Yu Fan
7 papers · 2010–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
continuous-time bayesian network
(2)
large language model
(2)
bayesian inference
(1)
text classification
(1)
particle filtering
(1)
structure learning
(1)
probabilistic inference
(1)
chain-of-thought reasoning
(1)
trajectory prediction
(1)
network security
(1)
importance sampling
(1)
parameter learning
(1)
adaptive learning rate
(1)
spatio-temporal analysis
(1)
spurious correlation
(1)
sparse attention
(1)
spatiotemporal dynamics
(1)
document embedding
(1)
human annotation
(1)
travel time estimation
(1)
Papers
Can Reasoning Help Large Language Models Capture Human Annotator Disagreement?
EACL 2026
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification
EMNLP 2025
MalDetectFormer: Leveraging Sparse SpatioTemporal Information for Effective Malicious Traffic Detection
AAAI 2025
The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure
EMNLP 2025
MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation
IJCAI 2022
Continuous Time Bayesian Network Reasoning and Learning Engine
JMLR 2010
Importance Sampling for Continuous Time Bayesian Networks
JMLR 2010