Graph Neural Networks - 2024-05
Graph Neural Networks - 2024-05
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-05-31 | Sheaf HyperNetworks for Personalized Federated Learning | Bao Nguyen et.al. | 2405.20882 | translate | read | null |
| 2024-05-31 | SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation | Yuxi Liu et.al. | 2405.20878 | translate | read | link |
| 2024-05-31 | Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs | Langzhang Liang et.al. | 2405.20652 | translate | read | null |
| 2024-05-31 | Heterophilous Distribution Propagation for Graph Neural Networks | Zhuonan Zheng et.al. | 2405.20640 | translate | read | null |
| 2024-05-31 | Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning | Kaicheng Fu et.al. | 2405.20600 | translate | read | null |
| 2024-05-31 | Towards a General GNN Framework for Combinatorial Optimization | Frederik Wenkel et.al. | 2405.20543 | translate | read | null |
| 2024-05-30 | Flexible SE(2) graph neural networks with applications to PDE surrogates | Maria Bånkestad et.al. | 2405.20287 | translate | read | link |
| 2024-05-30 | GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | Costas Mavromatis et.al. | 2405.20139 | translate | read | link |
| 2024-05-30 | Chemical Space-Informed Machine Learning Models for Rapid Predictions of X-ray Photoelectron Spectra of Organic Molecules | Susmita Tripathy et.al. | 2405.20033 | translate | read | null |
| 2024-05-30 | FlexiDrop: Theoretical Insights and Practical Advances in Random Dropout Method on GNNs | Zhiheng Zhou et.al. | 2405.20012 | translate | read | link |
| 2024-05-30 | Combining physics-informed graph neural network and finite difference for solving forward and inverse spatiotemporal PDEs | Hao Zhang et.al. | 2405.20000 | translate | read | null |
| 2024-05-30 | GasTrace: Detecting Sandwich Attack Malicious Accounts in Ethereum | Zekai Liu et.al. | 2405.19971 | translate | read | null |
| 2024-05-30 | Learning Latent Graph Structures and their Uncertainty | Alessandro Manenti et.al. | 2405.19933 | translate | read | null |
| 2024-05-30 | Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic Segmentation | Jiahui Xu et.al. | 2405.19799 | translate | read | null |
| 2024-05-30 | GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis | Boming Zhao et.al. | 2405.19745 | translate | read | null |
| 2024-05-30 | MGCP: A Multi-Grained Correlation based Prediction Network for Multivariate Time Series | Zhicheng Chen et.al. | 2405.19661 | translate | read | null |
| 2024-05-29 | Valid Conformal Prediction for Dynamic GNNs | Ed Davis et.al. | 2405.19230 | translate | read | null |
| 2024-05-29 | Spatio-Spectral Graph Neural Networks | Simon Geisler et.al. | 2405.19121 | translate | read | null |
| 2024-05-29 | Can Graph Learning Improve Task Planning? | Xixi Wu et.al. | 2405.19119 | translate | read | null |
| 2024-05-29 | Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification | Xindi Wang et.al. | 2405.19084 | translate | read | null |
| 2024-05-29 | SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic Graphs | Lanting Fang et.al. | 2405.19062 | translate | read | link |
| 2024-05-29 | Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations | Zongbao Zhang et.al. | 2405.19053 | translate | read | null |
| 2024-05-29 | CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge | Yuxi Han et.al. | 2405.19033 | translate | read | null |
| 2024-05-29 | SynerGraph: An Integrated Graph Convolution Network for Multimodal Recommendation | Mert Burabak et.al. | 2405.19031 | translate | read | null |
| 2024-05-29 | LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification | Yufei Zhaoa et.al. | 2405.18933 | translate | read | link |
| 2024-05-29 | Inverse Design of Promising Alloys for Electrocatalytic CO $_2$ Reduction via Generative Graph Neural Networks Combined with Bird Swarm Algorithm | Zhilong Song et.al. | 2405.18891 | translate | read | null |
| 2024-05-28 | Don’t Forget to Connect! Improving RAG with Graph-based Reranking | Jialin Dong et.al. | 2405.18414 | translate | read | null |
| 2024-05-28 | A Vlogger-augmented Graph Neural Network Model for Micro-video Recommendation | Weijiang Lai et.al. | 2405.18260 | translate | read | null |
