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Jiang, Pengcheng
4 publications
AAAI
2025
Bi-Level Contrastive Learning for Knowledge-Enhanced Molecule Representations
Pengcheng Jiang
,
Cao Xiao
,
Tianfan Fu
,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Jimeng Sun
,
Jiawei Han
ICLR
2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
Pengcheng Jiang
,
Cao Xiao
,
Minhao Jiang
,
Parminder Bhatia
,
Taha Kass-Hout
,
Jimeng Sun
,
Jiawei Han
ICLR
2024
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
Pengcheng Jiang
,
Cao Xiao
,
Adam Richard Cross
,
Jimeng Sun
NeurIPS
2024
KG-FIT: Knowledge Graph Fine-Tuning upon Open-World Knowledge
Pengcheng Jiang
,
Lang Cao
,
Cao Xiao
,
Parminder Bhatia
,
Jimeng Sun
,
Jiawei Han