Graph Neural Networks - 2024-12
Graph Neural Networks - 2024-12
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-12-31 | Hierarchical equivariant graph neural networks for forecasting collective motion in vortex clusters and microswimmers | Alec J. Linot et.al. | 2501.00626 | translate | read | null |
| 2024-12-30 | Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction | Yuan Mi et.al. | 2412.20962 | translate | read | null |
| 2024-12-30 | FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs | Yuanchang Zhou et.al. | 2412.20796 | translate | read | null |
| 2024-12-30 | Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representations | Abdullah Alchihabi et.al. | 2412.20656 | translate | read | null |
| 2024-12-30 | Graph Neural Networks for Next-Generation-IoT: Recent Advances and Open Challenges | Nguyen Xuan Tung et.al. | 2412.20634 | translate | read | null |
| 2024-12-29 | NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism | Xin Ai et.al. | 2412.20379 | translate | read | null |
| 2024-12-28 | Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours | Yuxin Yang et.al. | 2412.20256 | translate | read | null |
| 2024-12-28 | Discrete Curvature Graph Information Bottleneck | Xingcheng Fu et.al. | 2412.19993 | translate | read | null |
| 2024-12-27 | Enhancing Cognitive Diagnosis by Modeling Learner Cognitive Structure State | Zhifu Chen et.al. | 2412.19759 | translate | read | null |
| 2024-12-27 | ViDTA: Enhanced Drug-Target Affinity Prediction via Virtual Graph Nodes and Attention-based Feature Fusion | Minghui Li et.al. | 2412.19589 | translate | read | null |
| 2024-12-27 | Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers | James H. Tanis et.al. | 2412.19419 | translate | read | null |
| 2024-12-26 | RecLM: Recommendation Instruction Tuning | Yangqin Jiang et.al. | 2412.19302 | translate | read | link |
| 2024-12-26 | Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning | Xingbo Fu et.al. | 2412.19229 | translate | read | null |
| 2024-12-26 | Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining | Yuxin You et.al. | 2412.19211 | translate | read | null |
| 2024-12-26 | GAIS: A Novel Approach to Instance Selection with Graph Attention Networks | Zahiriddin Rustamov et.al. | 2412.19201 | translate | read | null |
| 2024-12-26 | ERGNN: Spectral Graph Neural Network with Explicitly-optimized Rational Graph Filters | Guoming Li et.al. | 2412.19106 | translate | read | null |
| 2024-12-25 | Don’t Lose Yourself: Boosting Multimodal Recommendation via Reducing Node-neighbor Discrepancy in Graph Convolutional Network | Zheyu Chen et.al. | 2412.18962 | translate | read | null |
| 2024-12-25 | Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization | Ganlin Liu et.al. | 2412.18886 | translate | read | null |
| 2024-12-24 | GCN-ABFT: Low-Cost Online Error Checking for Graph Convolutional Networks | Christodoulos Peltekis et.al. | 2412.18534 | translate | read | null |
| 2024-12-24 | Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud Detectors | Jinhyeok Choi et.al. | 2412.18370 | translate | read | link |
| 2024-12-24 | Towards understanding how attention mechanism works in deep learning | Tianyu Ruan et.al. | 2412.18288 | translate | read | null |
| 2024-12-24 | Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation | Sheng Xiang et.al. | 2412.18287 | translate | read | link |
| 2024-12-24 | NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation Learning | Xiong Zhang et.al. | 2412.18267 | translate | read | link |
| 2024-12-24 | Free the Design Space of Equivariant Graph Neural Networks: High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces | Shihao Shao et.al. | 2412.18263 | translate | read | null |
| 2024-12-24 | An Automatic Graph Construction Framework based on Large Language Models for Recommendation | Rong Shan et.al. | 2412.18241 | translate | read | link |
| 2024-12-24 | GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network | Xianfeng Song et.al. | 2412.18221 | translate | read | link |