| 2024-05-28 | Graph Coarsening with Message-Passing Guarantees | Antonin Joly et.al. | 2405.18127 | translate | read | null |
| 2024-05-28 | ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks | Wanlin Cai et.al. | 2405.18036 | translate | read | null |
| 2024-05-28 | Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation | Shanshan Wang et.al. | 2405.17774 | translate | read | null |
| 2024-05-28 | Revisiting the Message Passing in Heterophilous Graph Neural Networks | Zhuonan Zheng et.al. | 2405.17768 | translate | read | null |
| 2024-05-28 | Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective | Nan Li et.al. | 2405.17746 | translate | read | null |
| 2024-05-27 | Spectral Greedy Coresets for Graph Neural Networks | Mucong Ding et.al. | 2405.17404 | translate | read | null |
| 2024-05-27 | Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding | Niloofar Azizi et.al. | 2405.17397 | translate | read | null |
| 2024-05-27 | Probabilistic Graph Rewiring via Virtual Nodes | Chendi Qian et.al. | 2405.17311 | translate | read | null |
| 2024-05-27 | Survey of Graph Neural Network for Internet of Things and NextG Networks | Sabarish Krishna Moorthy et.al. | 2405.17309 | translate | read | null |
| 2024-05-27 | R-ODE: Ricci Curvature Tells When You Will be Informed | Li Sun et.al. | 2405.17282 | translate | read | null |
| 2024-05-27 | Your decision path does matter in pre-training industrial recommenders with multi-source behaviors | Chunjing Gan et.al. | 2405.17132 | translate | read | null |
| 2024-05-27 | Graph Neural Networks on Quantum Computers | Yidong Liao et.al. | 2405.17060 | translate | read | null |
| 2024-05-27 | FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks | Renqiang Luo et.al. | 2405.17034 | translate | read | null |
| 2024-05-27 | Graph Condensation for Open-World Graph Learning | Xinyi Gao et.al. | 2405.17003 | translate | read | null |
| 2024-05-26 | Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification | Jiachen Chen et.al. | 2405.16672 | translate | read | null |
| 2024-05-24 | Rethinking Independent Cross-Entropy Loss For Graph-Structured Data | Rui Miao et.al. | 2405.15564 | translate | read | null |
| 2024-05-24 | Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers | Vladislav Trifonov et.al. | 2405.15557 | translate | read | null |
| 2024-05-24 | SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing | Haoxuan Yuan et.al. | 2405.15542 | translate | read | null |
| 2024-05-24 | E(n) Equivariant Topological Neural Networks | Claudio Battiloro et.al. | 2405.15429 | translate | read | null |
| 2024-05-24 | DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback | Yiqing Wu et.al. | 2405.15280 | translate | read | null |
| 2024-05-24 | Cardinality Estimation on Hyper-relational Knowledge Graphs | Fei Teng et.al. | 2405.15231 | translate | read | null |
| 2024-05-24 | AGS-GNN: Attribute-guided Sampling for Graph Neural Networks | Siddhartha Shankar Das et.al. | 2405.15218 | translate | read | null |
| 2024-05-24 | TrojanForge: Adversarial Hardware Trojan Examples with Reinforcement Learning | Amin Sarihi et.al. | 2405.15184 | translate | read | null |
| 2024-05-23 | Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks | T. Konstantin Rusch et.al. | 2405.15059 | translate | read | null |
| 2024-05-23 | Analysis of Atom-level pretraining with QM data for Graph Neural Networks Molecular property models | Jose Arjona-Medina et.al. | 2405.14837 | translate | read | null |
| 2024-05-23 | Development of a Gaussian Approximation Potential to Study Structure and Thermodynamics of Nickel Nanoclusters | Suvo Banik et.al. | 2405.14683 | translate | read | null |
| 2024-05-23 | Logical Characterizations of Recurrent Graph Neural Networks with Reals and Floats | Veeti Ahvonen et.al. | 2405.14606 | translate | read | null |
| 2024-05-23 | Gradient Transformation: Towards Efficient and Model-Agnostic Unlearning for Dynamic Graph Neural Networks | He Zhang et.al. | 2405.14407 | translate | read | null |
| 2024-05-23 | Explaining Graph Neural Networks via Structure-aware Interaction Index | Ngoc Bui et.al. | 2405.14352 | translate | read | null |
