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Ruishan Liu
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Year
Experimental demonstration of spontaneous chirality in a nonlinear microresonator
QT Cao, H Wang, CH Dong, H Jing, RS Liu, X Chen, L Ge, Q Gong, ...
Physical review letters 118 (3), 033901, 2017
1752017
Evaluating eligibility criteria of oncology trials using real-world data and AI
R Liu, S Rizzo, S Whipple, N Pal, AL Pineda, M Lu, B Arnieri, Y Lu, ...
Nature 592 (7855), 629-633, 2021
1512021
The effects of memory replay in reinforcement learning
R Liu, J Zou
2018 56th annual allerton conference on communication, control, and …, 2018
1472018
Reconfigurable symmetry-broken laser in a symmetric microcavity
QT Cao, R Liu, H Wang, YK Lu, CW Qiu, S Rotter, Q Gong, YF Xiao
Nature communications 11 (1), 1136, 2020
562020
Wide‐Field Optical Microscopy of Microwave Fields Using Nitrogen‐Vacancy Centers in Diamonds
L Shao, R Liu, M Zhang, AV Shneidman, X Audier, M Markham, H Dhillon, ...
Advanced optical materials 4 (7), 1075-1080, 2016
462016
Cooling mechanical resonators to the quantum ground state from room temperature
YC Liu, RS Liu, CH Dong, Y Li, Q Gong, YF Xiao
Physical Review A 91 (1), 013824, 2015
292015
Systematic pan-cancer analysis of mutation–treatment interactions using large real-world clinicogenomics data
R Liu, S Rizzo, S Waliany, MR Garmhausen, N Pal, Z Huang, ...
Nature Medicine 28 (8), 1656-1661, 2022
202022
Teacher-student compression with generative adversarial networks
R Liu, N Fusi, L Mackey
arXiv preprint arXiv:1812.02271, 2018
202018
Enhanced Raman scattering of single nanoparticles in a high- whispering-gallery microresonator
RS Liu, WL Jin, XC Yu, YC Liu, YF Xiao
Physical Review A 91 (4), 043836, 2015
172015
Dynamical systems model of RNA velocity improves inference of single-cell trajectory, pseudo-time and gene regulation
R Liu, AO Pisco, E Braun, S Linnarsson, J Zou
Journal of Molecular Biology 434 (15), 167606, 2022
152022
Learning transport cost from subset correspondence
R Liu, A Balsubramani, J Zou
International Conference on Learning Representations, 2020
152020
Modeling spatial correlation of transcripts with application to developing pancreas
R Liu, M Mignardi, R Jones, M Enge, SK Kim, SR Quake, J Zou
Scientific reports 9 (1), 5592, 2019
112019
Machine learning prediction of clinical trial operational efficiency
K Wu, E Wu, M DAndrea, N Chitale, M Lim, M Dabrowski, K Kantor, ...
The AAPS Journal 24 (3), 57, 2022
82022
Model compression with generative adversarial networks
R Liu, N Fusi, L Mackey
72018
Adversarial examples generation and defense based on generative adversarial network
F Xia, R Liu
arXiv preprint arXiv 1712, 2016
52016
Data-driven subgroup identification for linear regression
Z Izzo, R Liu, J Zou
International Conference on Machine Learning, 14531-14552, 2023
32023
Systematic analysis of off-label and off-guideline cancer therapy usage in a real-world cohort of 165,912 US patients
R Liu, L Wang, S Rizzo, MR Garmhausen, N Pal, S Waliany, S McGough, ...
Cell Reports Medicine, 2024
2024
Systematic analysis of off-label and off-guideline cancer therapy usage in a real-world cohort of 153,122 US patients
R Liu, L Wang, S Rizzo, MR Garmhausen, N Pal, S Waliany, S McGough, ...
medRxiv, 2023.01. 17.23284689, 2023
2023
Data Sculpting: Interpretable Algorithm for End-to-End Cohort Selection
R Liu, J Zou
2022 56th Asilomar Conference on Signals, Systems, and Computers, 263-270, 2022
2022
Advancing precision oncology with large, real-world genomics and treatment outcomes data
R Liu, J Zou
NATURE MEDICINE 28 (8), 1544-1545, 2022
2022
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