| 2024-12-24 | Exact Acceleration of Subgraph Graph Neural Networks by Eliminating Computation Redundancy | Qian Tao et.al. | 2412.18125 | translate | read | null |
| 2024-12-23 | Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study | Liangliang Zhang et.al. | 2412.17961 | translate | read | null |
| 2024-12-23 | LASE: Learned Adjacency Spectral Embeddings | Sofía Pérez Casulo et.al. | 2412.17734 | translate | read | null |
| 2024-12-23 | Graph Neural Networks Are Evolutionary Algorithms | Kaichen Ouyang et.al. | 2412.17629 | translate | read | null |
| 2024-12-23 | Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs | Fabrizio Frasca et.al. | 2412.17609 | translate | read | null |
| 2024-12-23 | Graph Size-imbalanced Learning with Energy-guided Structural Smoothing | Jiawen Qin et.al. | 2412.17591 | translate | read | null |
| 2024-12-23 | Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning | Jaesun Shin et.al. | 2412.17468 | translate | read | link |
| 2024-12-23 | Markov Process-Based Graph Convolutional Networks for Entity Classification in Knowledge Graphs | Johannes Mäkelburg et.al. | 2412.17438 | translate | read | null |
| 2024-12-23 | BrainMAP: Learning Multiple Activation Pathways in Brain Networks | Song Wang et.al. | 2412.17404 | translate | read | null |
| 2024-12-23 | ORIGAMI: A generative transformer architecture for predictions from semi-structured data | Thomas Rückstieß et.al. | 2412.17348 | translate | read | null |
| 2024-12-23 | Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning | Jinming Xing et.al. | 2412.17271 | translate | read | null |
| 2024-12-23 | A Coalition Game for On-demand Multi-modal 3D Automated Delivery System | Farzan Moosavi et.al. | 2412.17252 | translate | read | null |
| 2024-12-20 | FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks | Siddharth Ambekar et.al. | 2412.16144 | translate | read | null |
| 2024-12-20 | Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity Recognition | Felix Tempel et.al. | 2412.16003 | translate | read | link |
| 2024-12-20 | Astrometric constraints on stochastic gravitational wave background with neural networks | Marienza Caldarola et.al. | 2412.15879 | translate | read | null |
| 2024-12-20 | GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning | Heming Zhang et.al. | 2412.15790 | translate | read | null |
| 2024-12-20 | Prompt-based Unifying Inference Attack on Graph Neural Networks | Yuecen Wei et.al. | 2412.15735 | translate | read | link |
| 2024-12-20 | Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck | Van Thuy Hoang et.al. | 2412.15589 | translate | read | null |
| 2024-12-20 | Understanding When and Why Graph Attention Mechanisms Work via Node Classification | Zhongtian Ma et.al. | 2412.15496 | translate | read | null |
| 2024-12-19 | Investigating Relational State Abstraction in Collaborative MARL | Sharlin Utke et.al. | 2412.15388 | translate | read | link |
| 2024-12-19 | Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition | Chiheb Ben Mahmoud et.al. | 2412.15063 | translate | read | null |
| 2024-12-19 | Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation | Rongqing Kenneth Ong et.al. | 2412.14978 | translate | read | link |
| 2024-12-19 | Graph-Convolutional Networks: Named Entity Recognition and Large Language Model Embedding in Document Clustering | Imed Keraghel et.al. | 2412.14867 | translate | read | null |
| 2024-12-19 | Answer Set Networks: Casting Answer Set Programming into Deep Learning | Arseny Skryagin et.al. | 2412.14814 | translate | read | link |
| 2024-12-19 | Boosting GNN Performance via Training Sample Selection Based on Adversarial Robustness Evaluation | Yongyu Wang et.al. | 2412.14738 | translate | read | null |
| 2024-12-19 | IOHunter: Graph Foundation Model to Uncover Online Information Operations | Marco Minici et.al. | 2412.14663 | translate | read | link |
| 2024-12-19 | Trainable Adaptive Activation Function Structure (TAAFS) Enhances Neural Network Force Field Performance with Only Dozens of Additional Parameters | Enji Li et.al. | 2412.14655 | translate | read | null |
