Graph Neural Networks - 2024-08
Graph Neural Networks - 2024-08
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-08-30 | LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification | Fadi Alharbi et.al. | 2408.17384 | translate | read | null |
| 2024-08-30 | Leveraging Graph Neural Networks to Forecast Electricity Consumption | Eloi Campagne et.al. | 2408.17366 | translate | read | null |
| 2024-08-30 | The Transferability of Downsampling Sparse Graph Convolutional Networks | Qinji Shu et.al. | 2408.17274 | translate | read | null |
| 2024-08-30 | A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks | Mingjun Sun et.al. | 2408.17252 | translate | read | null |
| 2024-08-30 | Search for $t\bar{t}H/A \rightarrow t\bar{t}t\bar{t}$ production in proton-proton collisions at $\sqrt{s}=13$ TeV with the ATLAS detector | ATLAS Collaboration et.al. | 2408.17164 | translate | read | null |
| 2024-08-29 | Enhancing Autism Spectrum Disorder Early Detection with the Parent-Child Dyads Block-Play Protocol and an Attention-enhanced GCN-xLSTM Hybrid Deep Learning Framework | Xiang Li et.al. | 2408.16924 | translate | read | null |
| 2024-08-29 | H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration | Yufeng Zhou et.al. | 2408.16719 | translate | read | null |
| 2024-08-29 | A GREAT Architecture for Edge-Based Graph Problems Like TSP | Attila Lischka et.al. | 2408.16717 | translate | read | null |
| 2024-08-29 | SympGNNs: Symplectic Graph Neural Networks for identifiying high-dimensional Hamiltonian systems and node classification | Alan John Varghese et.al. | 2408.16698 | translate | read | null |
| 2024-08-29 | SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks | Xing Ai et.al. | 2408.16537 | translate | read | null |
| 2024-08-29 | Integrating Features for Recognizing Human Activities through Optimized Parameters in Graph Convolutional Networks and Transformer Architectures | Mohammad Belal et.al. | 2408.16442 | translate | read | null |
| 2024-08-29 | TempoKGAT: A Novel Graph Attention Network Approach for Temporal Graph Analysis | Lena Sasal et.al. | 2408.16391 | translate | read | null |
| 2024-08-29 | TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network framework for forecasting Spatio-Temporal Data | Zakaria Elabid et.al. | 2408.16379 | translate | read | null |
| 2024-08-29 | Do Graph Neural Networks Work for High Entropy Alloys? | Hengrui Zhang et.al. | 2408.16337 | translate | read | link |
| 2024-08-29 | OpenFGL: A Comprehensive Benchmarks for Federated Graph Learning | Xunkai Li et.al. | 2408.16288 | translate | read | null |
| 2024-08-29 | A General Framework for Optimizing and Learning Nash Equilibrium | Di Zhang et.al. | 2408.16260 | translate | read | null |
| 2024-08-28 | The Role of Fibration Symmetries in Geometric Deep Learning | Osvaldo Velarde et.al. | 2408.15894 | translate | read | null |
| 2024-08-28 | Str-L Pose: Integrating Point and Structured Line for Relative Pose Estimation in Dual-Graph | Zherong Zhang et.al. | 2408.15750 | translate | read | null |
| 2024-08-28 | Affordable HPC: Leveraging Small Clusters for Big Data and Graph Computing | Ruilong Wu et.al. | 2408.15568 | translate | read | null |
| 2024-08-27 | Understanding GNNs for Boolean Satisfiability through Approximation Algorithms | Jan Hůla et.al. | 2408.15418 | translate | read | null |
| 2024-08-27 | Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks | Junhao Shen et.al. | 2408.15371 | translate | read | null |
| 2024-08-27 | Multi-domain Network Slice Partitioning: A Graph Neural Network Algorithm | Zhouxiang Wu et.al. | 2408.15342 | translate | read | null |
| 2024-08-27 | RGDA-DDI: Residual graph attention network and dual-attention based framework for drug-drug interaction prediction | Changjian Zhou et.al. | 2408.15310 | translate | read | null |
| 2024-08-27 | SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration | Runzhen Xue et.al. | 2408.15089 | translate | read | null |
