Serina Chang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
8
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification. | Stefan Krsteski, Giuseppe Russo, Serina Chang, Robert West, Kristina Gligoric |
| 2026 | ACL | Graph-Based Alternatives to LLMs for Human Simulation. | Joseph Suh, Suhong Moon, Serina Chang |
| 2025 | AAAI | Learning Production Functions for Supply Chains with Graph Neural Networks. | Serina Chang, Zhiyin Lin, Benjamin Yan, Swapnil Bembde, Qi Xiu, Chi Heem Wong, Yu Qin, Frank Kloster, Xi Luo, Raj Palleti, Jure Leskovec |
| 2025 | ACL | ChatBench: From Static Benchmarks to Human-AI Evaluation. | Serina Chang, Ashton Anderson, Jake M. Hofman |
| 2025 | ACL | Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions. | Joseph Suh, Erfan Jahanparast, Suhong Moon, Minwoo Kang, Serina Chang |
| 2025 | CHI | Human Subjects Research in the Age of Generative AI: Opportunities and Challenges of Applying LLM-Simulated Data to HCI Studies. | Angel Hsing-Chi Hwang, Michael S. Bernstein, S. Shyam Sundar, Renwen Zhang, Manoel Horta Ribeiro, Yingdan Lu, Serina Chang, Tongshuang Wu, Aimei Yang, Dmitri Williams, Joon Sung Park, Katherine Ognyanova, Ziang Xiao, Aaron Shaw, David A. Shamma |
| 2025 | ICWSM | LLMs Generate Structurally Realistic Social Networks but Overestimate Political Homophily. | Serina Chang, Alicja Chaszczewicz, Emma Wang, Maya Josifovska, Emma Pierson, Jure Leskovec |
| 2024 | ICML | Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting. | Serina Chang, Frederic Koehler, Zhaonan Qu, Jure Leskovec, Johan Ugander |
| 2024 | KDD | epiDAMIK 2024: The 7th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery. | Alexander Rodrguez, Bijaya Adhikari, Ajitesh Srivastava, Sen Pei, Marie-Laure Charpignon, Kai Wang, Serina Chang, Anil Vullikanti, B. Aditya Prakash |
| 2023 | AAAI | Estimating Geographic Spillover Effects of COVID-19 Policies from Large-Scale Mobility Networks. | Serina Chang, Damir Vrabac, Jure Leskovec, Johan Ugander |
| 2023 | KDD | KDD 2023 International Workshop on Data Science for Social Good (DSSG-23). | Amulya Yadav, Aparna Taneja, Ayan Mukhopadhyay, Serina Chang |
| 2022 | AAAI | Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites. | Zakaria Mehrab, Mandy L. Wilson, Serina Chang, Galen Harrison, Bryan L. Lewis, Alex Telionis, Justin Crow, Dennis Kim, Scott Spillmann, Kate Peters, Jure Leskovec, Madhav V. Marathe |
| 2022 | ICWSM | To Recommend or Not? A Model-Based Comparison of Item-Matching Processes. | Serina Chang, Johan Ugander |
| 2021 | KDD | Supporting COVID-19 Policy Response with Large-scale Mobility-based Modeling. | Serina Chang, Mandy L. Wilson, Bryan L. Lewis, Zakaria Mehrab, Komal K. Dudakiya, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, Madhav V. Marathe, Jure Leskovec |
| 2019 | EMNLP | Automatically Inferring Gender Associations from Language. | Serina Chang, Kathy McKeown |
| 2018 | EMNLP | Detecting Gang-Involved Escalation on Social Media Using Context. | Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown |
| 2017 | EACL | Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora. | Jessica Ouyang, Serina Chang, Kathy McKeown |