Hejie Cui
9 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Deep Learning
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Healthcare & Medicine
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large language model
(3)
multimodal learning
(2)
graph neural network
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domain adaptation
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knowledge representation
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attention mechanism
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representation learning
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relation extraction
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few-shot learning
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information extraction
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preference alignment
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clinical prediction
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visual reasoning
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pseudo labeling
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graph structure
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weakly supervised learning
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synthetic data generation
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label noise
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region detection
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semi-supervised learning
(1)
Papers
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models
ICML 2025
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
NeurIPS 2024
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models
ACL 2024
Microstructures and Accuracy of Graph Recall by Large Language Models
NeurIPS 2024
Neighborhood-Regularized Self-Training for Learning with Few Labels
AAAI 2023
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting
NeurIPS 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction
ACL 2023
Brain Network Transformer
NeurIPS 2022
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation
MIDL 2022