Graph Neural Networks - 2024-09
Graph Neural Networks - 2024-09
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-09-30 | geom2vec: pretrained GNNs as geometric featurizers for conformational dynamics | Zihan Pengmei et.al. | 2409.19838 | translate | read | link |
| 2024-09-29 | Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning | Shreyas Muthusamy et.al. | 2409.19829 | translate | read | null |
| 2024-09-29 | A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends | Yucheng Wang et.al. | 2409.19629 | translate | read | null |
| 2024-09-29 | DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling | K. Mancini et.al. | 2409.19616 | translate | read | link |
| 2024-09-29 | MASKDROID: Robust Android Malware Detection with Masked Graph Representations | Jingnan Zheng et.al. | 2409.19594 | translate | read | link |
| 2024-09-29 | One Node Per User: Node-Level Federated Learning for Graph Neural Networks | Zhidong Gao et.al. | 2409.19513 | translate | read | null |
| 2024-09-28 | Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks | Mitchell Keren Taraday et.al. | 2409.19414 | translate | read | null |
| 2024-09-27 | TwinCL: A Twin Graph Contrastive Learning Model for Collaborative Filtering | Chengkai Liu et.al. | 2409.19169 | translate | read | link |
| 2024-09-27 | Enhancing Robustness of Graph Neural Networks through p-Laplacian | Anuj Kumar Sirohi et.al. | 2409.19096 | translate | read | null |
| 2024-09-27 | Positional Encoder Graph Quantile Neural Networks for Geographic Data | William E. R. de Amorim et.al. | 2409.18865 | translate | read | null |
| 2024-09-27 | HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation | Joseph Cotnareanu et.al. | 2409.18778 | translate | read | null |
| 2024-09-27 | Geometric deep learning for galaxy-halo connection: a case study for galaxy intrinsic alignments | Yesukhei Jagvaral et.al. | 2409.18761 | translate | read | null |
| 2024-09-27 | A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning | Swadhin Das et.al. | 2409.18467 | translate | read | null |
| 2024-09-27 | Latent Representation Learning for Multimodal Brain Activity Translation | Arman Afrasiyabi et.al. | 2409.18462 | translate | read | null |
| 2024-09-27 | Review of Digital Asset Development with Graph Neural Network Unlearning | Zara Lisbon et.al. | 2409.18455 | translate | read | null |
| 2024-09-26 | Causality-based Subject and Task Fingerprints using fMRI Time-series Data | Dachuan Song et.al. | 2409.18298 | translate | read | null |
| 2024-09-26 | Learning Beamforming in Cell-Free Massive MIMO ISAC Systems | Umut Demirhan et.al. | 2409.18237 | translate | read | null |
| 2024-09-26 | Spatiotemporal Learning on Cell-embedded Graphs | Yuan Mi et.al. | 2409.18013 | translate | read | null |
| 2024-09-26 | Supra-Laplacian Encoding for Transformer on Dynamic Graphs | Yannis Karmim et.al. | 2409.17986 | translate | read | null |
| 2024-09-26 | Modeling the Popularity of Events on Web by Sparsity and Mutual-Excitation Guided Graph Neural Network | Jiaxin Deng et.al. | 2409.17678 | translate | read | null |
| 2024-09-26 | Hand-object reconstruction via interaction-aware graph attention mechanism | Taeyun Woo et.al. | 2409.17629 | translate | read | null |
| 2024-09-26 | Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs | Pavel Procházka et.al. | 2409.17628 | translate | read | null |
| 2024-09-26 | Neural P $^3$ M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs | Yusong Wang et.al. | 2409.17622 | translate | read | null |
| 2024-09-26 | Heterogeneous Hyper-Graph Neural Networks for Context-aware Human Activity Recognition | Wen Ge et.al. | 2409.17483 | translate | read | null |
| 2024-09-26 | On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks | Jiong Zhu et.al. | 2409.17475 | translate | read | null |
| 2024-09-25 | Predictive Covert Communication Against Multi-UAV Surveillance Using Graph Koopman Autoencoder | Sivaram Krishnan et.al. | 2409.17048 | translate | read | null |
| 2024-09-25 | Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning | Zhe-Rui Yang et.al. | 2409.16684 | translate | read | null |
| 2024-09-25 | A Prompting-Based Representation Learning Method for Recommendation with Large Language Models | Junyi Chen et.al. | 2409.16674 | translate | read | null |
| 2024-09-25 | GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning | Zhe-Rui Yang et.al. | 2409.16670 | translate | read | null |
| 2024-09-25 | Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract) | Yuchen Li et.al. | 2409.16590 | translate | read | null |
| 2024-09-25 | Graph Pruning Based Spatial and Temporal Graph Convolutional Network with Transfer Learning for Traffic Prediction | Zihao Jing et.al. | 2409.16532 | translate | read | null |
