PathMoG: A Pathway-Centric Modular Graph Neural Network for Multi-Omics Survival Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Di, Tang, Chupei, Kong, Junxiao, Zhai, Jixiu, Tang, Moyu, Lu, Tianchi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HBGSA: Hydrogen Bond Graph with Self-Attention for Drug-Target Binding Affinity Prediction
by: Kong, Junxiao, et al.
Published: (2026)
by: Kong, Junxiao, et al.
Published: (2026)
An Integrated Deep-Learning Framework for Peptide-Protein Interaction Prediction and Target-Conditioned Peptide Generation with ConGA-PepPI and TC-PepGen
by: Tang, Chupei, et al.
Published: (2026)
by: Tang, Chupei, et al.
Published: (2026)
Graph-Augmented Topological Internalization with Dual-Stream Classifiers for Medical Report Generation
by: Tang, Moyu, et al.
Published: (2026)
by: Tang, Moyu, et al.
Published: (2026)
MEDNA-DFM: A Dual-View FiLM-MoE Model for Explainable DNA Methylation Prediction
by: He, Yi, et al.
Published: (2026)
by: He, Yi, et al.
Published: (2026)
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions
by: XU, Shengrui, et al.
Published: (2025)
by: XU, Shengrui, et al.
Published: (2025)
A general language model for peptide function identification
by: Zhai, Jixiu, et al.
Published: (2025)
by: Zhai, Jixiu, et al.
Published: (2025)
A Global-Local Graph Attention Network for Traffic Forecasting
by: Zhang, Tianchi
Published: (2026)
by: Zhang, Tianchi
Published: (2026)
Graph Neural Networks in Multi-Omics Cancer Research: A Structured Survey
by: Zohari, Payam, et al.
Published: (2025)
by: Zohari, Payam, et al.
Published: (2025)
Minimum Topology Attacks for Graph Neural Networks
by: Zhang, Mengmei, et al.
Published: (2024)
by: Zhang, Mengmei, et al.
Published: (2024)
Unable to Forget: Proactive Interference Reveals Working Memory Limits in LLMs Beyond Context Length
by: Wang, Chupei, et al.
Published: (2025)
by: Wang, Chupei, et al.
Published: (2025)
Quasi-Random Physics-informed Neural Networks
by: Yu, Tianchi, et al.
Published: (2025)
by: Yu, Tianchi, et al.
Published: (2025)
RC-GRPO: Reward-Conditioned Group Relative Policy Optimization for Multi-Turn Tool Calling Agents
by: Zhong, Haitian, et al.
Published: (2026)
by: Zhong, Haitian, et al.
Published: (2026)
A Concept-Centric Approach to Multi-Modality Learning
by: Geng, Yuchong, et al.
Published: (2024)
by: Geng, Yuchong, et al.
Published: (2024)
IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis
by: Tang, Guo, et al.
Published: (2025)
by: Tang, Guo, et al.
Published: (2025)
Selective Test-Time Compute Scaling for Click-Through Rate Prediction via Uncertainty-Triggered Feature Path Exploration
by: Zhang, Moyu, et al.
Published: (2026)
by: Zhang, Moyu, et al.
Published: (2026)
Conformalized Link Prediction on Graph Neural Networks
by: Zhao, Tianyi, et al.
Published: (2024)
by: Zhao, Tianyi, et al.
Published: (2024)
Network Tomography with Path-Centric Graph Neural Network
by: Hu, Yuntong, et al.
Published: (2025)
by: Hu, Yuntong, et al.
Published: (2025)
On the Convergence and Size Transferability of Continuous-depth Graph Neural Networks
by: Yan, Mingsong, et al.
Published: (2025)
by: Yan, Mingsong, et al.
Published: (2025)
Artificial Intelligence for Central Dogma-Centric Multi-Omics: Challenges and Breakthroughs
by: Xin, Lei, et al.
Published: (2024)
by: Xin, Lei, et al.
Published: (2024)
GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning
by: Zhang, Heming, et al.
Published: (2024)
by: Zhang, Heming, et al.
Published: (2024)
MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction
by: Wu, Mei, et al.
