Graph Neural Networks - 2024-10
Graph Neural Networks - 2024-10
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-10-31 | The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains | Eric Qu et.al. | 2410.24169 | translate | read | null |
| 2024-10-31 | Graph Learning for Numeric Planning | Dillon Z. Chen et.al. | 2410.24080 | translate | read | link |
| 2024-10-31 | Detecting text level intellectual influence with knowledge graph embeddings | Lucian Li et.al. | 2410.24021 | translate | read | null |
| 2024-10-31 | RAGraph: A General Retrieval-Augmented Graph Learning Framework | Xinke Jiang et.al. | 2410.23855 | translate | read | null |
| 2024-10-31 | Reducing Oversmoothing through Informed Weight Initialization in Graph Neural Networks | Dimitrios Kelesis et.al. | 2410.23830 | translate | read | null |
| 2024-10-31 | Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning | Federico Nardi et.al. | 2410.23812 | translate | read | null |
| 2024-10-31 | Enhancing Chess Reinforcement Learning with Graph Representation | Tomas Rigaux et.al. | 2410.23753 | translate | read | link |
| 2024-10-31 | Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks | Xuyuan Liu et.al. | 2410.23748 | translate | read | link |
| 2024-10-31 | Towards Dynamic Message Passing on Graphs | Junshu Sun et.al. | 2410.23686 | translate | read | null |
| 2024-10-30 | Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization | Ruda Zhang et.al. | 2410.23482 | translate | read | null |
| 2024-10-30 | Conditional Forecasting of Margin Calls using Dynamic Graph Neural Networks | Matteo Citterio et.al. | 2410.23275 | translate | read | null |
| 2024-10-30 | NASM: Neural Anisotropic Surface Meshing | Hongbo Li et.al. | 2410.23109 | translate | read | null |
| 2024-10-30 | Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering | Zichen Wen et.al. | 2410.22983 | translate | read | null |
| 2024-10-30 | AtGCN: A Graph Convolutional Network For Ataxic Gait Detection | Karan Bania et.al. | 2410.22862 | translate | read | null |
| 2024-10-30 | MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs | Aishwarya Sarkar et.al. | 2410.22697 | translate | read | null |
| 2024-10-30 | PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation | Ryozo Masukawa et.al. | 2410.22623 | translate | read | null |
| 2024-10-29 | Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection | Hongyi Xu et.al. | 2410.22256 | translate | read | null |
| 2024-10-29 | Subgraph Aggregation for Out-of-Distribution Generalization on Graphs | Bowen Liu et.al. | 2410.22228 | translate | read | null |
| 2024-10-29 | Vision Paper: Designing Graph Neural Networks in Compliance with the European Artificial Intelligence Act | Barbara Hoffmann et.al. | 2410.22120 | translate | read | null |
| 2024-10-29 | LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis | Krishna Chandra Roy et.al. | 2410.21936 | translate | read | null |
| 2024-10-29 | Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling and Zero-Shot Transfer | Zihan Pengmei et.al. | 2410.21683 | translate | read | null |
| 2024-10-28 | Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks | Yuntian He et.al. | 2410.21618 | translate | read | null |
| 2024-10-28 | Graph Based Traffic Analysis and Delay Prediction | Gabriele Borg et.al. | 2410.21028 | translate | read | null |
| 2024-10-28 | A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks | Pau Ferrer-Cid et.al. | 2410.21006 | translate | read | null |
| 2024-10-28 | SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment | Wei Ai et.al. | 2410.20733 | translate | read | null |
| 2024-10-27 | Extracting Alpha from Financial Analyst Networks | Dragos Gorduza et.al. | 2410.20597 | translate | read | null |
| 2024-10-27 | A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing | Julia Balla et.al. | 2410.20516 | translate | read | null |
| 2024-10-27 | Graph Neural Networks on Discriminative Graphs of Words | Yassine Abbahaddou et.al. | 2410.20469 | translate | read | null |
| 2024-10-27 | Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy | Sunwoo Kim et.al. | 2410.20366 | translate | read | null |
| 2024-10-27 | Uncovering Capabilities of Model Pruning in Graph Contrastive Learning | Wu Junran et.al. | 2410.20356 | translate | read | null |
| 2024-10-27 | DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification | Xiaoxue Han et.al. | 2410.20295 | translate | read | null |