| 2024-09-24 | AUGUR, A flexible and efficient optimization algorithm for identification of optimal adsorption sites | Ioannis Kouroudis et.al. | 2409.16204 | translate | read | null |
| 2024-09-24 | Symmetries and Expressive Requirements for Learning General Policies | Dominik Drexler et.al. | 2409.15892 | translate | read | null |
| 2024-09-24 | MGNN: Moment Graph Neural Network for Universal Molecular Potentials | Jian Chang et.al. | 2409.15800 | translate | read | null |
| 2024-09-24 | GraphGI:A GNN Explanation Method using Game Interaction | Xingping Xian et.al. | 2409.15698 | translate | read | null |
| 2024-09-24 | Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting | Wenbo Yan et.al. | 2409.15662 | translate | read | null |
| 2024-09-23 | MotifDisco: Motif Causal Discovery For Time Series Motifs | Josephine Lamp et.al. | 2409.15219 | translate | read | null |
| 2024-09-23 | MSARS: A Meta-Learning and Reinforcement Learning Framework for SLO Resource Allocation and Adaptive Scaling for Microservices | Kan Hu et.al. | 2409.14953 | translate | read | null |
| 2024-09-23 | FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale | Zeyu Zhu et.al. | 2409.14939 | translate | read | link |
| 2024-09-22 | TabGraphs: A Benchmark and Strong Baselines for Learning on Graphs with Tabular Features | Gleb Bazhenov et.al. | 2409.14500 | translate | read | null |
| 2024-09-21 | IPF-HMGNN: A novel integrative prediction framework for metro passenger flow | Wenbo Lu et.al. | 2409.14104 | translate | read | null |
| 2024-09-18 | Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes | Marco Montagna et.al. | 2409.12033 | translate | read | null |
| 2024-09-18 | Metric-Semantic Factor Graph Generation based on Graph Neural Networks | Jose Andres Millan-Romera et.al. | 2409.11972 | translate | read | null |
| 2024-09-18 | Multi-Grid Graph Neural Networks with Self-Attention for Computational Mechanics | Paul Garnier et.al. | 2409.11899 | translate | read | link |
| 2024-09-18 | Edge-Based Graph Component Pooling | T. Snelleman et.al. | 2409.11856 | translate | read | null |
| 2024-09-18 | Graph Neural Network-State Predictive Information Bottleneck (GNN-SPIB) approach for learning molecular thermodynamics and kinetics | Ziyue Zou et.al. | 2409.11843 | translate | read | null |
| 2024-09-18 | World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography | Rudolf L. M. van Herten et.al. | 2409.11837 | translate | read | null |
| 2024-09-18 | GUNet: A Graph Convolutional Network United Diffusion Model for Stable and Diversity Pose Generation | Shuowen Liang et.al. | 2409.11689 | translate | read | link |
| 2024-09-18 | PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities | Daniel Zilberg et.al. | 2409.11618 | translate | read | null |
| 2024-09-17 | A Property Encoder for Graph Neural Networks | Anwar Said et.al. | 2409.11554 | translate | read | null |
| 2024-09-17 | Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph | Andreas Roth et.al. | 2409.11504 | translate | read | null |
| 2024-09-17 | Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks | Edgar Heinert et.al. | 2409.11373 | translate | read | null |
| 2024-09-17 | High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics | Aditya Humnabadkar et.al. | 2409.11206 | translate | read | null |
| 2024-09-17 | MI-HGNN: Morphology-Informed Heterogeneous Graph Neural Network for Legged Robot Contact Perception | Daniel Butterfield et.al. | 2409.11146 | translate | read | link |
| 2024-09-17 | Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study | Nikolai Merkel et.al. | 2409.11129 | translate | read | link |
| 2024-09-17 | GINTRIP: Interpretable Temporal Graph Regression using Information bottleneck and Prototype-based method | Ali Royat et.al. | 2409.10996 | translate | read | null |
| 2024-09-17 | Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification | Jiaxing Xu et.al. | 2409.10944 | translate | read | link |
| 2024-09-17 | Spatio-Temporal-Network Point Processes for Modeling Crime Events with Landmarks | Zheng Dong et.al. | 2409.10882 | translate | read | null |
| 2024-09-16 | Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Quang-Ha Ngo et.al. | 2409.10792 | translate | read | null |
| 2024-09-16 | Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings | Nikolaos Nakis et.al. | 2409.10452 | translate | read | null |
| 2024-09-16 | Uncovering the Mechanism of Hepatotoxiciy of PFAS Targeting L-FABP Using GCN and Computational Modeling | Lucas Jividen et.al. | 2409.10370 | translate | read | null |
| 2024-09-16 | Hyperedge Modeling in Hypergraph Neural Networks by using Densest Overlapping Subgraphs | Mehrad Soltani et.al. | 2409.10340 | translate | read | null |