| 2024-12-19 | Towards Scalable and Deep Graph Neural Networks via Noise Masking | Yuxuan Liang et.al. | 2412.14602 | translate | read | null |
| 2024-12-19 | Treatment Effects Estimation on Networked Observational Data using Disentangled Variational Graph Autoencoder | Di Fan et.al. | 2412.14497 | translate | read | null |
| 2024-12-19 | HEC-GCN: Hypergraph Enhanced Cascading Graph Convolution Network for Multi-Behavior Recommendation | Yabo Yin et.al. | 2412.14476 | translate | read | null |
| 2024-12-18 | Learning and Reconstructing Conflicts in O-RAN: A Graph Neural Network Approach | Arshia Zolghadr et.al. | 2412.14119 | translate | read | null |
| 2024-12-18 | Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation | Jun Hu et.al. | 2412.13994 | translate | read | link |
| 2024-12-18 | GraphAvatar: Compact Head Avatars with GNN-Generated 3D Gaussians | Xiaobao Wei et.al. | 2412.13983 | translate | read | link |
| 2024-12-18 | Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture | Malay Pandey et.al. | 2412.13935 | translate | read | link |
| 2024-12-18 | Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training | Shuyin Xia et.al. | 2412.13842 | translate | read | null |
| 2024-12-18 | Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks | Hai-Xiao Wang et.al. | 2412.13754 | translate | read | null |
| 2024-12-17 | Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach | Konstantin Zaitsev et.al. | 2412.13283 | translate | read | null |
| 2024-12-17 | Enhancing Internet of Things Security throughSelf-Supervised Graph Neural Networks | Safa Ben Atitallah et.al. | 2412.13240 | translate | read | null |
| 2024-12-17 | Cluster-guided Contrastive Class-imbalanced Graph Classification | Wei Ju et.al. | 2412.12984 | translate | read | null |
| 2024-12-18 | Graph Spring Neural ODEs for Link Sign Prediction | Andrin Rehmann et.al. | 2412.12916 | translate | read | null |
| 2024-12-17 | Learning Coarse-to-Fine Pruning of Graph Convolutional Networks for Skeleton-based Recognition | Hichem Sahbi et.al. | 2412.12887 | translate | read | null |
| 2024-12-17 | Towards Effective Graph Rationalization via Boosting Environment Diversity | Yujie Wang et.al. | 2412.12880 | translate | read | null |
| 2024-12-17 | A Multigrid Graph U-Net Framework for Simulating Multiphase Flow in Heterogeneous Porous Media | Jiamin Jiang et.al. | 2412.12757 | translate | read | null |
| 2024-12-17 | Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification | Huachao Yan et.al. | 2412.12651 | translate | read | null |
| 2024-12-17 | Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes | Kuiyuan Zhang et.al. | 2412.12619 | translate | read | null |
| 2024-12-17 | AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks | Shibing Mo et.al. | 2412.12483 | translate | read | link |
| 2024-12-17 | Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks | Xunkai Li et.al. | 2412.12456 | translate | read | null |
| 2024-12-16 | DeepSN: A Sheaf Neural Framework for Influence Maximization | Asela Hevapathige et.al. | 2412.12416 | translate | read | null |
| 2024-12-16 | Thermodynamics-informed graph neural networks for real-time simulation of digital human twins | Lucas Tesán et.al. | 2412.12034 | translate | read | null |
| 2024-12-16 | Learning interactions between Rydberg atoms | Olivier Simard et.al. | 2412.12019 | translate | read | null |
| 2024-12-16 | Cost-Effective Label-free Node Classification with LLMs | Taiyan Zhang et.al. | 2412.11983 | translate | read | null |
| 2024-12-16 | BetaExplainer: A Probabilistic Method to Explain Graph Neural Networks | Whitney Sloneker et.al. | 2412.11964 | translate | read | link |
| 2024-12-16 | SPGL: Enhancing Session-based Recommendation with Single Positive Graph Learning | Tiantian Liang et.al. | 2412.11846 | translate | read | link |
| 2024-12-16 | Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition | Hichem Sahbi et.al. | 2412.11813 | translate | read | null |
