Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder. - Yi Huang 019; Yihui Ren 001; Shinjae Yoo; Jin Huang (ICMLA, 2021)

Universal risk phenotype of US counties for flu-like transmission to improve county-specific COVID-19 incidence forecasts. - Yi Huang 019; Ishanu Chattopadhyay (PLoS Comput. Biol., 2021)

Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data. - Yi Huang 019; Yihui Ren 001; Shinjae Yoo; Jin Huang (SC Workshops, 2023)

UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation. - Dmitrii Torbunov; Yi Huang 019; Haiwang Yu; Jin Huang; Shinjae Yoo; Meifeng Lin; Brett Viren; Yihui Ren 001 (WACV, 2023)

Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation. - Dmitrii Torbunov; Yi Huang 019; Huan-Hsin Tseng; Haiwang Yu; Jin Huang; Shinjae Yoo; Meifeng Lin; Brett Viren; Yihui Ren 001 (CoRR, 2023)

Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models. - Yi Huang 019; Dmitrii Torbunov; Brett Viren; Haiwang Yu; Jin Huang; Meifeng Lin; Yihui Ren 001 (CoRR, 2023)

Simulated sPHENIX Time-Projection Chamber (TPC) Data in Central Au-Au Collisions at sqrt[s] = 200 GeV, outer layer group. - Yi Huang 019; Yihui Ren 001; Jin Huang (Zenodo, 2023)

Variable Rate Neural Compression for Sparse Detector Data. - Yi Huang 019; Yeonju Go; Jin Huang; Shuhang Li; Xihaier Luo; Thomas Marshall; Joseph D. Osborn; Christopher Pinkenburg; Yihui Ren 001; Evgeny Shulga; Shinjae Yoo; Byung-Jun Yoon (CoRR, 2024)

Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling. - Xihaier Luo; Samuel Lurvey; Yi Huang 019; Yihui Ren 001; Jin Huang; Byung-Jun Yoon (CoRR, 2024)

Unpaired image translation to mitigate domain shift in liquid argon time projection chamber detector responses. - Yi Huang 019; Dmitrii Torbunov; Brett Viren; Haiwang Yu; Jin Huang; Meifeng Lin; Yihui Ren 001 (Mach. Learn. Sci. Technol., 2024)

Reduced-Order Model of Time-Projection Chamber. - Yi Huang 019 (Zenodo, 2024)

Reduced-Order Model of Time-Projection Chamber. - Yi Huang 019 (Zenodo, 2024)

Reduced-Order Model of Time-Projection Chamber. - Yi Huang 019 (Zenodo, 2024)

Simulated sPHENIX Time-Projection Chamber (TPC) Data in Central Au-Au Collisions at sqrt[s] = 200 GeV, outer layer group. - Yi Huang 019; Yihui Ren 001; Jin Huang (Zenodo, 2024)

FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics. - David Keetae Park; Shuhang Li; Yi Huang 019; Xihaier Luo; Haiwang Yu; Yeonju Go; Christopher Pinkenburg; Yuewei Lin; Shinjae Yoo; Joseph D. Osborn; Jin Huang; Yihui Ren 001 (CoRR, 2025)