| 2024-08-27 | Earth Observation Satellite Scheduling with Graph Neural Networks | Antoine Jacquet et.al. | 2408.15041 | translate | read | null |
| 2024-08-27 | Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning | Sakhinana Sagar Srinivas et.al. | 2408.14964 | translate | read | null |
| 2024-08-27 | Graph and Sequential Neural Networks in Session-based Recommendation: A Survey | Zihao Li et.al. | 2408.14851 | translate | read | null |
| 2024-08-26 | Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold | Lazar Atanackovic et.al. | 2408.14608 | translate | read | null |
| 2024-08-26 | Accelerated structure-stability energy-free calculator | Alexandre Boucher et.al. | 2408.14577 | translate | read | null |
| 2024-08-26 | Retrieval Augmented Generation for Dynamic Graph Modeling | Yuxia Wu et.al. | 2408.14523 | translate | read | link |
| 2024-08-26 | Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks | Gang Qu et.al. | 2408.14254 | translate | read | null |
| 2024-08-26 | Exploring the Potential of Large Language Models for Heterophilic Graphs | Yuxia Wu et.al. | 2408.14134 | translate | read | null |
| 2024-08-26 | PAGE: Parametric Generative Explainer for Graph Neural Network | Yang Qiu et.al. | 2408.14042 | translate | read | null |
| 2024-08-25 | Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selection | Luca Silvano Carocci et.al. | 2408.13961 | translate | read | null |
| 2024-08-25 | Generalization of Graph Neural Networks is Robust to Model Mismatch | Zhiyang Wang et.al. | 2408.13878 | translate | read | null |
| 2024-08-25 | Multi-SIGATnet: A multimodal schizophrenia MRI classification algorithm using sparse interaction mechanisms and graph attention networks | Yuhong Jiao et.al. | 2408.13830 | translate | read | null |
| 2024-08-25 | RoCP-GNN: Robust Conformal Prediction for Graph Neural Networks in Node-Classification | S. Akansha et.al. | 2408.13825 | translate | read | null |
| 2024-08-27 | GNN: Graph Neural Network and Large Language Model for Data Discovery | Thomas Hoang et.al. | 2408.13609 | translate | read | null |
| 2024-08-24 | Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks | Enas Altarawneh et.al. | 2408.13440 | translate | read | null |
| 2024-08-23 | IFH: a Diffusion Framework for Flexible Design of Graph Generative Models | Samuel Cognolato et.al. | 2408.13194 | translate | read | null |
| 2024-08-23 | Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis | Zhe Liu et.al. | 2408.13082 | translate | read | link |
| 2024-08-23 | Indoor scene recognition from images under visual corruptions | Willams de Lima Costa et.al. | 2408.13029 | translate | read | null |
| 2024-08-23 | Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks | Yeon-Chang Lee et.al. | 2408.12875 | translate | read | null |
| 2024-08-23 | HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices | Ao Zhou et.al. | 2408.12840 | translate | read | null |
| 2024-08-23 | SIMPNet: Spatial-Informed Motion Planning Network | Davood Soleymanzadeh et.al. | 2408.12831 | translate | read | null |
| 2024-08-23 | Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage | Tianze Zheng et.al. | 2408.12817 | translate | read | null |
| 2024-08-23 | Non-Homophilic Graph Pre-Training and Prompt Learning | Xingtong Yu et.al. | 2408.12594 | translate | read | null |
| 2024-08-22 | Advanced atom-level representations for protein flexibility prediction utilizing graph neural networks | Sina Sarparast et.al. | 2408.12519 | translate | read | null |
| 2024-08-22 | From strange-quark tagging to fragmentation tagging with machine learning | Yevgeny Kats et.al. | 2408.12377 | translate | read | null |
| 2024-08-22 | Enhanced Expressivity in Graph Neural Networks with Lanczos-Based Linear Constraints | Niloofar Azizi et.al. | 2408.12334 | translate | read | null |
| 2024-08-22 | Computer-Aided Fall Recognition Using a Three-Stream Spatial-Temporal GCN Model with Adaptive Feature Aggregation | Jungpil Shin et.al. | 2408.12211 | translate | read | null |
| 2024-08-22 | Fair Augmentation for Graph Collaborative Filtering | Ludovico Boratto et.al. | 2408.12208 | translate | read | link |
