Xian Yang
11 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (12) π Academic Marathon (5)
π
Interdisciplinary Bridge
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Century Club
(11)
π
Conference Pioneer
ποΈ
Keyword Collector
(56)
Conferences
AAAI (4)
ACL (2)
MICCAI (2)
COLING (1)
EMNLP (1)
UAI (1)
Top co-authors
Keywords
multimodal learning
(2)
graph neural network
(2)
disease diagnosis
(2)
self-supervised learning
(2)
knowledge distillation
(1)
data augmentation
(1)
contrastive learning
(1)
cross-modal learning
(1)
medical imaging
(1)
prompt learning
(1)
out-of-distribution generalization
(1)
medical text
(1)
time series
(1)
mutual information
(1)
semantic embedding
(1)
temporal alignment
(1)
multi-class classification
(1)
medical time series
(1)
vision-language model
(1)
named entity recognition
(1)
Papers
Attribute-guided Dynamic Prompt Learning for Graph Neural Networks
AAAI 2026
Adaptive Evolutionary Fusion for Multi-View Clustering
AAAI 2026
CauVQ: Causal Vector Quantization for Graph OOD Generalization
AAAI 2026
Medical VisionβLanguage Pretraining with LLM-Guided Temporal Supervision
AAAI 2026
Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records
MICCAI 2025
ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series
ACL 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
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