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Yi Huang
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Uvcgan: Unet vision transformer cycle-consistent gan for unpaired image-to-image translation
D Torbunov, Y Huang, H Yu, J Huang, S Yoo, M Lin, B Viren, Y Ren
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023
482023
Event-level prediction of urban crime reveals a signature of enforcement bias in US cities
V Rotaru, Y Huang, T Li, J Evans, I Chattopadhyay
Nature human behaviour 6 (8), 1056-1068, 2022
182022
Reduced false positives in autism screening via digital biomarkers inferred from deep comorbidity patterns
D Onishchenko, Y Huang, J van Horne, PJ Smith, ME Msall, ...
Science Advances 7 (41), eabf0354, 2021
102021
Recovering social networks by observing votes
B Fish, Y Huang, L Reyzin
Proceedings of the 2016 international conference on autonomous agents …, 2016
102016
Efficient data compression for 3d sparse tpc via bicephalous convolutional autoencoder
Y Huang, Y Ren, S Yoo, J Huang
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
92021
Wasserstein soft label propagation on hypergraphs: Algorithm and generalization error bounds
T Gao, S Asoodeh, Y Huang, J Evans
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3630-3637, 2019
62019
Solving Simulation Systematics in and with AI/ML, In 2022 Snowmass Summer Study (2022)
B Viren, J Huang, Y Huang, M Lin, Y Ren, K Terao, D Torbunov, H Yu
arXiv preprint arXiv:2203.06112, 2022
42022
Training-Time Optimization of a Budgeted Booster.
Y Huang, B Powers, L Reyzin
IJCAI, 3583-3589, 2015
42015
Universal risk phenotype of US counties for flu-like transmission to improve county-specific COVID-19 incidence forecasts
Y Huang, I Chattopadhyay
PLoS computational biology 17 (10), e1009363, 2021
32021
Data smashing 2.0: Sequence likelihood (sl) divergence for fast time series comparison
Y Huang, I Chattopadhyay
arXiv preprint arXiv:1909.12243, 2019
32019
Network construction with ordered constraints
Y Huang, MV Janardhanan, L Reyzin
arXiv preprint arXiv:1702.07292, 2017
32017
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data
Y Huang, Y Ren, S Yoo, J Huang
Proceedings of the SC'23 Workshops of The International Conference on High …, 2023
22023
Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation
D Torbunov, Y Huang, HH Tseng, H Yu, J Huang, S Yoo, M Lin, B Viren, ...
arXiv preprint arXiv:2303.16280, 2023
22023
Long-range Event-level Prediction and Response Simulation for Urban Crime and Global Terrorism with Granger Networks
T Li, Y Huang, J Evans, I Chattopadhyay
arXiv preprint arXiv:1911.05647, 2019
22019
Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models
Y Huang, D Torbunov, B Viren, H Yu, J Huang, M Lin, Y Ren
arXiv preprint arXiv:2304.12858, 2023
12023
Solving simulation systematics in and with AI/ML
B Viren, J Huang, Y Huang, M Lin, Y Ren, K Terao, D Torbunov, H Yu
arXiv preprint arXiv:2203.06112, 2022
12022
A dynamic model of the Coronavirus Disease 2019 outbreak to analyze the effectiveness of control measures
S Yang, Y Liu, K Chen, T Li, Y Huang, X Chen, P Qi, Y Xu, F Yu, Y Yang, ...
Medicine 100 (5), e23925, 2021
12021
Deep Learning Without Neural Networks: Fractal-nets for Rare Event Modeling
I Chattopadhyay, Y Huang, J Evans
12020
Problems in Learning under Limited Resources and Information
Y Huang
University of Illinois at Chicago, 2017
12017
Sequence likelihood divergence for fast time series comparison
Y Huang, V Rotaru, I Chattopadhyay
Knowledge and Information Systems 65 (7), 3079-3098, 2023
2023
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