| 2024-08-22 | Rank and Align: Towards Effective Source-free Graph Domain Adaptation | Junyu Luo et.al. | 2408.12185 | translate | read | null |
| 2024-08-22 | Behavior Pattern Mining-based Multi-Behavior Recommendation | Haojie Li et.al. | 2408.12152 | translate | read | link |
| 2024-08-22 | DRExplainer: Quantifiable Interpretability in Drug Response Prediction with Directed Graph Convolutional Network | Haoyuan Shi et.al. | 2408.12139 | translate | read | link |
| 2024-08-21 | Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting | Alireza Jafari et.al. | 2408.11990 | translate | read | null |
| 2024-08-21 | A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph | Daniele Malitesta et.al. | 2408.11762 | translate | read | link |
| 2024-08-21 | Optimizing Federated Graph Learning with Inherent Structural Knowledge and Dual-Densely Connected GNNs | Longwen Wang et.al. | 2408.11662 | translate | read | null |
| 2024-08-21 | Slicing Input Features to Accelerate Deep Learning: A Case Study with Graph Neural Networks | Zhengjia Xu et.al. | 2408.11500 | translate | read | null |
| 2024-08-21 | Estimating Peer Direct and Indirect Effects in Observational Network Data | Xiaojing Du et.al. | 2408.11492 | translate | read | null |
| 2024-08-21 | Graph Classification via Reference Distribution Learning: Theory and Practice | Zixiao Wang et.al. | 2408.11370 | translate | read | null |
| 2024-08-21 | Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation | Fieke Hillerstrom et.al. | 2408.11367 | translate | read | null |
| 2024-08-21 | Modeling Reference-dependent Choices with Graph Neural Networks | Liang Zhang et.al. | 2408.11302 | translate | read | null |
| 2024-08-21 | Real-time Hosting Capacity Assessment for Electric Vehicles: A Sequential Forecast-then-Optimize Method | Yingrui Zhuang et.al. | 2408.11269 | translate | read | null |
| 2024-08-20 | Multi-User Continuous-Aperture Array Communications: How to Learn Current Distribution? | Jia Guo et.al. | 2408.11230 | translate | read | null |
| 2024-08-20 | Public Health in Disaster: Emotional Health and Life Incidents Extraction during Hurricane Harvey | Thomas Hoang et.al. | 2408.11133 | translate | read | null |
| 2024-08-20 | GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization | Xiaodong Yang et.al. | 2408.10948 | translate | read | null |
| 2024-08-20 | Target-Prompt Online Graph Collaborative Learning for Temporal QoS Prediction | Shengxiang Hu et.al. | 2408.10555 | translate | read | null |
| 2024-08-19 | Learning Regularization for Graph Inverse Problems | Moshe Eliasof et.al. | 2408.10436 | translate | read | null |
| 2024-08-19 | Expressive Power of Temporal Message Passing | Przemysław Andrzej Wałęga et.al. | 2408.09918 | translate | read | null |
| 2024-08-19 | Community-Centric Graph Unlearning | Yi Li et.al. | 2408.09705 | translate | read | null |
| 2024-08-20 | Heta: Distributed Training of Heterogeneous Graph Neural Networks | Yuchen Zhong et.al. | 2408.09697 | translate | read | null |
| 2024-08-18 | Enhancing ASL Recognition with GCNs and Successive Residual Connections | Ushnish Sarkar et.al. | 2408.09567 | translate | read | null |
| 2024-08-18 | Leveraging Invariant Principle for Heterophilic Graph Structure Distribution Shifts | Jinluan Yang et.al. | 2408.09490 | translate | read | link |
| 2024-08-18 | Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions | Jun Wang et.al. | 2408.09476 | translate | read | null |
| 2024-08-18 | $\mathbb{BEHR}$ NOULLI: A Binary EHR Data-Oriented Medication Recommendation System | Xihao Piao et.al. | 2408.09410 | translate | read | link |
| 2024-08-18 | Federated Graph Learning with Structure Proxy Alignment | Xingbo Fu et.al. | 2408.09393 | translate | read | link |
| 2024-08-18 | Predicting travel demand of a bike sharing system using graph convolutional neural networks | Ali Behroozi et.al. | 2408.09317 | translate | read | null |
| 2024-08-17 | Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive Hashing | Yankai Chen et.al. | 2408.09239 | translate | read | null |