| 2024-10-26 | Age of Information-Oriented Probabilistic Link Scheduling for Device-to-Device Networks | Lixin Wang et.al. | 2410.20196 | translate | read | null |
| 2024-10-25 | Sparse Decomposition of Graph Neural Networks | Yaochen Hu et.al. | 2410.19723 | translate | read | null |
| 2024-10-25 | DeMuVGN: Effective Software Defect Prediction Model by Learning Multi-view Software Dependency via Graph Neural Networks | Yu Qiao et.al. | 2410.19550 | translate | read | null |
| 2024-10-25 | An Enhanced Hierarchical Planning Framework for Multi-Robot Autonomous Exploration | Gengyuan Cai et.al. | 2410.19373 | translate | read | null |
| 2024-10-25 | Double Difference Earthquake Location with Graph Neural Networks | Ian W. McBrearty et.al. | 2410.19323 | translate | read | null |
| 2024-10-24 | Enriching GNNs with Text Contextual Representations for Detecting Disinformation Campaigns on Social Media | Bruno Croso Cunha da Silva et.al. | 2410.19193 | translate | read | null |
| 2024-10-24 | Dynamic 3D Gaussian Tracking for Graph-Based Neural Dynamics Modeling | Mingtong Zhang et.al. | 2410.18912 | translate | read | null |
| 2024-10-24 | Leveraging Graph Neural Networks and Multi-Agent Reinforcement Learning for Inventory Control in Supply Chains | Niki Kotecha et.al. | 2410.18631 | translate | read | null |
| 2024-10-24 | Binary Code Similarity Detection via Graph Contrastive Learning on Intermediate Representations | Xiuwei Shang et.al. | 2410.18561 | translate | read | null |
| 2024-10-24 | Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition | Yejing Xie et.al. | 2410.18555 | translate | read | null |
| 2024-10-24 | Graph Pre-Training Models Are Strong Anomaly Detectors | Jiashun Cheng et.al. | 2410.18487 | translate | read | null |
| 2024-10-24 | A Causal Graph-Enhanced Gaussian Process Regression for Modeling Engine-out NOx | Shrenik Zinage et.al. | 2410.18424 | translate | read | null |
| 2024-10-23 | GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration | Xin Li et.al. | 2410.18032 | translate | read | link |
| 2024-10-23 | Spiking Graph Neural Network on Riemannian Manifolds | Li Sun et.al. | 2410.17941 | translate | read | link |
| 2024-10-23 | TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment | Bingqing Han et.al. | 2410.17815 | translate | read | null |
| 2024-10-23 | Proteome-wide prediction of mode of inheritance and molecular mechanism underlying genetic diseases using structural interactomics | Ali Saadat et.al. | 2410.17708 | translate | read | link |
| 2024-10-23 | Exploring structure diversity in atomic resolution microscopy with graph neural networks | Zheng Luo et.al. | 2410.17631 | translate | read | null |
| 2024-10-23 | Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks | Jianjun Wei et.al. | 2410.17617 | translate | read | null |
| 2024-10-23 | GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models | Zhixia He et.al. | 2410.17526 | translate | read | null |
| 2024-10-22 | Scalable Implicit Graphon Learning | Ali Azizpour et.al. | 2410.17464 | translate | read | null |
| 2024-10-22 | Graph Neural Network-Accelerated Network-Reconfigured Optimal Power Flow | Thuan Pham et.al. | 2410.17460 | translate | read | null |
| 2024-10-22 | Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environments | Sara Honarvar et.al. | 2410.17409 | translate | read | null |
| 2024-10-22 | Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks | Han Ji et.al. | 2410.17118 | translate | read | link |
| 2024-10-22 | Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance | Dominik Fuchsgruber et.al. | 2410.16935 | translate | read | null |
| 2024-10-22 | Dynamic graph neural networks for enhanced volatility prediction in financial markets | Pulikandala Nithish Kumar et.al. | 2410.16858 | translate | read | null |
| 2024-10-22 | Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification | Yihong Luo et.al. | 2410.16845 | translate | read | link |
| 2024-10-22 | Can Large Language Models Act as Ensembler for Multi-GNNs? | Hanqi Duan et.al. | 2410.16822 | translate | read | null |
| 2024-10-22 | GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation | Junyu Luo et.al. | 2410.16606 | translate | read | link |
| 2024-10-22 | Graph Sampling for Scalable and Expressive Graph Neural Networks on Homophilic Graphs | Haolin Li et.al. | 2410.16593 | translate | read | null |
