Yi Huang

16 papers A 1C 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Variable rate neural compression for sparse detector data.
Patterns
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
2025 J jnl
Dynamical Implicit Neural Representations.
CoRR
Yesom Park, Kelvin Kan, Thomas Flynn, Yi Huang, Shinjae Yoo, Stanley J. Osher, Xihaier Luo
2025 J jnl
FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics.
CoRR
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
2025 J jnl
IE2Video: Adapting Pretrained Diffusion Models for Event-Based Video Reconstruction.
CoRR
Dmitrii Torbunov, Onur Okuducu, Yi Huang, Odera Dim, Rebecca Coles, Yonggang Cui, Yihui Ren
2024 J jnl
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling.
CoRR
Xihaier Luo, Samuel Lurvey, Yi Huang, Yihui Ren, Jin Huang, Byung-Jun Yoon
2024 J jnl
Unpaired image translation to mitigate domain shift in liquid argon time projection chamber detector responses.
Mach. Learn. Sci. Technol.
Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren
2024 J jnl
Variable Rate Neural Compression for Sparse Detector Data.
CoRR
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
2023 — conf
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data.
SC Workshops
Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang
2023 J jnl
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data.
CoRR
Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang
2023 J jnl
Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation.
CoRR
Dmitrii Torbunov, Yi Huang, Huan-Hsin Tseng, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren
2023 A conf
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation.
WACV
Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren
2023 J jnl
Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models.
CoRR
Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren
2022 J jnl
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation.
CoRR
Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren
2021 C conf
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder.
ICMLA
Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang
2021 J jnl
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder.
CoRR
Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang
2021 J jnl
Universal risk phenotype of US counties for flu-like transmission to improve county-specific COVID-19 incidence forecasts.
PLoS Comput. Biol.
Yi Huang, Ishanu Chattopadhyay