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Serina Chang

9 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ACL ×4AAAI ×1CHI ×1ICML ×1ICWSM ×1SIGKDD ×1

Frequent coauthors

Jure Leskovec
×3
Joseph Suh
×2
Suhong Moon
×2
Stefan Krsteski
×1
Giuseppe Russo
×1
Robert West
×1
Kristina Gligoric
×1
Ashton Anderson
×1
Jake M. Hofman
×1
Angel Hsing-Chi Hwang
×1
Michael S. Bernstein
×1
S. Shyam Sundar
×1

Papers

  1. Graph-Based Alternatives to LLMs for Human Simulation
    ACL 2026 ·
    Joseph Suh
    ,
    Suhong Moon
    , Serina Chang
  2. Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification
    ACL 2026 ·
    Stefan Krsteski
    ,
    Giuseppe Russo
    , Serina Chang,
    Robert West
    ,
    Kristina Gligoric
  3. ChatBench: From Static Benchmarks to Human-AI Evaluation
    ACL 2025 · Serina Chang,
    Ashton Anderson
    ,
    Jake M. Hofman
  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
    ,
    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
  5. LLMs Generate Structurally Realistic Social Networks but Overestimate Political Homophily
    ICWSM 2025 · Serina Chang,
    Alicja Chaszczewicz
    ,
    Emma Wang
    ,
    Maya Josifovska
    ,
    Emma Pierson
    ,
    Jure Leskovec
  6. Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
    ACL 2025 ·
    Joseph Suh
    ,
    Erfan Jahanparast
    ,
    Suhong Moon
    ,
    Minwoo Kang
    , Serina Chang
  7. Learning Production Functions for Supply Chains with Graph Neural Networks
    AAAI 2025 · Serina Chang,
    Zhiyin Lin
    ,
    Benjamin Yan
    ,
    Swapnil Bembde
    ,
    Qi Xiu
    ,
    Chi Heem Wong
    ,
    Yu Qin
    ,
    Frank Kloster
    ,
    Xi Luo
    ,
    Raj Palleti
    ,
    Jure Leskovec
  8. Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
    ICML 2024 · Serina Chang,
    Frederic Koehler
    ,
    Zhaonan Qu
    ,
    Jure Leskovec
    ,
    Johan Ugander
  9. epiDAMIK 2024: The 7th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery
    SIGKDD 2024 ·
    Alexander Rodríguez
    ,
    Bijaya Adhikari
    ,
    Ajitesh Srivastava
    ,
    Sen Pei
    ,
    Marie-Laure Charpignon
    ,
    Kai Wang
    , Serina Chang,
    Anil Vullikanti
    ,
    B. Aditya Prakash