DPASyn: Mechanism-Aware Drug Synergy Prediction via Dual Attention and Precision-Aware Quantization
Fuente:
arXiv
Saved in:
| Main Authors: | Nie, Yuxuan, Song, Yutong, Yang, Jinjie, Song, Yupeng, Zhou, Yujue, Peng, Hong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VQSynery: Robust Drug Synergy Prediction With Vector Quantization Mechanism
by: Wu, Jiawei, et al.
Published: (2024)
by: Wu, Jiawei, et al.
Published: (2024)
SynCell: Contextualized Drug Synergy Prediction
by: Peng, Keqin, et al.
Published: (2025)
by: Peng, Keqin, et al.
Published: (2025)
A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction
by: Song, Yuehua, et al.
Published: (2025)
by: Song, Yuehua, et al.
Published: (2025)
Protenix-Mini: Efficient Structure Predictor via Compact Architecture, Few-Step Diffusion and Switchable pLM
by: Gong, Chengyue, et al.
Published: (2025)
by: Gong, Chengyue, et al.
Published: (2025)
DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm
by: Schwarz, Kyriakos, et al.
Published: (2022)
by: Schwarz, Kyriakos, et al.
Published: (2022)
Dual-Pathway Fusion of EHRs and Knowledge Graphs for Predicting Unseen Drug-Drug Interactions
by: Lee, Franklin, et al.
Published: (2025)
by: Lee, Franklin, et al.
Published: (2025)
Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning
by: Guo, Peijin, et al.
Published: (2025)
by: Guo, Peijin, et al.
Published: (2025)
MM-DADM: Multimodal Drug-Aware Diffusion Model for Virtual Clinical Trials
by: Shao, Qian, et al.
Published: (2025)
by: Shao, Qian, et al.
Published: (2025)
scDrugMap: Benchmarking Large Foundation Models for Drug Response Prediction
by: Wang, Qing, et al.
Published: (2025)
by: Wang, Qing, et al.
Published: (2025)
Improving Prediction of Need for Mechanical Ventilation using Cross-Attention
by: Mohanty, Anwesh, et al.
Published: (2024)
by: Mohanty, Anwesh, et al.
Published: (2024)
MGKAN: Predicting Asymmetric Drug-Drug Interactions via a Multimodal Graph Kolmogorov-Arnold Network
by: Fan, Kunyi, et al.
Published: (2026)
by: Fan, Kunyi, et al.
Published: (2026)
From Detection to Mechanism: Cross-Attention Graph Neural Networks Enable Drug-Drug Interaction Type Prediction An Ablation Study with Acetylsalicylic Acid Validation
by: Dietrich, Juergen
Published: (2026)
by: Dietrich, Juergen
Published: (2026)
Dual Triangle Attention: Effective Bidirectional Attention Without Positional Embeddings
by: Hallee, Logan, et al.
Published: (2026)
by: Hallee, Logan, et al.
Published: (2026)
Deep Learning for Blood-Brain Barrier Permeability Prediction: From Discriminative Models to Mechanism-Aware Design
by: Yang, Zihan, et al.
Published: (2025)
by: Yang, Zihan, et al.
Published: (2025)
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction
by: Liu, Bin, et al.
Published: (2024)
by: Liu, Bin, et al.
Published: (2024)
Molecular Odor Prediction Based on Multi-Feature Graph Attention Networks
by: Xie, HongXin, et al.
Published: (2025)
by: Xie, HongXin, et al.
Published: (2025)
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
by: Gu, Siyi, et al.
Published: (2024)
by: Gu, Siyi, et al.
Published: (2024)
RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation
by: Wang, Yiming, et al.
Published: (2023)
by: Wang, Yiming, et al.
Published: (2023)
Multimodal Survival Modeling and Fairness-Aware Clinical Machine Learning for 5-Year Breast Cancer Risk Prediction
by: Khatibi, Toktam
Published: (2026)
by: Khatibi, Toktam
Published: (2026)
Predicting Side Effect of Drug Molecules using Recurrent Neural Networks
by: Beaudoin, Collin, et al.
Published: (2023)
by: Beaudoin, Collin, et al.
Published: (2023)
SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction
by: Xu, Bohao, et al.
Published: (2024)
by: Xu, Bohao, et al.
