Yan Fan
6 papers · 2017–2025 · 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 (19) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
catastrophic forgetting
(3)
continual learning
(3)
semi-supervised learning
(2)
knowledge distillation
(2)
weakly supervised learning
(1)
relation extraction
(1)
preference optimization
(1)
text summarization
(1)
incremental learning
(1)
class-incremental learning
(1)
feature disentanglement
(1)
feature space
(1)
domain knowledge
(1)
structural feature
(1)
hallucination mitigation
(1)
knowledge acquisition
(1)
persistence homology
(1)
graph mining
(1)
word embedding
(1)
relation classification
(1)
Papers
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds
CVPR 2025
Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning
AAAI 2024
Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
EMNLP 2024
Persistence Homology Distillation for Semi-supervised Continual Learning
NeurIPS 2024
Exploratory Neural Relation Classification for Domain Knowledge Acquisition
COLING 2018
Learning Fine-grained Relations from Chinese User Generated Categories
EMNLP 2017