| 2024-12-16 | Prediction of social dilemmas in networked populations via graph neural networks | Huaiyu Tan et.al. | 2412.11775 | translate | read | null |
| 2024-12-16 | Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs | Junjie Huang et.al. | 2412.11747 | translate | read | null |
| 2024-12-16 | Asymmetric Learning for Spectral Graph Neural Networks | Fangbing Liu et.al. | 2412.11739 | translate | read | link |
| 2024-12-16 | Smoothness Really Matters: A Simple yet Effective Approach for Unsupervised Graph Domain Adaptation | Wei Chen et.al. | 2412.11654 | translate | read | link |
| 2024-12-13 | Shape error prediction in 5-axis machining using graph neural networks | Julia Huuk et.al. | 2412.10341 | translate | read | null |
| 2024-12-13 | A Novel Framework Using Deep Reinforcement Learning for Join Order Selection | Chang Liu et.al. | 2412.10253 | translate | read | null |
| 2024-12-13 | Keep It Simple: Towards Accurate Vulnerability Detection for Large Code Graphs | Xin Peng et.al. | 2412.10164 | translate | read | null |
| 2024-12-13 | Can LLMs Convert Graphs to Text-Attributed Graphs? | Zehong Wang et.al. | 2412.10136 | translate | read | link |
| 2024-12-13 | Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective | Yuchen Fang et.al. | 2412.09972 | translate | read | null |
| 2024-12-13 | GraSP: Simple yet Effective Graph Similarity Predictions | Haoran Zheng et.al. | 2412.09968 | translate | read | link |
| 2024-12-13 | Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes | Xuemin Wang et.al. | 2412.09947 | translate | read | null |
| 2024-12-13 | Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization | Peng Tao et.al. | 2412.09860 | translate | read | null |
| 2024-12-13 | Universal Inceptive GNNs by Eliminating the Smoothness-generalization Dilemma | Ming Gu et.al. | 2412.09805 | translate | read | null |
| 2024-12-12 | TransferLight: Zero-Shot Traffic Signal Control on any Road-Network | Johann Schmidt et.al. | 2412.09719 | translate | read | null |
| 2024-12-12 | Search Strategy Generation for Branch and Bound Using Genetic Programming | Gwen Maudet et.al. | 2412.09444 | translate | read | null |
| 2024-12-12 | Opinion de-polarization of social networks with GNNs | Konstantinos Mylonas et.al. | 2412.09404 | translate | read | null |
| 2024-12-12 | Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning | Isha Jain et.al. | 2412.09379 | translate | read | null |
| 2024-12-12 | Multi-Scale Heterogeneous Text-Attributed Graph Datasets From Diverse Domains | Yunhui Liu et.al. | 2412.08937 | translate | read | link |
| 2024-12-12 | Grothendieck Graph Neural Networks Framework: An Algebraic Platform for Crafting Topology-Aware GNNs | Amirreza Shiralinasab Langari et.al. | 2412.08835 | translate | read | link |
| 2024-12-11 | Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending against Poisoning Attacks | Ao Liu et.al. | 2412.08555 | translate | read | null |
| 2024-12-11 | Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks | Farooq Ahmad Wani et.al. | 2412.08419 | translate | read | null |
| 2024-12-12 | Rumor Detection on Social Media with Temporal Propagation Structure Optimization | Xingyu Peng et.al. | 2412.08316 | translate | read | null |
| 2024-12-11 | GDSG: Graph Diffusion-based Solution Generation for Optimization Problems in MEC Networks | Ruihuai Liang et.al. | 2412.08296 | translate | read | link |
| 2024-12-11 | DistrictNet: Decision-aware learning for geographical districting | Cheikh Ahmed et.al. | 2412.08287 | translate | read | link |
| 2024-12-11 | Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification | Xuanze Chen et.al. | 2412.08193 | translate | read | null |
| 2024-12-11 | Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? | Zihao Li et.al. | 2412.08174 | translate | read | link |
| 2024-12-11 | DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models | Haonan Yuan et.al. | 2412.08160 | translate | read | link |
