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Serina Y Chang
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Mobility network models of COVID-19 explain inequities and inform reopening
S Chang, E Pierson, PW Koh, J Gerardin, B Redbird, D Grusky, ...
Nature 589 (7840), 82-87, 2021
15032021
Computational analysis of 140 years of US political speeches reveals more positive but increasingly polarized framing of immigration
D Card, S Chang, C Becker, J Mendelsohn, R Voigt, L Boustan, ...
Proceedings of the National Academy of Sciences 119 (31), e2120510119, 2022
612022
Supporting covid-19 policy response with large-scale mobility-based modeling
S Chang, ML Wilson, B Lewis, Z Mehrab, KK Dudakiya, E Pierson, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
442021
Crowd-sourced iterative annotation for narrative summarization corpora
J Ouyang, S Chang, K McKeown
Proceedings of the 15th Conference of the European Chapter of the …, 2017
242017
Detecting gang-involved escalation on social media using context
S Chang, R Zhong, E Adams, FT Lee, S Varia, D Patton, W Frey, C Kedzie, ...
arXiv preprint arXiv:1809.03632, 2018
202018
Data-driven real-time strategic placement of mobile vaccine distribution sites
Z Mehrab, ML Wilson, S Chang, G Harrison, B Lewis, A Telionis, J Crow, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12573 …, 2022
122022
Automatically inferring gender associations from language
S Chang, K McKeown
arXiv preprint arXiv:1909.00091, 2019
112019
Epidemic dynamics in inhomogeneous populations and the role of superspreaders
K Kawagoe, M Rychnovsky, S Chang, G Huber, LM Li, J Miller, R Pnini, ...
Physical Review Research 3 (3), 033283, 2021
102021
Estimating geographic spillover effects of COVID-19 policies from large-scale mobility networks
S Chang, D Vrabac, J Leskovec, J Ugander
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14161 …, 2023
62023
To recommend or not? a model-based comparison of item-matching processes
S Chang, J Ugander
Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022
32022
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
S Chang, F Koehler, Z Qu, J Leskovec, J Ugander
arXiv preprint arXiv:2402.18697, 2024
12024
Accurate Measures of Vaccination and Concerns of Vaccine Holdouts from Web Search Logs
S Chang, A Fourney, E Horvitz
arXiv preprint arXiv:2306.07457, 2023
12023
Machine Learning for Health (ML4H) 2023
S Hegselmann, A Parziale, D Shanmugam, S Tang, K Severson, ...
Machine Learning for Health (ML4H), 1-12, 2023
2023
Machine Learning for Health symposium 2023--Findings track
S Hegselmann, A Parziale, D Shanmugam, S Tang, MN Asiedu, S Chang, ...
arXiv preprint arXiv:2312.00655, 2023
2023
Inferring Networks from Marginals Using Iterative Proportional Fitting
S Chang, Z Qu, J Leskovec, J Ugander
The Second Learning on Graphs Conference, 2023
2023
KDD 2023 International Workshop on Data Science for Social Good (DSSG-23)
A Yadav, A Taneja, A Mukhopadhyay, S Chang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
Proceedings of the 3rd Machine Learning for Health Symposium
S Hegselmann, A Parziale, D Shanmugam, S Tang, MN Asiedu, S Chang, ...
PROCEEDINGS OF MACHINE LEARNING RESEARCH 225, 1-676, 2023
2023
KDD 2023 International Workshop on Data Science for Social Good (DSSG-23)
S Chang, A Mukhopadhyay, A Said, A Taneja, A Yadav
2023
Accurate Measures of Vaccination and Concerns of Vaccine Holdouts from Web Search Logs (preprint)
S Chang, A Fourney, E Horvitz
2023
Estimating Geographic Spillover Effects of COVID-19 Policies From Large-Scale Mobility Networks (preprint)
S Chang, D Vrabac, J Leskovec, J Ugander
2022
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Articles 1–20