Jiahuan Yan
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(31)
π
Trend Setter
Conferences
EMNLP (2)
ICLR (2)
NIPS (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
graph neural network
(2)
benchmark evaluation
(1)
generative model
(1)
hierarchical classification
(1)
deep learning
(1)
instruction tuning
(1)
hierarchical representation
(1)
vector quantization
(1)
markov chain
(1)
label hierarchy
(1)
protein sequence
(1)
protein design
(1)
disease detection
(1)
feature interaction
(1)
few-shot learning
(1)
diffusion model
(1)
personalized medicine
(1)
markov bridge
(1)
imbalanced classification
(1)
molecular optimization
(1)
Papers
Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
ICLR 2025
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
NIPS 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
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
Sample-efficient Multi-objective Molecular Optimization with GFlowNets
NIPS 2023