| 2024-09-16 | Deep Graph Anomaly Detection: A Survey and New Perspectives | Hezhe Qiao et.al. | 2409.09957 | translate | read | link |
| 2024-09-17 | Mobility-GNN: a human mobility-based graph neural network for tracking and analyzing the spatial dynamics of the synthetic opioid crisis in the USA, 2013-2020 | Zhiyue Xia et.al. | 2409.09945 | translate | read | null |
| 2024-09-16 | Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties | Shaswat Mohanty et.al. | 2409.09931 | translate | read | null |
| 2024-09-15 | Dynamic Fraud Detection: Integrating Reinforcement Learning into Graph Neural Networks | Yuxin Dong et.al. | 2409.09892 | translate | read | null |
| 2024-09-15 | Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning | Qincheng Lu et.al. | 2409.09888 | translate | read | null |
| 2024-09-15 | Predicting building types and functions at transnational scale | Jonas Fill et.al. | 2409.09692 | translate | read | null |
| 2024-09-14 | Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks | Victor Eeckhout et.al. | 2409.09466 | translate | read | null |
| 2024-09-13 | SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks | Dingyi Zhuang et.al. | 2409.08766 | translate | read | null |
| 2024-09-13 | Redesigning graph filter-based GNNs to relax the homophily assumption | Samuel Rey et.al. | 2409.08676 | translate | read | null |
| 2024-09-13 | Sybil Detection using Graph Neural Networks | Stuart Heeb et.al. | 2409.08631 | translate | read | null |
| 2024-09-13 | Molecular Graph Representation Learning via Structural Similarity Information | Chengyu Yao et.al. | 2409.08580 | translate | read | link |
| 2024-09-13 | Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal Inference in Networks | Xiaojing Du et.al. | 2409.08544 | translate | read | null |
| 2024-09-13 | ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model | Zezheng Qin et.al. | 2409.08543 | translate | read | null |
| 2024-09-13 | An Efficient Privacy-aware Split Learning Framework for Satellite Communications | Jianfei Sun et.al. | 2409.08538 | translate | read | null |
| 2024-09-12 | Learning incomplete factorization preconditioners for GMRES | Paul Häusner et.al. | 2409.08262 | translate | read | link |
| 2024-09-12 | CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs | Davide Buffelli et.al. | 2409.08217 | translate | read | null |
| 2024-09-12 | Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video | Boxiang Rong et.al. | 2409.08189 | translate | read | null |
| 2024-09-12 | Hierarchical Symbolic Pop Music Generation with Graph Neural Networks | Wen Qing Lim et.al. | 2409.08155 | translate | read | null |
| 2024-09-12 | Heterogeneous Sheaf Neural Networks | Luke Braithwaite et.al. | 2409.08036 | translate | read | null |
| 2024-09-12 | Edge-Wise Graph-Instructed Neural Networks | Francesco Della Santa et.al. | 2409.08023 | translate | read | null |
| 2024-09-12 | Data-efficient multi-fidelity training for high-fidelity machine learning interatomic potentials | Jaesun Kim et.al. | 2409.07947 | translate | read | null |
| 2024-09-12 | Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks | Zhifeng Hu et.al. | 2409.07911 | translate | read | null |
| 2024-09-12 | Graph Neural Networks for Parkinsons Disease Detection | Shakeel A. Sheikh et.al. | 2409.07884 | translate | read | null |
| 2024-09-12 | Efficient Learning of Balanced Signed Graphs via Iterative Linear Programming | Haruki Yokota et.al. | 2409.07794 | translate | read | null |
| 2024-09-11 | Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code | Khiem Ton et.al. | 2409.07368 | translate | read | null |
| 2024-09-11 | Descriptors-free Collective Variables From Geometric Graph Neural Networks | Jintu Zhang et.al. | 2409.07339 | translate | read | null |
| 2024-09-11 | Recurrent Aggregators in Neural Algorithmic Reasoning | Kaijia Xu et.al. | 2409.07154 | translate | read | null |
| 2024-09-11 | Learning Personalized Scoping for Graph Neural Networks under Heterophily | Gangda Deng et.al. | 2409.06998 | translate | read | null |
| 2024-09-10 | Generative Hierarchical Materials Search | Sherry Yang et.al. | 2409.06762 | translate | read | null |
| 2024-09-10 | EasyST: A Simple Framework for Spatio-Temporal Prediction | Jiabin Tang et.al. | 2409.06748 | translate | read | null |
| 2024-09-10 | Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks | Debjyoti Mondal et.al. | 2409.06589 | translate | read | null |
| 2024-09-10 | Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks | Arnaud Deza et.al. | 2409.06559 | translate | read | null |
| 2024-09-10 | Neural Laplacian Operator for 3D Point Clouds | Bo Pang et.al. | 2409.06506 | translate | read | null |
| 2024-09-10 | LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs | Siqing Li et.al. | 2409.06323 | translate | read | null |