| 2024-12-11 | Rapid Bayesian Seismic Tomography using Graph Mixture Density Networks | Xin Zhang et.al. | 2412.08080 | translate | read | null |
| 2024-12-11 | Cluster-Enhanced Federated Graph Neural Network for Recommendation | Haiyan Wang et.al. | 2412.08066 | translate | read | null |
| 2024-12-10 | Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks | Yanwei Yue et.al. | 2412.07605 | translate | read | null |
| 2024-12-10 | GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications | Sai Xu et.al. | 2412.07555 | translate | read | null |
| 2024-12-10 | Statistical Precoder Design in Multi-User Systems via Graph Neural Networks and Generative Modeling | Nurettin Turan et.al. | 2412.07519 | translate | read | null |
| 2024-12-10 | AHSG: Adversarial Attacks on High-level Semantics in Graph Neural Networks | Kai Yuan et.al. | 2412.07468 | translate | read | null |
| 2024-12-10 | Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings | Billy Joe Franks et.al. | 2412.07407 | translate | read | null |
| 2024-12-10 | Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks | Junwei Su et.al. | 2412.07273 | translate | read | null |
| 2024-12-10 | A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks | Biswadeep Chakraborty et.al. | 2412.07243 | translate | read | null |
| 2024-12-10 | Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective | Yushun Dong et.al. | 2412.07188 | translate | read | link |
| 2024-12-10 | Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems | Rui Li et.al. | 2412.07127 | translate | read | null |
| 2024-12-10 | Covered Forest: Fine-grained generalization analysis of graph neural networks | Antonis Vasileiou et.al. | 2412.07106 | translate | read | null |
| 2024-12-09 | 3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation | Harish Thangaraj et.al. | 2412.06743 | translate | read | null |
| 2024-12-09 | MISFEAT: Feature Selection for Subgroups with Systematic Missing Data | Bar Genossar et.al. | 2412.06711 | translate | read | null |
| 2024-12-09 | Cramér-Rao Bound Analysis and Beamforming Design for 3D Extended Target in ISAC: From Optimization to Learning Approaches | Yiqiu Wang et.al. | 2412.06353 | translate | read | null |
| 2024-12-09 | A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer’s Diseases | Zhepeng Wang et.al. | 2412.06212 | translate | read | null |
| 2024-12-09 | Deep Unfolding Beamforming and Power Control Designs for Multi-Port Matching Networks | Bokai Xu et.al. | 2412.06178 | translate | read | null |
| 2024-12-09 | Revisiting the Necessity of Graph Learning and Common Graph Benchmarks | Isay Katsman et.al. | 2412.06173 | translate | read | null |
| 2024-12-08 | Fully Distributed Online Training of Graph Neural Networks in Networked Systems | Rostyslav Olshevskyi et.al. | 2412.06105 | translate | read | null |
| 2024-12-08 | Understanding the Impact of Graph Reduction on Adversarial Robustness in Graph Neural Networks | Kerui Wu et.al. | 2412.05883 | translate | read | null |
| 2024-12-08 | Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks | Faqian Guan et.al. | 2412.05830 | translate | read | null |
| 2024-12-07 | Towards Robust Spatio-Temporal Auto-Regressive Prediction: Adams-Bashforth Time Integration with Adaptive Multi-Step Rollout | Sunwoong Yang et.al. | 2412.05657 | translate | read | null |
| 2024-12-06 | ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems | Yeqing Qiu et.al. | 2412.05146 | translate | read | null |
| 2024-12-06 | Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning | Cunda Wang et.al. | 2412.05028 | translate | read | link |
| 2024-12-06 | GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning | Rajesh Mangannavar et.al. | 2412.04752 | translate | read | null |
| 2024-12-06 | Code generation and runtime techniques for enabling data-efficient deep learning training on GPUs | Kun Wu et.al. | 2412.04747 | translate | read | null |
| 2024-12-05 | ProtBoost: protein function prediction with Py-Boost and Graph Neural Networks – CAFA5 top2 solution | Alexander Chervov et.al. | 2412.04529 | translate | read | null |