| 2024-10-21 | HaHeAE: Learning Generalisable Joint Representations of Human Hand and Head Movements in Extended Reality | Zhiming Hu et.al. | 2410.16430 | translate | read | null |
| 2024-10-21 | Theoretical Insights into Line Graph Transformation on Graph Learning | Fan Yang et.al. | 2410.16138 | translate | read | link |
| 2024-10-21 | A Data-driven Crowd Simulation Framework Integrating Physics-informed Machine Learning with Navigation Potential Fields | Runkang Guo et.al. | 2410.16132 | translate | read | null |
| 2024-10-21 | Accelerating Discovery of Extreme Lattice Thermal Conductivity by Crystal Attention Graph Neural Network (CATGNN) Using Chemical Bonding Intuitive Descriptors | Mohammed Al-Fahdi et.al. | 2410.16066 | translate | read | null |
| 2024-10-21 | Resilient Temporal GCN for Smart Grid State Estimation Under Topology Inaccuracies | Seyed Hamed Haghshenas et.al. | 2410.16008 | translate | read | null |
| 2024-10-21 | Focus Where It Matters: Graph Selective State Focused Attention Networks | Shikhar Vashistha et.al. | 2410.15849 | translate | read | null |
| 2024-10-21 | Deep Graph Attention Networks | Jun Kato et.al. | 2410.15640 | translate | read | null |
| 2024-10-21 | Gradient Rewiring for Editable Graph Neural Network Training | Zhimeng Jiang et.al. | 2410.15556 | translate | read | link |
| 2024-10-20 | Heterogeneous Graph Reinforcement Learning for Dependency-aware Multi-task Allocation in Spatial Crowdsourcing | Yong Zhao et.al. | 2410.15449 | translate | read | null |
| 2024-10-20 | DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases | Ali Saadat et.al. | 2410.15367 | translate | read | null |
| 2024-10-20 | Tensor-Fused Multi-View Graph Contrastive Learning | Yujia Wu et.al. | 2410.15247 | translate | read | null |
| 2024-10-18 | Convergence of Manifold Filter-Combine Networks | David R. Johnson et.al. | 2410.14639 | translate | read | link |
| 2024-10-18 | Learning to Control the Smoothness of Graph Convolutional Network Features | Shih-Hsin Wang et.al. | 2410.14604 | translate | read | null |
| 2024-10-18 | Graph Neural Patching for Cold-Start Recommendations | Hao Chen et.al. | 2410.14241 | translate | read | null |
| 2024-10-18 | Improving Graph Neural Networks by Learning Continuous Edge Directions | Seong Ho Pahng et.al. | 2410.14109 | translate | read | null |
| 2024-10-18 | DMGNN: Detecting and Mitigating Backdoor Attacks in Graph Neural Networks | Hao Sui et.al. | 2410.14105 | translate | read | null |
| 2024-10-18 | Towards Effective Planning Strategies for Dynamic Opinion Networks | Bharath Muppasani et.al. | 2410.14091 | translate | read | link |
| 2024-10-17 | Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information | Ömer Faruk Akgül et.al. | 2410.14010 | translate | read | null |
| 2024-10-17 | Trojan Prompt Attacks on Graph Neural Networks | Minhua Lin et.al. | 2410.13974 | translate | read | null |
| 2024-10-17 | Enhancing universal machine learning potentials with polarizable long-range interactions | Rongzhi Gao et.al. | 2410.13820 | translate | read | link |
| 2024-10-17 | Learning Graph Quantized Tokenizers for Transformers | Limei Wang et.al. | 2410.13798 | translate | read | link |
| 2024-10-17 | Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems | Alireza Ghafarollahi et.al. | 2410.13768 | translate | read | null |
| 2024-10-17 | GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning | Guibin Zhang et.al. | 2410.13761 | translate | read | link |
| 2024-10-17 | Observation of a rare beta decay of the charmed baryon with a Graph Neural Network | BESIII Collaboration et.al. | 2410.13515 | translate | read | null |
| 2024-10-17 | CERES: Critical-Event Reconstruction via Temporal Scene Graph Completion | Efimia Panagiotaki et.al. | 2410.13514 | translate | read | null |
| 2024-10-17 | Interpreting Temporal Graph Neural Networks with Koopman Theory | Michele Guerra et.al. | 2410.13469 | translate | read | link |
| 2024-10-17 | Multi-frame Detection via Graph Neural Networks: A Link Prediction Approach | Zhihao Lin et.al. | 2410.13436 | translate | read | null |
| 2024-10-17 | Partially Trained Graph Convolutional Networks Resist Oversmoothing | Dimitrios Kelesis et.al. | 2410.13416 | translate | read | null |
| 2024-10-17 | Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network | Kangkang Lu et.al. | 2410.13373 | translate | read | null |
| 2024-10-16 | PND-Net: Plant Nutrition Deficiency and Disease Classification using Graph Convolutional Network | Asish Bera et.al. | 2410.12742 | translate | read | null |
