Jiahuan Yan
8 papers · 2023–2025 · 5 venues · across top CS/AI venues
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Healthcare & Medicine
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graph neural network
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hierarchical classification
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self-supervised learning
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deep learning
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disease detection
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instruction tuning
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hierarchical representation
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vector quantization
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markov chain
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label hierarchy
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protein sequence
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protein design
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knowledge distillation
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generative model
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diffusion model
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few-shot learning
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Papers
Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
ICLR 2025
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
NeurIPS 2024
Making Pre-trained Language Models Great on Tabular Prediction
ICLR 2024
Personalized Heart Disease Detection via ECG Digital Twin Generation
IJCAI 2024
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison
EMNLP 2023
Sample-efficient Multi-objective Molecular Optimization with GFlowNets
NeurIPS 2023
T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction
AAAI 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
EMNLP 2023