Zhankun Xiong
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(16)
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Research topics
Keywords
drug-drug interaction
(3)
association prediction
(2)
contrastive learning
(2)
graph neural network
(2)
representation learning
(2)
multimodal learning
(1)
multi-label classification
(1)
semantic representation
(1)
semantic alignment
(1)
class imbalance
(1)
message passing
(1)
diffusion model
(1)
language model
(1)
biomedical text
(1)
heterogeneous graph
(1)
event prediction
(1)
hypergraph neural network
(1)
multi-relational graph
(1)
node representation learning
(1)
knowledge augmentation
(1)
Papers
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation
ACL 2025
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation
AAAI 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction
IJCAI 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment
IJCAI 2024
Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction
AAAI 2023
Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction
IJCAI 2023