| 2024-10-16 | Just Ramp-up: Unleash the Potential of Regression-based Estimator for A/B Tests under Network Interference | Qianyi Chen et.al. | 2410.12740 | translate | read | null |
| 2024-10-16 | Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting | Wei Chen et.al. | 2410.12593 | translate | read | null |
| 2024-10-16 | Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks | Kaiwen Xia et.al. | 2410.12425 | translate | read | null |
| 2024-10-16 | Federated Temporal Graph Clustering | Yang Liu et.al. | 2410.12343 | translate | read | null |
| 2024-10-16 | Learning Differentiable Tensegrity Dynamics using Graph Neural Networks | Nelson Chen et.al. | 2410.12216 | translate | read | null |
| 2024-10-16 | FragNet: A Graph Neural Network for Molecular Property Prediction with Four Layers of Interpretability | Gihan Panapitiya et.al. | 2410.12156 | translate | read | null |
| 2024-10-15 | Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning | Guangxin Su et.al. | 2410.12096 | translate | read | null |
| 2024-10-15 | Machine learning of the Ising model on a spherical Fibonacci lattice | Zheng Zhou et.al. | 2410.12007 | translate | read | null |
| 2024-10-15 | An Online Self-learning Graph-based Lateral Controller for Self-Driving Cars | Jilan Samiuddin et.al. | 2410.11979 | translate | read | null |
| 2024-10-15 | Regional Ocean Forecasting with Hierarchical Graph Neural Networks | Daniel Holmberg et.al. | 2410.11807 | translate | read | null |
| 2024-10-15 | G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks | Guibin Zhang et.al. | 2410.11782 | translate | read | null |
| 2024-10-15 | ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification | Bishal Thapaliya et.al. | 2410.11765 | translate | read | null |
| 2024-10-15 | Network Representation Learning for Biophysical Neural Network Analysis | Youngmok Ha et.al. | 2410.11503 | translate | read | null |
| 2024-10-15 | Towards Fair Graph Representation Learning in Social Networks | Guixian Zhang et.al. | 2410.11493 | translate | read | null |
| 2024-10-15 | CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs | Yi Sun et.al. | 2410.11464 | translate | read | null |
| 2024-10-15 | Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? | Jiacheng Cen et.al. | 2410.11443 | translate | read | null |
| 2024-10-15 | KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction | Longlong Li et.al. | 2410.11323 | translate | read | null |
| 2024-10-15 | Backdoor Attack on Vertical Federated Graph Neural Network Learning | Jirui Yang et.al. | 2410.11290 | translate | read | null |
| 2024-10-15 | CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports | Wenrui Cheng et.al. | 2410.11209 | translate | read | null |
| 2024-10-14 | Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix | Seungwoo Han et.al. | 2410.10758 | translate | read | null |
| 2024-10-14 | NT-LLM: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models | Yanbiao Ji et.al. | 2410.10743 | translate | read | null |
| 2024-10-14 | A Personalized MOOC Learning Group and Course Recommendation Method Based on Graph Neural Network and Social Network Analysis | Zijin Luo et.al. | 2410.10658 | translate | read | null |
| 2024-10-14 | TopoFR: A Closer Look at Topology Alignment on Face Recognition | Jun Dan et.al. | 2410.10587 | translate | read | link |
| 2024-10-14 | Graph Classification Gaussian Processes via Hodgelet Spectral Features | Mathieu Alain et.al. | 2410.10546 | translate | read | null |
| 2024-10-14 | Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach | Chaoxi Niu et.al. | 2410.10341 | translate | read | link |
| 2024-10-14 | DiRW: Path-Aware Digraph Learning for Heterophily | Daohan Su et.al. | 2410.10320 | translate | read | null |
| 2024-10-14 | Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation | Xinping Zhao et.al. | 2410.10296 | translate | read | link |
| 2024-10-14 | Revisiting and Benchmarking Graph Autoencoders: A Contrastive Learning Perspective | Jintang Li et.al. | 2410.10241 | translate | read | link |
| 2024-10-14 | PromptGCN: Bridging Subgraph Gaps in Lightweight GCNs | Shengwei Ji et.al. | 2410.10089 | translate | read | null |
| 2024-10-11 | M $^3$ -Impute: Mask-guided Representation Learning for Missing Value Imputation | Zhongyi Yu et.al. | 2410.08794 | translate | read | link |
