Xian Yang
13 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34)
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Keyword Collector
(71)
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Trend Setter
💎
Century Club · Bronze
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Prolific Year · Productive
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Conference Pioneer
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(9)
Artificial Intelligence
(7)
Learning Types · Deep Learning
(7)
Application Areas
(5)
Learning Types · Machine Learning
(5)
Architectures
(4)
Core AI
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Learning Paradigms
(3)
Natural Language Processing
(2)
Applications
(2)
Core Methods
(2)
Optimization & Theory
(2)
Keywords
self-supervised learning
(2)
graph neural network
(2)
representation learning
(2)
multimodal learning
(2)
disease diagnosis
(2)
medical imaging
(1)
cross-modal learning
(1)
contrastive learning
(1)
named entity recognition
(1)
domain generalization
(1)
data augmentation
(1)
prompt learning
(1)
graph representation
(1)
out-of-distribution generalization
(1)
time series
(1)
medical text
(1)
mutual information
(1)
multi-class classification
(1)
temporal alignment
(1)
knowledge distillation
(1)
Papers
Adaptive Evolutionary Fusion for Multi-View Clustering
AAAI 2026
Attribute-guided Dynamic Prompt Learning for Graph Neural Networks
AAAI 2026
Bridging Domain Invariance and Diversity: A Fine-Grained Risk Bound for Domain Generalization
JMLR 2026
CauVQ: Causal Vector Quantization for Graph OOD Generalization
AAAI 2026
Exemplar-Free Class Incremental Learning via Preserving Class-Discriminative Structure
CVPR 2026
Medical Vision–Language Pretraining with LLM-Guided Temporal Supervision
AAAI 2026
Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records
MICCAI 2025
Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models
ACL 2025
MSCGrapher: Learning Multi-Scale Dynamic Correlations for Multivariate Time Series Forecasting
UAI 2025
ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series
ACL 2025
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis
MICCAI 2024
Improving Deep Embedded Clustering via Learning Cluster-level Representations
COLING 2022
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case
EMNLP 2021