| 2024-08-16 | Neighbor Overlay-Induced Graph Attention Network | Tiqiao Wei et.al. | 2408.08788 | translate | read | null |
| 2024-08-16 | SE-SGformer: A Self-Explainable Signed Graph Transformer for Link Sign Prediction | Lu Li et.al. | 2408.08754 | translate | read | null |
| 2024-08-16 | Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? | Zhongjian Zhang et.al. | 2408.08685 | translate | read | null |
| 2024-08-16 | GrassNet: State Space Model Meets Graph Neural Network | Gongpei Zhao et.al. | 2408.08583 | translate | read | null |
| 2024-08-16 | Mitigating Degree Bias in Signed Graph Neural Networks | Fang He et.al. | 2408.08508 | translate | read | null |
| 2024-08-16 | Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels | Meng Wu et.al. | 2408.08490 | translate | read | null |
| 2024-08-16 | An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem | Huaiyuan Liu et.al. | 2408.08484 | translate | read | link |
| 2024-08-15 | Solving a Rubik’s Cube Using its Local Graph Structure | Shunyu Yao et.al. | 2408.07945 | translate | read | null |
| 2024-08-14 | Graph neural network surrogate for strategic transport planning | Nikita Makarov et.al. | 2408.07726 | translate | read | link |
| 2024-08-14 | Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Amr Alkhatib et.al. | 2408.07661 | translate | read | null |
| 2024-08-14 | Multi-task Heterogeneous Graph Learning on Electronic Health Records | Tsai Hor Chan et.al. | 2408.07569 | translate | read | null |
| 2024-08-14 | Towards Few-shot Self-explaining Graph Neural Networks | Jingyu Peng et.al. | 2408.07340 | translate | read | link |
| 2024-08-14 | RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation | Junyu Chen et.al. | 2408.07331 | translate | read | null |
| 2024-08-13 | Pan-cancer gene set discovery via scRNA-seq for optimal deep learning based downstream tasks | Jong Hyun Kim et.al. | 2408.07233 | translate | read | null |
| 2024-08-13 | Joint Graph Rewiring and Feature Denoising via Spectral Resonance | Jonas Linkerhägner et.al. | 2408.07191 | translate | read | link |
| 2024-08-13 | Physics-informed graph neural networks for flow field estimation in carotid arteries | Julian Suk et.al. | 2408.07110 | translate | read | null |
| 2024-08-13 | Machine Learning Message-Passing for the Scalable Decoding of QLDPC Codes | Arshpreet Singh Maan et.al. | 2408.07038 | translate | read | link |
| 2024-08-13 | LLMs can Schedule | Henrik Abgaryan et.al. | 2408.06993 | translate | read | link |
| 2024-08-13 | Graph Neural Network Approach to Predict the Effects of Road Capacity Reduction Policies: A Case Study for Paris, France | Elena Natterer et.al. | 2408.06762 | translate | read | null |
| 2024-08-13 | Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models | Jialiang Wang et.al. | 2408.06717 | translate | read | null |
| 2024-08-13 | RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling | Shuqi He et.al. | 2408.06665 | translate | read | null |
| 2024-08-12 | From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks | Andrea Ceschini et.al. | 2408.06524 | translate | read | null |
| 2024-08-12 | Decentralized Cooperation in Heterogeneous Multi-Agent Reinforcement Learning via Graph Neural Network-Based Intrinsic Motivation | Jahir Sadik Monon et.al. | 2408.06503 | translate | read | link |
| 2024-08-12 | What Ails Generative Structure-based Drug Design: Too Little or Too Much Expressivity? | Rafał Karczewski et.al. | 2408.06050 | translate | read | null |
| 2024-08-12 | ARPA: A Novel Hybrid Model for Advancing Visual Word Disambiguation Using Large Language Models and Transformers | Aristi Papastavrou et.al. | 2408.06040 | translate | read | null |
| 2024-08-12 | Spacetime $E(n)$ -Transformer: Equivariant Attention for Spatio-temporal Graphs | Sergio G. Charles et.al. | 2408.06039 | translate | read | null |
| 2024-08-11 | GraphTransfer: A Generic Feature Fusion Framework for Collaborative Filtering | Jiafeng Xia et.al. | 2408.05792 | translate | read | null |
