Serina Chang

Venues

Frequent coauthors

Papers

1. Graph-Based Alternatives to LLMs for Human Simulation
   ACL 2026 ·

   Joseph Suh

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2. Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification
   ACL 2026 ·

   Stefan Krsteski

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3. ChatBench: From Static Benchmarks to Human-AI Evaluation
   ACL 2025 · Serina Chang
4. Human Subjects Research in the Age of Generative AI: Opportunities and Challenges of Applying LLM-Simulated Data to HCI Studies
   CHI 2025 ·

   Angel Hsing-Chi Hwang

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5. LLMs Generate Structurally Realistic Social Networks but Overestimate Political Homophily
   ICWSM 2025 · Serina Chang
6. Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
   ACL 2025 ·

   Joseph Suh

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7. Learning Production Functions for Supply Chains with Graph Neural Networks
   AAAI 2025 · Serina Chang
8. Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
   ICML 2024 · Serina Chang
9. epiDAMIK 2024: The 7th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery
   SIGKDD 2024 ·

   Alexander Rodríguez

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