| 2024-05-23 | AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation | Weigang Lu et.al. | 2405.14307 | translate | read | null |
| 2024-05-23 | Similarity-Navigated Conformal Prediction for Graph Neural Networks | Jianqing Song et.al. | 2405.14303 | translate | read | null |
| 2024-05-23 | Graphcode: Learning from multiparameter persistent homology using graph neural networks | Michael Kerber et.al. | 2405.14302 | translate | read | null |
| 2024-05-23 | Graph Sparsification via Mixture of Graphs | Guibin Zhang et.al. | 2405.14260 | translate | read | null |
| 2024-05-23 | Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations | Zhixiong Jin et.al. | 2405.14257 | translate | read | null |
| 2024-05-21 | Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics | Liming Wu et.al. | 2405.12868 | translate | read | null |
| 2024-05-21 | Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks | Dominik Köhler et.al. | 2405.12654 | translate | read | null |
| 2024-05-21 | Unleash Graph Neural Networks from Heavy Tuning | Lequan Lin et.al. | 2405.12521 | translate | read | null |
| 2024-05-21 | MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation | Zhaoning Yu et.al. | 2405.12519 | translate | read | null |
| 2024-05-21 | How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing | Keke Huang et.al. | 2405.12474 | translate | read | link |
| 2024-05-21 | Prompt-Enhanced Spatio-Temporal Graph Transfer Learning | Junfeng Hu et.al. | 2405.12452 | translate | read | null |
| 2024-05-20 | Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks | Marcin Podhajski et.al. | 2405.12295 | translate | read | null |
| 2024-05-20 | Conditional Shift-Robust Conformal Prediction for Graph Neural Network | S. Akansha et.al. | 2405.11968 | translate | read | null |
| 2024-05-20 | CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation | Yanran Tang et.al. | 2405.11791 | translate | read | link |
| 2024-05-19 | Knowledge Graph Pruning for Recommendation | Fake Lin et.al. | 2405.11531 | translate | read | null |
| 2024-05-19 | CTGNN: Crystal Transformer Graph Neural Network for Crystal Material Property Prediction | Zijian Du et.al. | 2405.11502 | translate | read | null |
| 2024-05-18 | Hierarchical Reinforcement Learning Empowered Task Offloading in V2I Networks | Xinyu You et.al. | 2405.11352 | translate | read | null |
| 2024-05-18 | Detecting Complex Multi-step Attacks with Explainable Graph Neural Network | Wei Liu et.al. | 2405.11335 | translate | read | null |
| 2024-05-18 | GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing | Chengqing Yu et.al. | 2405.11333 | translate | read | link |
| 2024-05-18 | SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection | Yingguang Yang et.al. | 2405.11225 | translate | read | link |
| 2024-05-18 | Towards Knowledge-Infused Automated Disease Diagnosis Assistant | Mohit Tomar et.al. | 2405.11181 | translate | read | link |
| 2024-05-17 | GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection | Zhanguang Zhang et.al. | 2405.11024 | translate | read | null |
| 2024-05-17 | Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective | Zhiwei Zhang et.al. | 2405.10757 | translate | read | null |
| 2024-05-17 | Hi-GMAE: Hierarchical Graph Masked Autoencoders | Chuang Liu et.al. | 2405.10642 | translate | read | link |
| 2024-05-17 | Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks | Rongrong Ma et.al. | 2405.10633 | translate | read | null |
| 2024-05-17 | CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection | Sirry Chen et.al. | 2405.10558 | translate | read | null |
| 2024-05-17 | Multi-Evidence based Fact Verification via A Confidential Graph Neural Network | Yuqing Lan et.al. | 2405.10481 | translate | read | null |
| 2024-05-16 | Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement | Hongwei Jin et.al. | 2405.10389 | translate | read | null |
| 2024-05-16 | ENADPool: The Edge-Node Attention-based Differentiable Pooling for Graph Neural Networks | Zhehan Zhao et.al. | 2405.10218 | translate | read | null |
| 2024-05-16 | Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level | Chenlong Zhao et.al. | 2405.10202 | translate | read | link |
