Anjin Liu
6 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π§
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
drift detection
(3)
concept drift
(3)
data stream
(2)
pseudo labeling
(1)
multi-source domain adaptation
(1)
generalization bound
(1)
streaming data
(1)
open-set learning
(1)
source-free adaptation
(1)
retrieval-augmented generation
(1)
hallucination detection
(1)
pseudo-label generation
(1)
model performance
(1)
concept drift detection
(1)
prediction uncertainty
(1)
unknown class detection
(1)
adaptive threshold
(1)
threshold optimization
(1)
large language model
(1)
drift detector
(1)
Papers
Autonomous Concept Drift Threshold Determination
AAAI 2026
TPA: Next Token Probability Attribution for Detecting Hallucinations in RAG
ACL 2026
Early Concept Drift Detection via Prediction Uncertainty
AAAI 2025
Confident Anchor-Induced Multi-Source Free Domain Adaptation
NeurIPS 2021
Learning Bounds for Open-Set Learning
ICML 2021
Regional Concept Drift Detection and Density Synchronized Drift Adaptation
IJCAI 2017