drug-drug interaction

Closer to Biological Mechanism: Drug-Drug Interaction Prediction from the Perspective of Pharmacophore AAAI 2026 Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction AAAI 2026 ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language AAAI 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025 Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract) AAAI 2024 Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction NeurIPS 2024 MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024 ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024 Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding AAAI 2023 Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers ACL 2023 Learning to Describe for Predicting Zero-shot Drug-Drug Interactions EMNLP 2023 Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction AAAI 2023 A Unified View of Relational Deep Learning for Drug Pair Scoring IJCAI 2022 Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NeurIPS 2022 MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021 SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations IJCAI 2021 Self-Supervised Adversarial Distribution Regularization for Medication Recommendation IJCAI 2021 BERTChem-DDI : Improved Drug-Drug Interaction Prediction from text using Chemical Structure Information AACL 2020 CASTER: Predicting Drug Interactions with Chemical Substructure Representation AAAI 2020 GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions IJCAI 2020 KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction IJCAI 2020 Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract) AAAI 2020 SUPP.AI: finding evidence for supplement-drug interactions ACL 2020 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019 Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information ACL 2018