Differential Encoding for Improved Representation Learning over Graphs
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Haimin, Xia, Jiahao, Xu, Min |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neighbour-level Message Interaction Encoding for Improved Representation Learning on Graphs
by: Zhang, Haimin, et al.
Published: (2024)
by: Zhang, Haimin, et al.
Published: (2024)
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks
by: Fang, Xiangfei, et al.
Published: (2025)
by: Fang, Xiangfei, et al.
Published: (2025)
Improving Transformation-based Defenses against Adversarial Examples with First-order Perturbations
by: Zhang, Haimin, et al.
Published: (2021)
by: Zhang, Haimin, et al.
Published: (2021)
RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks
by: Zhang, Haimin, et al.
Published: (2024)
by: Zhang, Haimin, et al.
Published: (2024)
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
by: Zhu, Jing, et al.
Published: (2023)
by: Zhu, Jing, et al.
Published: (2023)
Conditional Local Feature Encoding for Graph Neural Networks
by: Wang, Yongze, et al.
Published: (2024)
by: Wang, Yongze, et al.
Published: (2024)
Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation
by: Zhang, Ziniu, et al.
Published: (2025)
by: Zhang, Ziniu, et al.
Published: (2025)
Early-Bird GCNs: Graph-Network Co-Optimization Towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets
by: You, Haoran, et al.
Published: (2021)
by: You, Haoran, et al.
Published: (2021)
Graph Residual Noise Learner Network for Brain Connectivity Graph Prediction
by: Demirbilek, Oytun, et al.
Published: (2024)
by: Demirbilek, Oytun, et al.
Published: (2024)
Short-video Propagation Influence Rating: A New Real-world Dataset and A New Large Graph Model
by: Xue, Dizhan, et al.
Published: (2025)
by: Xue, Dizhan, et al.
Published: (2025)
Enhancing Road Safety Through Multi-Camera Image Segmentation with Post-Encroachment Time Analysis
by: Chaudhuri, Shounak Ray, et al.
Published: (2025)
by: Chaudhuri, Shounak Ray, et al.
Published: (2025)
Positional Encoder Graph Quantile Neural Networks for Geographic Data
by: de Amorim, William E. R., et al.
Published: (2024)
by: de Amorim, William E. R., et al.
Published: (2024)
Markovian Reeb Graphs for Simulating Spatiotemporal Patterns of Life
by: Subrahmanya, Anantajit, et al.
Published: (2025)
by: Subrahmanya, Anantajit, et al.
Published: (2025)
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
by: Jin, Bowen, et al.
Published: (2024)
by: Jin, Bowen, et al.
Published: (2024)
Application of discrete Ricci curvature in pruning randomly wired neural networks: A case study with chest x-ray classification of COVID-19
by: Elumalai, Pavithra, et al.
Published: (2025)
by: Elumalai, Pavithra, et al.
Published: (2025)
$\texttt{InfoHier}$: Hierarchical Information Extraction via Encoding and Embedding
by: Zhang, Tianru, et al.
Published: (2025)
by: Zhang, Tianru, et al.
Published: (2025)
Visual Political Communication in a Polarized Society: A Longitudinal Study of Brazilian Presidential Elections on Instagram
by: de-Lima-Santos, Mathias-Felipe, et al.
Published: (2023)
by: de-Lima-Santos, Mathias-Felipe, et al.
Published: (2023)
CLARGA: Multimodal Graph Representation Learning over Arbitrary Sets of Modalities
by: Patapati, Santosh
Published: (2025)
by: Patapati, Santosh
Published: (2025)
A Dataset and Framework for Learning State-invariant Object Representations
by: Sarkar, Rohan, et al.
Published: (2024)
by: Sarkar, Rohan, et al.
Published: (2024)
Region-Point Joint Representation for Effective Trajectory Similarity Learning
by: Long, Hao, et al.
Published: (2025)
by: Long, Hao, et al.
Published: (2025)
Unsupervised Part Discovery via Dual Representation Alignment
by: Xia, Jiahao, et al.