| 2024-05-16 | Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention | Tobias Demmler et.al. | 2405.10134 | translate | read | null |
| 2024-05-16 | Integrating Uncertainty-Aware Human Motion Prediction into Graph-Based Manipulator Motion Planning | Wansong Liu et.al. | 2405.09779 | translate | read | null |
| 2024-05-15 | Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining | Sameer Khanna et.al. | 2405.09594 | translate | read | null |
| 2024-05-15 | ContourCraft: Learning to Resolve Intersections in Neural Multi-Garment Simulations | Artur Grigorev et.al. | 2405.09522 | translate | read | null |
| 2024-05-15 | Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for Predicting Landmine Areas | Flavio Cirillo et.al. | 2405.09444 | translate | read | null |
| 2024-05-15 | Learning Coarse-Grained Dynamics on Graph | Yin Yu et.al. | 2405.09324 | translate | read | null |
| 2024-05-15 | Graph Neural Network based Handwritten Trajectories Recognition | Anuj Sharma et.al. | 2405.09247 | translate | read | null |
| 2024-05-15 | SMUG-Explain: A Framework for Symbolic Music Graph Explanations | Emmanouil Karystinaios et.al. | 2405.09241 | translate | read | link |
| 2024-05-15 | Unraveling impacts of polycrystalline microstructures on ionic conductivity of ceramic electrolytes by computational homogenization and machine learning | Xiang-Long Peng et.al. | 2405.09227 | translate | read | null |
| 2024-05-15 | StateGuard: Detecting State Derailment Defects in Decentralized Exchange Smart Contract | Zongwei Li et.al. | 2405.09181 | translate | read | null |
| 2024-05-15 | Enhancing Function Name Prediction using Votes-Based Name Tokenization and Multi-Task Learning | Xiaoling Zhang et.al. | 2405.09112 | translate | read | null |
| 2024-05-15 | Deep Learning in Earthquake Engineering: A Comprehensive Review | Yazhou Xie et.al. | 2405.09021 | translate | read | null |
| 2024-05-14 | Certifying Robustness of Graph Convolutional Networks for Node Perturbation with Polyhedra Abstract Interpretation | Boqi Chen et.al. | 2405.08645 | translate | read | null |
| 2024-05-14 | Chemical-motif characterization of short-range order with E(3)-equivariant graph neural networks | Killian Sheriff et.al. | 2405.08628 | translate | read | null |
| 2024-05-14 | Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks | Hyeju Shin et.al. | 2405.08473 | translate | read | null |
| 2024-05-14 | DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting | Qinshuo Liu et.al. | 2405.08440 | translate | read | null |
| 2024-05-13 | Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation | Shamminuj Aktar et.al. | 2405.08100 | translate | read | null |
| 2024-05-13 | KG-Planner: Knowledge-Informed Graph Neural Planning for Collaborative Manipulators | Wansong Liu et.al. | 2405.07962 | translate | read | null |
| 2024-05-13 | Discovery of highly anisotropic dielectric crystals with equivariant graph neural networks | Yuchen Lou et.al. | 2405.07915 | translate | read | null |
| 2024-05-13 | All Nodes are created Not Equal: Node-Specific Layer Aggregation and Filtration for GNN | Shilong Wang et.al. | 2405.07892 | translate | read | null |
| 2024-05-13 | Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization | Georg Kruse et.al. | 2405.07790 | translate | read | null |
| 2024-05-13 | PLA-SGCN: Protein-Ligand Binding Affinity Prediction by Integrating Similar Pairs and Semi-supervised Graph Convolutional Network | Karim Abbasi et.al. | 2405.07452 | translate | read | null |
| 2024-05-12 | Graph neural networks for power grid operational risk assessment under evolving grid topology | Yadong Zhang et.al. | 2405.07343 | translate | read | null |
| 2024-05-12 | 3D Hand Mesh Recovery from Monocular RGB in Camera Space | Haonan Li et.al. | 2405.07167 | translate | read | null |
| 2024-05-12 | Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting | Abishek Sriramulu et.al. | 2405.07117 | translate | read | null |
| 2024-05-11 | Fair Graph Representation Learning via Sensitive Attribute Disentanglement | Yuchang Zhu et.al. | 2405.07011 | translate | read | link |
| 2024-05-11 | GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts | Sofia Casarin et.al. | 2405.06994 | translate | read | null |
