Jingyan Shen
5 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
reward modeling
(2)
data poisoning
(1)
anomaly detection
(1)
principal component analysis
(1)
data valuation
(1)
reinforcement learning from human feedback
(1)
outlier detection
(1)
model alignment
(1)
time series
(1)
backdoor attack
(1)
influence function
(1)
pluralistic alignment
(1)
data attribution
(1)
human preference
(1)
conformal risk control
(1)
interpretable ai
(1)
backdoor attack detection
(1)
large language model
(1)
mixture of preference
(1)
personalized preference learning
(1)
Papers
Conformal Tail Risk Control for Large Language Model Alignment
ICML 2025
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning
EMNLP 2025
Rethinking Diverse Human Preference Learning through Principal Component Analysis
ACL 2025
TimeInf: Time Series Data Contribution via Influence Functions
ICLR 2025
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework
NeurIPS 2024