| 2024-10-11 | Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis | Zhifei Li et.al. | 2410.08759 | translate | read | null |
| 2024-10-11 | Enhanced Robot Planning and Perception through Environment Prediction | Vishnu Dutt Sharma et.al. | 2410.08560 | translate | read | null |
| 2024-10-11 | IGNN-Solver: A Graph Neural Solver for Implicit Graph Neural Networks | Junchao Lin et.al. | 2410.08524 | translate | read | null |
| 2024-10-11 | Evaluating the effects of Data Sparsity on the Link-level Bicycling Volume Estimation: A Graph Convolutional Neural Network Approach | Mohit Gupta et.al. | 2410.08522 | translate | read | null |
| 2024-10-11 | Deeper Insights into Deep Graph Convolutional Networks: Stability and Generalization | Guangrui Yang et.al. | 2410.08473 | translate | read | null |
| 2024-10-10 | KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data | Andy Zhou et.al. | 2410.08390 | translate | read | null |
| 2024-10-10 | Heterogeneous Graph Auto-Encoder for CreditCard Fraud Detection | Moirangthem Tiken Singh et.al. | 2410.08121 | translate | read | null |
| 2024-10-10 | Learning Equivariant Non-Local Electron Density Functionals | Nicholas Gao et.al. | 2410.07972 | translate | read | null |
| 2024-10-10 | Understanding Human Activity with Uncertainty Measure for Novelty in Graph Convolutional Networks | Hao Xing et.al. | 2410.07917 | translate | read | null |
| 2024-10-10 | Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional Network | Hao Xing et.al. | 2410.07912 | translate | read | null |
| 2024-10-10 | HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter | Yumiao Zhao et.al. | 2410.07854 | translate | read | null |
| 2024-10-10 | A note on the VC dimension of 1-dimensional GNNs | Noah Daniëls et.al. | 2410.07829 | translate | read | null |
| 2024-10-10 | Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning | Xiaopeng Yang et.al. | 2410.07542 | translate | read | null |
| 2024-10-09 | Collective variables of neural networks: empirical time evolution and scaling laws | Samuel Tovey et.al. | 2410.07451 | translate | read | null |
| 2024-10-09 | Collusion Detection with Graph Neural Networks | Lucas Gomes et.al. | 2410.07091 | translate | read | null |
| 2024-10-09 | Let’s Ask GNN: Empowering Large Language Model for Graph In-Context Learning | Zhengyu Hu et.al. | 2410.07074 | translate | read | null |
| 2024-10-09 | AdaRC: Mitigating Graph Structure Shifts during Test-Time | Wenxuan Bao et.al. | 2410.06976 | translate | read | null |
| 2024-10-09 | DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions | Stefano Fiorini et.al. | 2410.06969 | translate | read | null |
| 2024-10-09 | Faithful Interpretation for Graph Neural Networks | Lijie Hu et.al. | 2410.06950 | translate | read | null |
| 2024-10-09 | TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks | Mathilde Papillon et.al. | 2410.06530 | translate | read | null |
| 2024-10-09 | A Benchmark on Directed Graph Representation Learning in Hardware Designs | Haoyu Wang et.al. | 2410.06460 | translate | read | null |
| 2024-10-08 | Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes | Kevin Ferguson et.al. | 2410.06406 | translate | read | link |
| 2024-10-08 | UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters | Kovvuri Sai Gopal Reddy et.al. | 2410.06114 | translate | read | link |
| 2024-10-08 | TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models | Javier Solís-García et.al. | 2410.05916 | translate | read | null |
| 2024-10-07 | Taming Gradient Oversmoothing and Expansion in Graph Neural Networks | MoonJeong Park et.al. | 2410.04824 | translate | read | null |
| 2024-10-07 | Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow | Anna Varbella et.al. | 2410.04818 | translate | read | null |
| 2024-10-07 | When GDD meets GNN: A Knowledge-driven Neural Connection for Effective Entity Resolution in Property Graphs | Junwei Hu et.al. | 2410.04783 | translate | read | null |
| 2024-10-07 | A Clifford Algebraic Approach to E(n)-Equivariant High-order Graph Neural Networks | Hoang-Viet Tran et.al. | 2410.04692 | translate | read | null |
| 2024-10-06 | Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network Approach | Sabrina Guidotti et.al. | 2410.04552 | translate | read | null |
| 2024-10-05 | Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarks | Donald Loveland et.al. | 2410.04287 | translate | read | null |