| 2024-12-05 | PDMD: Potential-free Data-driven Molecular Dynamics for Variable-sized Water Clusters | Hongyu Yan et.al. | 2412.04442 | translate | read | link |
| 2024-12-05 | Machine Theory of Mind for Autonomous Cyber-Defence | Luke Swaby et.al. | 2412.04367 | translate | read | null |
| 2024-12-05 | Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems | Yuwei Cao et.al. | 2412.04276 | translate | read | link |
| 2024-12-05 | Graph Neural Networks Need Cluster-Normalize-Activate Modules | Arseny Skryagin et.al. | 2412.04064 | translate | read | null |
| 2024-12-05 | Graph Disentangle Causal Model: Enhancing Causal Inference in Networked Observational Data | Binbin Hu et.al. | 2412.03913 | translate | read | null |
| 2024-12-05 | Training MLPs on Graphs without Supervision | Zehong Wang et.al. | 2412.03864 | translate | read | link |
| 2024-12-05 | Residual Hyperbolic Graph Convolution Networks | Yangkai Xue et.al. | 2412.03825 | translate | read | null |
| 2024-12-05 | Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review | Sofiane Ennadir et.al. | 2412.03783 | translate | read | null |
| 2024-12-04 | Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Ximing Wen et.al. | 2412.03761 | translate | read | null |
| 2024-12-04 | Explainable Malware Detection through Integrated Graph Reduction and Learning Techniques | Hesamodin Mohammadian et.al. | 2412.03634 | translate | read | null |
| 2024-12-04 | Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials | Alex Kutana et.al. | 2412.03541 | translate | read | null |
| 2024-12-04 | Contextual Data Integration for Bike-sharing Demand Prediction with Graph Neural Networks in Degraded Weather Conditions | Romain Rochas et.al. | 2412.03307 | translate | read | null |
| 2024-12-04 | Node Classification With Integrated Reject Option | Uday Bhaskar et.al. | 2412.03190 | translate | read | null |
| 2024-12-04 | Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction | Ivan Kralj et.al. | 2412.03188 | translate | read | null |
| 2024-12-04 | Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing | Wenyi Liu et.al. | 2412.03097 | translate | read | null |
| 2024-12-04 | A Graph Neural Network Approach to Dispersed Systems | Aref Hashemi et.al. | 2412.02967 | translate | read | null |
| 2024-12-03 | CuXASNet: Rapid and Accurate Prediction of Copper L-edge X-Ray Absorption Spectra Using Machine Learning | Samuel P. Gleason et.al. | 2412.02916 | translate | read | null |
| 2024-12-03 | Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention | Xiangyu Jiang et.al. | 2412.02839 | translate | read | null |
| 2024-12-03 | MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images | Aniruddha Ganguly et.al. | 2412.02601 | translate | read | null |
| 2024-12-03 | Mobile Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning: A Scalable Framework | Ziheng Liu et.al. | 2412.02581 | translate | read | null |
| 2024-12-03 | Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles | Reek Majumder et.al. | 2412.02539 | translate | read | null |
| 2024-12-03 | FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications | Jin Huang et.al. | 2412.02239 | translate | read | null |
| 2024-12-03 | An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Yaxin Liang et.al. | 2412.02211 | translate | read | null |
| 2024-12-03 | Generalizing Weisfeiler-Lehman Kernels to Subgraphs | Dongkwan Kim et.al. | 2412.02181 | translate | read | link |
| 2024-12-03 | Towards the efficacy of federated prediction for epidemics on networks | Chengpeng Fu et.al. | 2412.02161 | translate | read | null |
| 2024-12-03 | GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach | Kou Tian et.al. | 2412.02053 | translate | read | null |
| 2024-12-02 | FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders | Jinming Xing et.al. | 2412.01979 | translate | read | null |
| 2024-12-02 | From ChebNet to ChebGibbsNet | Jie Zhang et.al. | 2412.01789 | translate | read | link |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)