Serina Chang

Most-cited papers

1. LLMs generate structurally realistic social networks but overestimate political homophily

   Serina Chang, Alicja Chaszczewicz, Emma Wang, Maya Josifovska +2 more

   2024International Conference on Web and Social Media50 citations

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2. Mobility network modeling explains higher SARS-CoV-2 infection rates among disadvantaged groups and informs reopening strategies

   Serina Chang, E. Pierson, Pang Wei Koh, J. Gerardin +3 more

   2020medRxiv26 citations Open access

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3. Learning production functions for supply chains with graph neural networks

   Serina Chang, Zhiyi Lin, B. Yan, Swapnil Bembde +7 more

   2024AAAI Conference on Artificial Intelligence7 citations

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4. Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting

   Serina Chang, Frederic Koehler, Zhaonan Qu, J. Leskovec +1 more

   2024International Conference on Machine Learning4 citations

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5. Learning Demographic-Conditioned Mobility Trajectories with Aggregate Supervision

   Jessie Z. Li, Zhiqing Hong, Toru Shirakawa, Serina Chang

   2026arXiv.org0 citations

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