| 2024-09-10 | MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder | Peng Wang et.al. | 2409.06163 | translate | read | null |
| 2024-09-10 | Testing CP properties of the Higgs boson coupling to $τ$ leptons with heterogeneous graphs | W. Esmail et.al. | 2409.06132 | translate | read | null |
| 2024-09-09 | Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity | Dongyue Li et.al. | 2409.06091 | translate | read | link |
| 2024-09-09 | Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Stathis Megas et.al. | 2409.05804 | translate | read | null |
| 2024-09-09 | Are Heterophily-Specific GNNs and Homophily Metrics Really Effective? Evaluation Pitfalls and New Benchmarks | Sitao Luan et.al. | 2409.05755 | translate | read | null |
| 2024-09-09 | Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation | Bowen Zheng et.al. | 2409.05633 | translate | read | null |
| 2024-09-09 | Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting | Lirong Wu et.al. | 2409.05573 | translate | read | null |
| 2024-09-09 | Retrofitting Temporal Graph Neural Networks with Transformer | Qiang Huang et.al. | 2409.05477 | translate | read | link |
| 2024-09-09 | Leveraging Computation of Expectation Models for Commonsense Affordance Estimation on 3D Scene Graphs | Mario Alberto Valdes Saucedo et.al. | 2409.05392 | translate | read | null |
| 2024-09-09 | Graffin: Stand for Tails in Imbalanced Node Classification | Xiaorui Qi et.al. | 2409.05339 | translate | read | null |
| 2024-09-09 | Fitting Skeletal Models via Graph-based Learning | Nicolás Gaggion et.al. | 2409.05311 | translate | read | null |
| 2024-09-09 | Investigating Material Interface Diffusion Phenomena through Graph Neural Networks in Applied Materials | Zirui Zhao et.al. | 2409.05306 | translate | read | null |
| 2024-09-08 | Generalization of Geometric Graph Neural Networks | Zhiyang Wang et.al. | 2409.05191 | translate | read | null |
| 2024-09-06 | Accelerating Training with Neuron Interaction and Nowcasting Networks | Boris Knyazev et.al. | 2409.04434 | translate | read | link |
| 2024-09-06 | GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding | Ziyin Zhang et.al. | 2409.04183 | translate | read | link |
| 2024-09-06 | CUQ-GNN: Committee-based Graph Uncertainty Quantification using Posterior Networks | Clemens Damke et.al. | 2409.04159 | translate | read | null |
| 2024-09-05 | Characterizing Massive Activations of Attention Mechanism in Graph Neural Networks | Lorenzo Bini et.al. | 2409.03463 | translate | read | link |
| 2024-09-05 | Efficient prediction of potential energy surface and physical properties with Kolmogorov-Arnold Networks | Rui Wang et.al. | 2409.03430 | translate | read | null |
| 2024-09-04 | Random sampling of permutations through quantum circuits | Bibhas Adhikari et.al. | 2409.03018 | translate | read | null |
| 2024-09-04 | Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations | Zhicheng Ren et.al. | 2409.02965 | translate | read | null |
| 2024-09-04 | Regional data-driven weather modeling with a global stretched-grid | Thomas Nils Nipen et.al. | 2409.02891 | translate | read | null |
| 2024-09-04 | Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach | Shujing Li et.al. | 2409.02728 | translate | read | null |
| 2024-09-04 | Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification | Junyoung Lee et.al. | 2409.02481 | translate | read | null |
| 2024-09-03 | A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia | Zijian Chen et.al. | 2409.02303 | translate | read | null |
| 2024-09-03 | Accelerating Graph Neural Networks with a Novel Matrix Compression Format | João N. F. Alves et.al. | 2409.02208 | translate | read | null |
| 2024-09-03 | Optimal Power Grid Operations with Foundation Models | Alban Puech et.al. | 2409.02148 | translate | read | null |
| 2024-09-03 | A Modern Take on Visual Relationship Reasoning for Grasp Planning | Paolo Rabino et.al. | 2409.02035 | translate | read | null |
| 2024-09-03 | Learning Resilient Formation Control of Drones with Graph Attention Network | Jiaping Xiao et.al. | 2409.01953 | translate | read | null |
| 2024-09-03 | Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images | Wenlin Li et.al. | 2409.01781 | translate | read | link |
| 2024-09-05 | Stacked ensemble-based mutagenicity prediction model using multiple modalities with graph attention network | Tanya Liyaqat et.al. | 2409.01731 | translate | read | link |
| 2024-09-03 | Controllable Edge-Type-Specific Interpretation in Multi-Relational Graph Neural Networks for Drug Response Prediction | Xiaodi Li et.al. | 2408.17129 | translate | read | link |
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