Published: (2024)
by: Xia, Jiahao, et al.
Published: (2024)
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks
by: Bhattacharyya, Sree, et al.
Published: (2025)
by: Bhattacharyya, Sree, et al.
Published: (2025)
The Face of Populism: Examining Differences in Facial Emotional Expressions of Political Leaders Using Machine Learning
by: Major, Sara, et al.
Published: (2023)
by: Major, Sara, et al.
Published: (2023)
Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval
by: Sarkar, Rohan, et al.
Published: (2024)
by: Sarkar, Rohan, et al.
Published: (2024)
Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities
by: Abdali, Sara, et al.
Published: (2022)
by: Abdali, Sara, et al.
Published: (2022)
MOON Embedding: Multimodal Representation Learning for E-commerce Search Advertising
by: Fu, Chenghan, et al.
Published: (2025)
by: Fu, Chenghan, et al.
Published: (2025)
What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
by: Li, Fanxiao, et al.
Published: (2026)
by: Li, Fanxiao, et al.
Published: (2026)
Roommate Compatibility Detection Through Machine Learning Techniques
by: Lamba, Mansha, et al.
Published: (2020)
by: Lamba, Mansha, et al.
Published: (2020)
Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval
by: Alomari, Hani, et al.
Published: (2025)
by: Alomari, Hani, et al.
Published: (2025)
Lightweight Deep Learning-Based Channel Estimation for RIS-Aided Extremely Large-Scale MIMO Systems on Resource-Limited Edge Devices
by: Saeed, Muhammad Kamran, et al.
Published: (2025)
by: Saeed, Muhammad Kamran, et al.
Published: (2025)
Shaping History: Advanced Machine Learning Techniques for the Analysis and Dating of Cuneiform Tablets over Three Millennia
by: Kapon, Danielle, et al.
Published: (2024)
by: Kapon, Danielle, et al.
Published: (2024)
Deep Learning for Climate Action: Computer Vision Analysis of Visual Narratives on X
by: Prasse, Katharina, et al.
Published: (2025)
by: Prasse, Katharina, et al.
Published: (2025)
Improving Knowledge Distillation in Transfer Learning with Layer-wise Learning Rates
by: Kokane, Shirley, et al.
Published: (2024)
by: Kokane, Shirley, et al.
Published: (2024)
Differentially Private Representation Learning via Image Captioning
by: Sander, Tom, et al.
Published: (2024)
by: Sander, Tom, et al.
Published: (2024)
Connecting online criminal behavior with machine learning: Using authorship attribution to analyze and link potential online traffickers
by: Saxena, Vageesh Kumar
Published: (2026)
by: Saxena, Vageesh Kumar
Published: (2026)
Modern Hopfield Networks meet Encoded Neural Representations -- Addressing Practical Considerations
by: Kashyap, Satyananda, et al.
Published: (2024)
by: Kashyap, Satyananda, et al.
Published: (2024)
PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph
by: Yu, Dazhou, et al.
Published: (2025)
by: Yu, Dazhou, et al.
Published: (2025)
MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product Understanding
by: Zhang, Daoze, et al.
Published: (2025)
by: Zhang, Daoze, et al.
Published: (2025)
MOON3.0: Reasoning-aware Multimodal Representation Learning for E-commerce Product Understanding
by: Wu, Junxian, et al.
Published: (2026)
by: Wu, Junxian, et al.
Published: (2026)
MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding
by: Nie, Zhanheng, et al.
Published: (2025)
by: Nie, Zhanheng, et al.
Published: (2025)
Similar Items
-
Neighbour-level Message Interaction Encoding for Improved Representation Learning on Graphs
by: Zhang, Haimin, et al.
Published: (2024) -
HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks
by: Fang, Xiangfei, et al.
Published: (2025) -
Improving Transformation-based Defenses against Adversarial Examples with First-order Perturbations
by: Zhang, Haimin, et al.
Published: (2021) -
RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks
by: Zhang, Haimin, et al.
Published: (2024) -
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
by: Zhu, Jing, et al.
Published: (2023)