| 2024-08-11 | On zero-shot learning in neural state estimation of power distribution systems | Aleksandr Berezin et.al. | 2408.05787 | translate | read | link |
| 2024-08-11 | Swarm-Net: Firmware Attestation in IoT Swarms using Graph Neural Networks and Volatile Memory | Varun Kohli et.al. | 2408.05680 | translate | read | null |
| 2024-08-10 | A GCN-LSTM Approach for ES-mini and VX Futures Forecasting | Nikolas Michael et.al. | 2408.05659 | translate | read | null |
| 2024-08-10 | An Information-Theoretic Analysis of Temporal GNNs | Amirmohammad Farzaneh et.al. | 2408.05624 | translate | read | null |
| 2024-08-13 | A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning | Hamed Gholipour et.al. | 2408.05498 | translate | read | null |
| 2024-08-10 | Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation | Wenbo Shang et.al. | 2408.05456 | translate | read | null |
| 2024-08-09 | Decoding Quantum LDPC Codes Using Graph Neural Networks | Vukan Ninkovic et.al. | 2408.05170 | translate | read | null |
| 2024-08-09 | Federated Hypergraph Learning with Hyperedge Completion | Linfeng Luo et.al. | 2408.05160 | translate | read | null |
| 2024-08-09 | Variational Bayesian Phylogenetic Inference with Semi-implicit Branch Length Distributions | Tianyu Xie et.al. | 2408.05058 | translate | read | link |
| 2024-08-09 | Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring | Kenneth Langedal et.al. | 2408.05054 | translate | read | null |
| 2024-08-09 | A GNN Model with Adaptive Weights for Session-Based Recommendation Systems | Begüm Özbay et.al. | 2408.05051 | translate | read | null |
| 2024-08-09 | Better Not to Propagate: Understanding Edge Uncertainty and Over-smoothing in Signed Graph Neural Networks | Yoonhyuk Choi et.al. | 2408.04895 | translate | read | null |
| 2024-08-09 | MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure | Peng Yuan et.al. | 2408.04845 | translate | read | null |
| 2024-08-09 | Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation | Junfeng Long et.al. | 2408.04838 | translate | read | null |
| 2024-08-08 | Advancing Molecular Machine (Learned) Representations with Stereoelectronics-Infused Molecular Graphs | Daniil A. Boiko et.al. | 2408.04520 | translate | read | link |
| 2024-08-08 | Understanding and Modeling Job Marketplace with Pretrained Language Models | Yaochen Zhu et.al. | 2408.04381 | translate | read | null |
| 2024-08-08 | Enhanced Traffic Flow Prediction with Multi-Segment Fusion Tensor Graph Convolutional Networks | Wei Zhang et.al. | 2408.04232 | translate | read | null |
| 2024-08-08 | Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks | Zepu Wang et.al. | 2408.04193 | translate | read | null |
| 2024-08-08 | wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech | Khai Le-Duc et.al. | 2408.04174 | translate | read | null |
| 2024-08-07 | Heterogeneous Graph Sequence Neural Networks for Dynamic Traffic Assignment | Tong Liu et.al. | 2408.04131 | translate | read | null |
| 2024-08-07 | Deep Generative Models for Subgraph Prediction | Erfaneh Mahmoudzadeh et.al. | 2408.04053 | translate | read | null |
| 2024-08-07 | Knowledge Probing for Graph Representation Learning | Mingyu Zhao et.al. | 2408.03877 | translate | read | null |
| 2024-08-07 | Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks | Jie Peng et.al. | 2408.03669 | translate | read | null |
| 2024-08-06 | A Study on Quantum Graph Neural Networks Applied to Molecular Physics | Simone Piperno et.al. | 2408.03427 | translate | read | null |
| 2024-08-06 | MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis | Wenqi Zhu et.al. | 2408.03358 | translate | read | null |
| 2024-08-06 | TextIM: Part-aware Interactive Motion Synthesis from Text | Siyuan Fan et.al. | 2408.03302 | translate | read | null |
| 2024-08-06 | RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning | Jiapeng Zhu et.al. | 2408.03195 | translate | read | link |
| 2024-08-06 | CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs | Shangfei Zheng et.al. | 2408.03166 | translate | read | null |