Published: (2025)
by: Wu, Mei, et al.
Published: (2025)
Faithful Interpretation for Graph Neural Networks
by: Hu, Lijie, et al.
Published: (2024)
by: Hu, Lijie, et al.
Published: (2024)
Predicting the Lifespan of Industrial Printheads with Survival Analysis
by: Parii, Dan, et al.
Published: (2025)
by: Parii, Dan, et al.
Published: (2025)
MS-Net: A Multi-Path Sparse Model for Motion Prediction in Multi-Scenes
by: Tang, Xiaqiang, et al.
Published: (2024)
by: Tang, Xiaqiang, et al.
Published: (2024)
Phenome-Wide Multi-Omics Integration Uncovers Distinct Archetypes of Human Aging
by: Li, Huifa, et al.
Published: (2025)
by: Li, Huifa, et al.
Published: (2025)
UniRel: Relation-Centric Knowledge Graph Question Answering with RL-Tuned LLM Reasoning
by: Tang, Yinxu, et al.
Published: (2025)
by: Tang, Yinxu, et al.
Published: (2025)
Unveiling Mode Connectivity in Graph Neural Networks
by: Li, Bingheng, et al.
Published: (2025)
by: Li, Bingheng, et al.
Published: (2025)
Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction
by: Sattar, Asma, et al.
Published: (2024)
by: Sattar, Asma, et al.
Published: (2024)
Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks
by: Han, Bing, et al.
Published: (2023)
by: Han, Bing, et al.
Published: (2023)
Spectral Informed Neural Network: An Efficient and Low-Memory PINN
by: Yu, Tianchi, et al.
Published: (2024)
by: Yu, Tianchi, et al.
Published: (2024)
Bidirectional Obstacle Avoidance Enhancement‐Deep Deterministic Policy Gradient: A Novel Algorithm for Mobile‐Robot Path Planning in Unknown Dynamic Environments
by: Junxiao Xue, et al.
Published: (2024)
by: Junxiao Xue, et al.
Published: (2024)
When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression
by: Dai, Xinnan, et al.
Published: (2026)
by: Dai, Xinnan, et al.
Published: (2026)
SentinelAgent: Graph-based Anomaly Detection in Multi-Agent Systems
by: He, Xu, et al.
Published: (2025)
by: He, Xu, et al.
Published: (2025)
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation
by: Yu, Han, et al.
Published: (2025)
by: Yu, Han, et al.
Published: (2025)
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference
by: Zhai, Xuehao, et al.
Published: (2024)
by: Zhai, Xuehao, et al.
Published: (2024)
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning
by: Dong, Hao, et al.
Published: (2023)
by: Dong, Hao, et al.
Published: (2023)
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration
by: Zhao, Xianbing, et al.
Published: (2025)
by: Zhao, Xianbing, et al.
Published: (2025)
Graph Neural Networks vs Convolutional Neural Networks for Graph Domination Number Prediction
by: Davila, Randy, et al.
Published: (2025)
by: Davila, Randy, et al.
Published: (2025)
Large-Scale Multi-Robot Coverage Path Planning via Local Search
by: Tang, Jingtao, et al.
Published: (2023)
by: Tang, Jingtao, et al.
Published: (2023)
S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering
by: Fu, Rong, et al.
Published: (2026)
by: Fu, Rong, et al.
Published: (2026)
Similar Items
-
HBGSA: Hydrogen Bond Graph with Self-Attention for Drug-Target Binding Affinity Prediction
by: Kong, Junxiao, et al.
Published: (2026) -
An Integrated Deep-Learning Framework for Peptide-Protein Interaction Prediction and Target-Conditioned Peptide Generation with ConGA-PepPI and TC-PepGen
by: Tang, Chupei, et al.
Published: (2026) -
Graph-Augmented Topological Internalization with Dual-Stream Classifiers for Medical Report Generation
by: Tang, Moyu, et al.
Published: (2026) -
MEDNA-DFM: A Dual-View FiLM-MoE Model for Explainable DNA Methylation Prediction
by: He, Yi, et al.
Published: (2026) -
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions
by: XU, Shengrui, et al.
Published: (2025)