| 2024-10-05 | Applying Hybrid Graph Neural Networks to Strengthen Credit Risk Analysis | Mengfang Sun et.al. | 2410.04283 | translate | read | null |
| 2024-10-05 | Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features | Gilchan Park et.al. | 2410.04251 | translate | read | link |
| 2024-10-05 | Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning | Gang Liu et.al. | 2410.04223 | translate | read | null |
| 2024-10-05 | Improving Temporal Link Prediction via Temporal Walk Matrix Projection | Xiaodong Lu et.al. | 2410.04013 | translate | read | link |
| 2024-10-04 | Fine-Grained Expressive Power of Weisfeiler-Leman: A Homomorphism Counting Perspective | Junru Zhou et.al. | 2410.03517 | translate | read | null |
| 2024-10-04 | Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility | Dazhong He et.al. | 2410.03434 | translate | read | null |
| 2024-10-04 | Cayley Graph Propagation | JJ Wilson et.al. | 2410.03424 | translate | read | link |
| 2024-10-04 | GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction | Shijin Duan et.al. | 2410.03396 | translate | read | link |
| 2024-10-03 | LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences | Zhenxiao Fu et.al. | 2410.02950 | translate | read | null |
| 2024-10-03 | Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification | Sudipta Singha Roy et.al. | 2410.02930 | translate | read | null |
| 2024-10-03 | Labor Migration Modeling through Large-scale Job Query Data | Zhuoning Guo et.al. | 2410.02639 | translate | read | null |
| 2024-10-03 | Diss-l-ECT: Dissecting Graph Data with local Euler Characteristic Transforms | Julius von Rohrscheidt et.al. | 2410.02622 | translate | read | null |
| 2024-10-03 | Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance | Joshua McClellan et.al. | 2410.02581 | translate | read | null |
| 2024-10-03 | A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration and Beyond | Shubhi Bansal et.al. | 2410.02362 | translate | read | link |
| 2024-10-03 | Language Models are Graph Learners | Zhe Xu et.al. | 2410.02296 | translate | read | null |
| 2024-10-03 | Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks | Rongsheng Zhang et.al. | 2410.02289 | translate | read | null |
| 2024-10-03 | GNN-Enabled Optimization of Placement and Transmission Design for UAV Communications | Qinyu Wang et.al. | 2410.02277 | translate | read | null |
| 2024-10-03 | ClassContrast: Bridging the Spatial and Contextual Gaps for Node Representations | Md Joshem Uddin et.al. | 2410.02158 | translate | read | null |
| 2024-10-03 | A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches | Bin Wu et.al. | 2410.02118 | translate | read | null |
| 2024-10-02 | FARM: Functional Group-Aware Representations for Small Molecules | Thao Nguyen et.al. | 2410.02082 | translate | read | null |
| 2024-10-02 | PROXI: Challenging the GNNs for Link Prediction | Astrit Tola et.al. | 2410.01802 | translate | read | link |
| 2024-10-02 | Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling | Shivam Barwey et.al. | 2410.01657 | translate | read | null |
| 2024-10-02 | Accessing Numerical Energy Hessians with Graph Neural Network Potentials and Their Application in Heterogeneous Catalysis | Brook Wander et.al. | 2410.01650 | translate | read | null |
| 2024-10-02 | Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process | Xingyu Ji et.al. | 2410.01457 | translate | read | null |
| 2024-10-02 | Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power | Zhe Wang et.al. | 2410.01367 | translate | read | null |
| 2024-10-02 | VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings | Andrea Carrara et.al. | 2410.01336 | translate | read | null |
| 2024-10-02 | Rethinking the Expressiveness of GNNs: A Computational Model Perspective | Guanyu Cui et.al. | 2410.01308 | translate | read | null |
| 2024-10-02 | “No Matter What You Do!”: Mitigating Backdoor Attacks in Graph Neural Networks | Jiale Zhang et.al. | 2410.01272 | translate | read | link |
| 2024-10-01 | Review of blockchain application with Graph Neural Networks, Graph Convolutional Networks and Convolutional Neural Networks | Amy Ancelotti et.al. | 2410.00875 | translate | read | null |
| 2024-10-01 | WiGNet: Windowed Vision Graph Neural Network | Gabriele Spadaro et.al. | 2410.00807 | translate | read | link |
| 2024-10-01 | DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks | Zeyu Zhang et.al. | 2409.19620 | translate | read | null |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)