Xiaoyan Yu
12 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Renaissance Researcher (7)
π
Century Club Β· Bronze
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Research topics
Artificial Intelligence
(8)
Machine Learning
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Core AI
(7)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Natural Language Processing
(3)
Architectures
(3)
Computer Vision
(2)
Application Areas
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Applications
(2)
Core Methods
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Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Keywords
multimodal learning
(3)
large language model
(3)
incremental learning
(2)
reinforcement learning
(2)
knowledge editing
(2)
few-shot learning
(1)
self-supervised learning
(1)
vision transformer
(1)
sequential decision making
(1)
uncertainty quantification
(1)
metric learning
(1)
medical imaging
(1)
game artificial intelligence
(1)
data augmentation
(1)
question answering
(1)
temporal reasoning
(1)
graph clustering
(1)
sarcasm detection
(1)
image segmentation
(1)
contrastive learning
(1)
Papers
Disentangled Hypergraph-Guided Mamba Scanning for Fine-Grained Visual Recognition
AAAI 2026
Editing the Moving World: Model Editing for Video LLMs
ACL 2026
Learning to Explore: Policy-Guided Outlier Synthesis for Graph Out-of-Distribution Detection
AAAI 2026
Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection
AAAI 2026
Multi-View Incongruity Learning for Multimodal Sarcasm Detection
COLING 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap
IJCAI 2025
Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space
AAAI 2025
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification
NeurIPS 2024
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
EMNLP 2024
UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models
EMNLP 2024
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models
EMNLP 2023
How Shift Equivariance Impacts Metric Learning for Instance Segmentation
ICCV 2021