Yiliao Song
6 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Applications
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Social
(1)
Keywords
text classification
(2)
machine-generated text detection
(2)
binary classification
(1)
sentiment analysis
(1)
density estimation
(1)
multimodal learning
(1)
distribution comparison
(1)
hilbert-schmidt independence criterion
(1)
maximum mean discrepancy
(1)
data stream
(1)
data leakage
(1)
model inversion attack
(1)
privacy leakage
(1)
cultural bia
(1)
task execution
(1)
gradient inversion
(1)
statistical test
(1)
distribution discrepancy
(1)
metaphor detection
(1)
cross-cultural analysis
(1)
Papers
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors
ACL 2025
Deep Kernel Relative Test for Machine-generated Text Detection
ICLR 2025
Flow: Modularized Agentic Workflow Automation
ICLR 2025
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy
ICLR 2024
FedInverse: Evaluating Privacy Leakage in Federated Learning
ICLR 2024
Regional Concept Drift Detection and Density Synchronized Drift Adaptation
IJCAI 2017