Published: (2024)
BeeTLe: An Imbalance-Aware Deep Sequence Model for Linear B-Cell Epitope Prediction and Classification with Logit-Adjusted Losses
by: Yuan, Xiao
Published: (2023)
by: Yuan, Xiao
Published: (2023)
PA-MIL: Phenotype-Aware Multiple Instance Learning Guided by Language Prompting and Genotype-to-Phenotype Relationships
by: Yang, Zekang, et al.
Published: (2026)
by: Yang, Zekang, et al.
Published: (2026)
FARM: Enhancing Molecular Representations with Functional Group Awareness
by: Nguyen, Thao, et al.
Published: (2024)
by: Nguyen, Thao, et al.
Published: (2024)
Learning Patient-Specific Spatial Biomarker Dynamics via Operator Learning for Alzheimer's Disease Progression
by: Wang, Jindong, et al.
Published: (2025)
by: Wang, Jindong, et al.
Published: (2025)
Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review
by: Vefghi, Ali, et al.
Published: (2025)
by: Vefghi, Ali, et al.
Published: (2025)
scPPDM: A Diffusion Model for Single-Cell Drug-Response Prediction
by: Liang, Zhaokang, et al.
Published: (2025)
by: Liang, Zhaokang, et al.
Published: (2025)
Equivariant Graph Attention Networks with Structural Motifs for Predicting Cell Line-Specific Synergistic Drug Combinations
by: Schwehr, Zachary
Published: (2024)
by: Schwehr, Zachary
Published: (2024)
Dual-Modality Representation Learning for Molecular Property Prediction
by: Zhao, Anyin, et al.
Published: (2025)
by: Zhao, Anyin, et al.
Published: (2025)
Evaluating Molecule Synthesizability via Retrosynthetic Planning and Reaction Prediction
by: Liu, Songtao, et al.
Published: (2024)
by: Liu, Songtao, et al.
Published: (2024)
Donor-Aware scRNA-seq Benchmarks for IBD Classification
by: Muhire, Jonathan
Published: (2026)
by: Muhire, Jonathan
Published: (2026)
Attention-Based Multimodal Survival Prediction with Cross-Modal Bilinear Fusion
by: Keshvarikhojasteh, Hassan, et al.
Published: (2026)
by: Keshvarikhojasteh, Hassan, et al.
Published: (2026)
DeepCRE: Transforming Drug R&D via AI-Driven Cross-drug Response Evaluation
by: Wu, Yushuai, et al.
Published: (2024)
by: Wu, Yushuai, et al.
Published: (2024)
Topology-Aware Multiscale Mixture of Experts for Efficient Molecular Property Prediction
by: Nguyen, Long D., et al.
Published: (2026)
by: Nguyen, Long D., et al.
Published: (2026)
Predicting Drug Solubility Using Different Machine Learning Methods -- Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network
by: Ho, John, et al.
Published: (2023)
by: Ho, John, et al.
Published: (2023)
LLMs for Drug-Drug Interaction Prediction: A Comprehensive Comparison
by: De Vito, Gabriele, et al.
Published: (2025)
by: De Vito, Gabriele, et al.
Published: (2025)
PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps
by: Bal, Rakesh, et al.
Published: (2023)
by: Bal, Rakesh, et al.
Published: (2023)
A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling
by: He, Tiantian, et al.
Published: (2025)
by: He, Tiantian, et al.
Published: (2025)
SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification
by: Wang, Yingxu, et al.
Published: (2024)
by: Wang, Yingxu, et al.
Published: (2024)
CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation
by: Li, Yanting, et al.
Published: (2026)
by: Li, Yanting, et al.
Published: (2026)
Similar Items
-
VQSynery: Robust Drug Synergy Prediction With Vector Quantization Mechanism
by: Wu, Jiawei, et al.
Published: (2024) -
SynCell: Contextualized Drug Synergy Prediction
by: Peng, Keqin, et al.
Published: (2025) -
A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction
by: Song, Yuehua, et al.
Published: (2025) -
Protenix-Mini: Efficient Structure Predictor via Compact Architecture, Few-Step Diffusion and Switchable pLM
by: Gong, Chengyue, et al.
Published: (2025) -
DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm
by: Schwarz, Kyriakos, et al.
Published: (2022)