Serina Chang
11 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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(70)
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Century Club Β· Bronze
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(5)
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Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(5)
Natural Language Processing
(5)
Learning Types Β· Machine Learning
(5)
Resources & Methods
(4)
Mathematics & Optimization
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Optimization
(3)
Application Areas
(2)
Architectures
(2)
Generation
(2)
Data Science & Analytics
(1)
Keywords
large language model
(3)
graph neural network
(2)
benchmark evaluation
(1)
temporal modeling
(1)
text classification
(1)
attention mechanism
(1)
prompt engineering
(1)
survey response
(1)
semantic analysis
(1)
parallel corpus
(1)
text summarization
(1)
context modeling
(1)
convolutional neural network
(1)
model fine-tuning
(1)
temporal graph
(1)
lexical semantics
(1)
conversational interaction
(1)
attention weight
(1)
language model fine-tuning
(1)
policy evaluation
(1)
Papers
Graph-Based Alternatives to LLMs for Human Simulation
ACL 2026
Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification
ACL 2026
ChatBench: From Static Benchmarks to Human-AI Evaluation
ACL 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
ACL 2025
Learning Production Functions for Supply Chains with Graph Neural Networks
AAAI 2025
Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting
ICML 2024
Estimating Geographic Spillover Effects of COVID-19 Policies from Large-Scale Mobility Networks
AAAI 2023
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites
AAAI 2022
Automatically Inferring Gender Associations from Language
EMNLP 2019
Detecting Gang-Involved Escalation on Social Media Using Context
EMNLP 2018
Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora
EACL 2017