| 2024-05-10 | Decomposing weather forecasting into advection and convection with neural networks | Mengxuan Chen et.al. | 2405.06590 | translate | read | null |
| 2024-05-10 | Scalable Property Valuation Models via Graph-based Deep Learning | Enrique Riveros et.al. | 2405.06553 | translate | read | null |
| 2024-05-10 | Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learning | Yili Wang et.al. | 2405.06522 | translate | read | link |
| 2024-05-10 | PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning | Jaejun Lee et.al. | 2405.06418 | translate | read | null |
| 2024-05-10 | A Multi-Channel Spatial-Temporal Transformer Model for Traffic Flow Forecasting | Jianli Xiao et.al. | 2405.06266 | translate | read | null |
| 2024-05-10 | Disttack: Graph Adversarial Attacks Toward Distributed GNN Training | Yuxiang Zhang et.al. | 2405.06247 | translate | read | link |
| 2024-05-09 | UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks | Kovvuri Sai Gopal Reddy et.al. | 2405.06057 | translate | read | link |
| 2024-05-09 | Deploying Graph Neural Networks in Wireless Networks: A Link Stability Viewpoint | Jun Li et.al. | 2405.05802 | translate | read | null |
| 2024-05-09 | Link Stealing Attacks Against Inductive Graph Neural Networks | Yixin Wu et.al. | 2405.05784 | translate | read | link |
| 2024-05-09 | G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning | Ruiting Dai et.al. | 2405.05616 | translate | read | null |
| 2024-05-08 | DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training | Renjie Liu et.al. | 2405.05231 | translate | read | null |
| 2024-05-08 | Hybrid Quantum Graph Neural Network for Molecular Property Prediction | Michael Vitz et.al. | 2405.05205 | translate | read | null |
| 2024-05-08 | AI-based Dynamic Schedule Calculation in Time Sensitive Networks using GCN-TD3 | Syed Tasnimul Islam et.al. | 2405.05019 | translate | read | null |
| 2024-05-08 | Dual-domain Collaborative Denoising for Social Recommendation | Wenjie Chen et.al. | 2405.04942 | translate | read | null |
| 2024-05-08 | Empowering Wireless Networks with Artificial Intelligence Generated Graph | Jiacheng Wang et.al. | 2405.04907 | translate | read | null |
| 2024-05-08 | Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks | Rongrong Ma et.al. | 2405.04903 | translate | read | null |
| 2024-05-08 | A Novel Technique for Query Plan Representation Based on Graph Neural Networks | Baoming Chang et.al. | 2405.04814 | translate | read | null |
| 2024-05-08 | Hypergraph-enhanced Dual Semi-supervised Graph Classification | Wei Ju et.al. | 2405.04773 | translate | read | null |
| 2024-05-08 | Conditional Local Feature Encoding for Graph Neural Networks | Yongze Wang et.al. | 2405.04755 | translate | read | null |
| 2024-05-07 | Exploration of Novel Neuromorphic Methodologies for Materials Applications | Derek Gobin et.al. | 2405.04478 | translate | read | null |
| 2024-05-07 | A fully differentiable GNN-based PDE Solver: With Applications to Poisson and Navier-Stokes Equations | Tianyu Li et.al. | 2405.04466 | translate | read | link |
| 2024-05-07 | Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks | Gabriele Immordino et.al. | 2405.04396 | translate | read | null |
| 2024-05-07 | Parallelized Multi-Agent Bayesian Optimization in Lava | Shay Snyder et.al. | 2405.04387 | translate | read | null |
| 2024-05-07 | Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction | Zhihao Wen et.al. | 2405.04336 | translate | read | null |
| 2024-05-07 | Breast Histopathology Image Retrieval by Attention-based Adversarially Regularized Variational Graph Autoencoder with Contrastive Learning-Based Feature Extraction | Nematollah Saeidi et.al. | 2405.04211 | translate | read | null |
| 2024-05-07 | Acceleration Algorithms in GNNs: A Survey | Lu Ma et.al. | 2405.04114 | translate | read | link |
| 2024-05-07 | Adaptive Least Mean pth Power Graph Neural Networks | Changran Peng et.al. | 2405.04111 | translate | read | null |
| 2024-05-07 | Binarized Simplicial Convolutional Neural Networks | Yi Yan et.al. | 2405.04098 | translate | read | null |
| 2024-05-07 | Structured Click Control in Transformer-based Interactive Segmentation | Long Xu et.al. | 2405.04009 | translate | read | link |
