuo

Yuan Yin

Peter R. N. Childs

CoRR, 2021

LEADS: Learning Dynamical Systems that Generalize Across Environments.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2021

Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning Dynamical Systems across Environments.

[BibT_eX]

[DOI]

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Ammonium Pyrrolidine Dithiocarbamate-Modified CdTe/CdS Quantum Dots as a Turn-on Fluorescent Sensor for Detection of Trace Cadmium Ions.

[BibT_eX]

[DOI]

Yuan Yin

Qingliang Yang

Gang Liu

Sensors, 2020

"Light On": A Voice Controlled Vehicle-Light System Based on Translating Drives' Voice into Computer Commands to Reduce Operation Workload of Drivers.

[BibT_eX]

[DOI]

Yuan Yin

Proceedings of the HCI International 2020 - Posters - 22nd International Conference, 2020

2019

Scalable Graph Embeddings via Sparse Transpose Proximities.

[BibT_eX]

[DOI]

Yuan Yin

Zhewei Wei

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Screen-Printed Electrode Modified by Bismuth /Fe<sub>3</sub>O<sub>4</sub> Nanoparticle/Ionic Liquid Composite Using Internal Standard Normalization for Accurate Determination of Cd(II) in Soil.

[BibT_eX]

[DOI]

Sensors, 2018

2017

Local feature approach to dorsal hand vein recognition by Centroid-based Circular Key-point Grid and fine-grained matching.

[BibT_eX]

[DOI]