Xuan Kan
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Core Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
graph neural network
(2)
large language model
(2)
representation learning
(1)
reinforcement learning
(1)
semi-supervised learning
(1)
multi-task learning
(1)
few-shot learning
(1)
domain adaptation
(1)
attention mechanism
(1)
relation extraction
(1)
multimodal learning
(1)
visual reasoning
(1)
pseudo labeling
(1)
out-of-distribution generalization
(1)
clinical prediction
(1)
synthetic data generation
(1)
label noise
(1)
region detection
(1)
functional brain networks
(1)
region of interest
(1)
Papers
Multi-Task Reinforcement Learning for Enhanced Multimodal LLM-as-a-Judge
ACL 2026
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models
ACL 2024
Neighborhood-Regularized Self-Training for Learning with Few Labels
AAAI 2023
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting
NeurIPS 2023
Brain Network Transformer
NeurIPS 2022
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation
MIDL 2022