| 2024-05-06 | AtomGPT: Atomistic Generative Pre-trained Transformer for Forward and Inverse Materials Design | Kamal Choudhary et.al. | 2405.03680 | translate | read | null |
| 2024-05-06 | Generated Contents Enrichment | Mahdi Naseri et.al. | 2405.03650 | translate | read | null |
| 2024-05-06 | Reinforcement Nash Equilibrium Solver | Xinrun Wang et.al. | 2405.03518 | translate | read | null |
| 2024-05-06 | AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers | Wenhao Zhu et.al. | 2405.03481 | translate | read | null |
| 2024-05-06 | A method for quantifying the generalization capabilities of generative models for solving Ising models | Qunlong Ma et.al. | 2405.03435 | translate | read | null |
| 2024-05-06 | E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classification | Xin Zhang et.al. | 2405.03401 | translate | read | null |
| 2024-05-06 | Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction | Giuseppe Costantino et.al. | 2405.03320 | translate | read | null |
| 2024-05-06 | Coefficient Decomposition for Spectral Graph Convolution | Feng Huang et.al. | 2405.03296 | translate | read | null |
| 2024-05-07 | Automatic Assessment of Dysarthria Using Audio-visual Vowel Graph Attention Network | Xiaokang Liu et.al. | 2405.03254 | translate | read | null |
| 2024-05-06 | Active Sensing for Multiuser Beam Tracking with Reconfigurable Intelligent Surface | Han Han et.al. | 2405.03129 | translate | read | null |
| 2024-05-03 | CatTSunami: Accelerating Transition State Energy Calculations with Pre-trained Graph Neural Networks | Brook Wander et.al. | 2405.02078 | translate | read | null |
| 2024-05-03 | Graph Neural Network based Active and Passive Beamforming for Distributed STAR-RIS-Assisted Multi-User MISO Systems | Ha An Le et.al. | 2405.01979 | translate | read | null |
| 2024-05-03 | Conservative semi-lagrangian finite difference scheme for transport simulations using graph neural networks | Yongsheng Chen et.al. | 2405.01938 | translate | read | null |
| 2024-05-03 | SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network | Ziang Zhou et.al. | 2405.01927 | translate | read | link |
| 2024-05-02 | EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time | Shengyao Lu et.al. | 2405.01762 | translate | read | link |
| 2024-05-02 | ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks | Yufei Jin et.al. | 2405.01663 | translate | read | null |
| 2024-05-02 | GTX: A Transactional Graph Data System For HTAP Workloads | Libin Zhou et.al. | 2405.01448 | translate | read | null |
| 2024-05-02 | The Importance of Model Inspection for Better Understanding Performance Characteristics of Graph Neural Networks | Nairouz Shehata et.al. | 2405.01270 | translate | read | link |
| 2024-05-02 | MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving | Haicheng Liao et.al. | 2405.01266 | translate | read | null |
| 2024-05-02 | Learning-to-solve unit commitment based on few-shot physics-guided spatial-temporal graph convolution network | Mei Yang et.al. | 2405.01200 | translate | read | null |
| 2024-05-02 | IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors | Shenghe Zheng et.al. | 2405.00957 | translate | read | null |
| 2024-05-01 | Solving Maxwell’s equations with Non-Trainable Graph Neural Network Message Passing | Stefanos Bakirtzis et.al. | 2405.00814 | translate | read | null |
| 2024-05-01 | Discovering robust biomarkers of neurological disorders from functional MRI using graph neural networks: A Review | Yi Hao Chan et.al. | 2405.00577 | translate | read | null |
| 2024-05-01 | WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting | Theodoros Theodoropoulos et.al. | 2405.00570 | translate | read | null |
| 2024-05-01 | A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges | ZhengZhao Feng et.al. | 2405.00476 | translate | read | null |
| 2024-05-01 | Message-Passing Interatomic Potentials Learn Non-Local Electrostatic Interactions | Sungwoo Kang et.al. | 2405.00290 | translate | read | null |
| 2024-05-01 | The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset | Claudio Bellei et.al. | 2404.19109 | translate | read | null |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)