| 2024-08-06 | A Differential Smoothness-based Compact-Dynamic Graph Convolutional Network for Spatiotemporal Signal Recovery | Pengcheng Gao et.al. | 2408.02987 | translate | read | null |
| 2024-08-06 | SETN: Stock Embedding Enhanced with Textual and Network Information | Takehiro Takayanagi et.al. | 2408.02899 | translate | read | null |
| 2024-08-05 | Heterogeneous graph attention network improves cancer multiomics integration | Sina Tabakhi et.al. | 2408.02845 | translate | read | null |
| 2024-08-05 | Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks | Zepeng Zhang et.al. | 2408.02797 | translate | read | null |
| 2024-08-05 | Spatial-temporal Graph Convolutional Networks with Diversified Transformation for Dynamic Graph Representation Learning | Ling Wang et.al. | 2408.02704 | translate | read | null |
| 2024-08-05 | Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach | Wanxu Wei et.al. | 2408.02456 | translate | read | null |
| 2024-08-04 | Understanding Deep Learning via Notions of Rank | Noam Razin et.al. | 2408.02111 | translate | read | null |
| 2024-08-04 | Optimal and efficient text counterfactuals using Graph Neural Networks | Dimitris Lymperopoulos et.al. | 2408.01969 | translate | read | null |
| 2024-08-04 | Top K Enhanced Reinforcement Learning Attacks on Heterogeneous Graph Node Classification | Honglin Gao et.al. | 2408.01964 | translate | read | null |
| 2024-08-04 | Bilateral Trade Flow Prediction by Gravity-informed Graph Auto-encoder | Naoto Minakawa et.al. | 2408.01938 | translate | read | null |
| 2024-08-04 | A Semi-supervised Multi-channel Graph Convolutional Network for Query Classification in E-commerce | Chunyuan Yuan et.al. | 2408.01928 | translate | read | null |
| 2024-08-04 | A Comprehensive Survey on GNN Characterization | Meng Wu et.al. | 2408.01902 | translate | read | null |
| 2024-08-03 | Signal-SGN: A Spiking Graph Convolutional Network for Skeletal Action Recognition via Learning Temporal-Frequency Dynamics | Naichuan Zheng et.al. | 2408.01701 | translate | read | null |
| 2024-08-03 | Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization | Wenyu Mao et.al. | 2408.01697 | translate | read | null |
| 2024-08-02 | Efficient Graph Coloring with Neural Networks: A Physics-Inspired Approach for Large Graphs | Lorenzo Colantonio et.al. | 2408.01503 | translate | read | null |
| 2024-08-02 | Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence | Yen-Che Hsiao et.al. | 2408.01408 | translate | read | null |
| 2024-08-02 | Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities | Pablo Galván et.al. | 2408.01239 | translate | read | null |
| 2024-08-02 | HeteroMorpheus: Universal Control Based on Morphological Heterogeneity Modeling | YiFan Hao et.al. | 2408.01230 | translate | read | null |
| 2024-08-02 | GNN-MolKAN: Harnessing the Power of KAN to Advance Molecular Representation Learning with GNNs | Ruifeng Li et.al. | 2408.01018 | translate | read | null |
| 2024-08-02 | GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging | Saleh Sakib Ahmed et.al. | 2408.00984 | translate | read | null |
| 2024-08-01 | Parkinson’s Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Christopher Neves et.al. | 2408.00906 | translate | read | null |
| 2024-08-01 | You Can’t Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning | Tianmeng Yang et.al. | 2408.00700 | translate | read | null |
| 2024-08-01 | Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation | Chu Zhao et.al. | 2408.00490 | translate | read | null |
| 2024-08-01 | Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck | Yuntao Shou et.al. | 2408.00295 | translate | read | null |
| 2024-08-01 | Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network | Bin Cheng et.al. | 2408.00290 | translate | read | null |
| 2024-08-01 | CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction | Shuai Zhang et.al. | 2408.00232 | translate | read | null |
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