Yi Huang

According to our database, Yi Huang authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics.

David Keetae Park, Shuhang Li, Yi Huang, Xihaier Luo, Haiwang Yu, Yeonju Go, Christopher Pinkenburg, Yuewei Lin, Shinjae Yoo, Joseph D. Osborn, Jin Huang, Yihui Ren

CoRR, August, 2025

2024

Simulated sPHENIX Time-Projection Chamber (TPC) Data in Central Au-Au Collisions at sqrt[s] = 200 GeV, outer layer group.

Yi Huang, Yihui Ren, Jin Huang

Dataset, November, 2024

Reduced-Order Model of Time-Projection Chamber.

Yi Huang

Dataset, November, 2024

Reduced-Order Model of Time-Projection Chamber.

Yi Huang

Dataset, July, 2024

Reduced-Order Model of Time-Projection Chamber.

Yi Huang

Dataset, July, 2024

Unpaired image translation to mitigate domain shift in liquid argon time projection chamber detector responses.

Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren

Mach. Learn. Sci. Technol., 2024

Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling.

Xihaier Luo, Samuel Lurvey, Yi Huang, Yihui Ren, Jin Huang, Byung-Jun Yoon

CoRR, 2024

Variable Rate Neural Compression for Sparse Detector Data.

Yi Huang, Yeonju Go, Jin Huang, Shuhang Li, Xihaier Luo, Thomas Marshall, Joseph D. Osborn, Christopher Pinkenburg, Yihui Ren, Evgeny Shulga, Shinjae Yoo, Byung-Jun Yoon

CoRR, 2024

2023

Simulated sPHENIX Time-Projection Chamber (TPC) Data in Central Au-Au Collisions at sqrt[s] = 200 GeV, outer layer group.

Yi Huang, Yihui Ren, Jin Huang

Dataset, October, 2023

Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models.

Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren

CoRR, 2023

Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation.

Dmitrii Torbunov, Yi Huang, Huan-Hsin Tseng, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren

CoRR, 2023

UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation.

Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data.

Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2021

Universal risk phenotype of US counties for flu-like transmission to improve county-specific COVID-19 incidence forecasts.

Yi Huang, Ishanu Chattopadhyay

PLoS Comput. Biol., 2021

Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder.

Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021