Multi-Modal Molecular Representation Learning via Structure Awareness
Fuente:
arXiv
Saved in:
| Main Authors: | Yin, Rong, Liu, Ruyue, Hao, Xiaoshuai, Zhou, Xingrui, Liu, Yong, Ma, Can, Wang, Weiping |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Communication-Efficient Personalized Federal Graph Learning via Low-Rank Decomposition
by: Liu, Ruyue, et al.
Published: (2024)
by: Liu, Ruyue, et al.
Published: (2024)
AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning
by: Liu, Ruyue, et al.
Published: (2025)
by: Liu, Ruyue, et al.
Published: (2025)
Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling
by: Li, Mengran, et al.
Published: (2025)
by: Li, Mengran, et al.
Published: (2025)
Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation
by: Yan, Yuchen, et al.
Published: (2025)
by: Yan, Yuchen, et al.
Published: (2025)
Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning
by: Jing, Zihao, et al.
Published: (2025)
by: Jing, Zihao, et al.
Published: (2025)
Dynamic Population Distribution Aware Human Trajectory Generation with Diffusion Model
by: Long, Qingyue, et al.
Published: (2025)
by: Long, Qingyue, et al.
Published: (2025)
Molecular Graph Representation Learning via Structural Similarity Information
by: Yao, Chengyu, et al.
Published: (2024)
by: Yao, Chengyu, et al.
Published: (2024)
DAMBench: A Multi-Modal Benchmark for Deep Learning-based Atmospheric Data Assimilation
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks
by: Li, Jiafan, et al.
Published: (2025)
by: Li, Jiafan, et al.
Published: (2025)
Fuzzy Granule Density-Based Outlier Detection with Multi-Scale Granular Balls
by: Gao, Can, et al.
Published: (2025)
by: Gao, Can, et al.
Published: (2025)
One Fits All: General Mobility Trajectory Modeling via Masked Conditional Diffusion
by: Long, Qingyue, et al.
Published: (2025)
by: Long, Qingyue, et al.
Published: (2025)
Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
by: Qiu, Keyue, et al.
Published: (2025)
by: Qiu, Keyue, et al.
Published: (2025)
SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs
by: Liu, Ruyue, et al.
Published: (2025)
by: Liu, Ruyue, et al.
Published: (2025)
Bidirectional Hierarchical Protein Multi-Modal Representation Learning
by: Liu, Xuefeng, et al.
Published: (2025)
by: Liu, Xuefeng, et al.
Published: (2025)
BiScale-GTR: Fragment-Aware Graph Transformers for Multi-Scale Molecular Representation Learning
by: Yang, Yi, et al.
Published: (2026)
by: Yang, Yi, et al.
Published: (2026)
MolFusion: Multimodal Fusion Learning for Molecular Representations via Multi-granularity Views
by: Cai, Muzhen, et al.
Published: (2024)
by: Cai, Muzhen, et al.
Published: (2024)
$\text{M}^{2}$LLM: Multi-view Molecular Representation Learning with Large Language Models
by: Ju, Jiaxin, et al.
Published: (2025)
by: Ju, Jiaxin, et al.
Published: (2025)
Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning
by: Zhou, Hao, et al.
Published: (2026)
by: Zhou, Hao, et al.
Published: (2026)
Multi-Modality Collaborative Learning for Sentiment Analysis
by: Wang, Shanmin, et al.
Published: (2025)
by: Wang, Shanmin, et al.
Published: (2025)
Generative Modeling of Class Probability for Multi-Modal Representation Learning
by: Shin, Jungkyoo, et al.
Published: (2025)
by: Shin, Jungkyoo, et al.
Published: (2025)
Enhancing Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation
by: Guan, Zenghao, et al.
Published: (2025)
by: Guan, Zenghao, et al.
Published: (2025)
DiffMove: Group Mobility Tendency Enhanced Trajectory Recovery via Diffusion Model
by: Long, Qingyue, et al.
Published: (2025)
by: Long, Qingyue, et al.
Published: (2025)
Conceptual Belief-Informed Reinforcement Learning
by: Gu, Xingrui, et al.
Published: (2024)
by: Gu, Xingrui, et al.
Published: (2024)
Dynamic Graph Structure Learning via Resistance Curvature Flow
by: Fei, Chaoqun, et al.
Published: (2026)
by: Fei, Chaoqun, et al.
Published: (2026)
Disentangling Shared and Task-Specific Representations from Multi-Modal Clinical Data
by: Lyu, He, et al.
Published: (2026)
by: Lyu, He, et al.
Published: (2026)
MultiMax: Sparse and Multi-Modal Attention Learning
by: Zhou, Yuxuan, et al.
Published: (2024)
by: Zhou, Yuxuan, et al.
Published: (2024)
Causal Debiasing Medical Multimodal Representation Learning with Missing Modalities
by: Zhu, Xiaoguang, et al.
Published: (2025)
by: Zhu, Xiaoguang, et al.
Published: (2025)
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
by: Feng, Shikun, et al.
Published: (2024)
by: Feng, Shikun, et al.
Published: (2024)
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling
by: Gao, Weibo, et al.
Published: (2024)
by: Gao, Weibo, et al.
Published: (2024)
Exploring Task Unification in Graph Representation Learning via Generative Approach
by: Hu, Yulan, et al.
Published: (2024)
by: Hu, Yulan, et al.
Published: (2024)
ProtCLIP: Function-Informed Protein Multi-Modal Learning
by: Zhou, Hanjing, et al.
Published: (2024)
by: Zhou, Hanjing, et al.
Published: (2024)
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning
by: Yang, Zhe-Rui, et al.
Published: (2024)
by: Yang, Zhe-Rui, et al.
Published: (2024)
Multi-Modal Manipulation via Multi-Modal Policy Consensus
by: Chen, Haonan, et al.
Published: (2025)
by: Chen, Haonan, et al.
Published: (2025)
Orientation-Aware Graph Neural Networks for Protein Structure Representation Learning
by: Li, Jiahan, et al.
Published: (2022)
by: Li, Jiahan, et al.
Published: (2022)
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation
by: Nipu, Ayesha Siddika, et al.
Published: (2024)
by: Nipu, Ayesha Siddika, et al.
Published: (2024)
MultiModal-Learning for Predicting Molecular Properties: A Framework Based on Image and Graph Structures
by: Wang, Zhuoyuan, et al.
Published: (2023)
by: Wang, Zhuoyuan, et al.
Published: (2023)
Lightweight Cross-Modal Representation Learning
by: Faye, Bilal, et al.
Published: (2024)
by: Faye, Bilal, et al.
Published: (2024)
A Novel Framework for Multi-Modal Protein Representation Learning
by: Zheng, Runjie, et al.
Published: (2025)
by: Zheng, Runjie, et al.
Published: (2025)
Adapting Differential Molecular Representation with Hierarchical Prompts for Multi-label Property Prediction
by: Kang, Linjia, et al.
Published: (2024)
by: Kang, Linjia, et al.
Published: (2024)
Graffe: Graph Representation Learning via Diffusion Probabilistic Models
by: Chen, Dingshuo, et al.
Published: (2025)
by: Chen, Dingshuo, et al.
Published: (2025)
Similar Items
-
Communication-Efficient Personalized Federal Graph Learning via Low-Rank Decomposition
by: Liu, Ruyue, et al.
Published: (2024) -
AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning
by: Liu, Ruyue, et al.
Published: (2025) -
Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling
by: Li, Mengran, et al.
Published: (2025) -
Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation
by: Yan, Yuchen, et al.
Published: (2025) -
Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning
by: Jing, Zihao, et al.
Published: (2025)