Graph Neural Networks - 2024-06
Graph Neural Networks - 2024-06
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-06-28 | Modeling the Real World with High-Density Visual Particle Dynamics | William F. Whitney et.al. | 2406.19800 | translate | read | null |
| 2024-06-28 | SPIRONet: Spatial-Frequency Learning and Topological Channel Interaction Network for Vessel Segmentation | De-Xing Huang et.al. | 2406.19749 | translate | read | link |
| 2024-06-27 | Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers | Jinsong Chen et.al. | 2406.19258 | translate | read | null |
| 2024-06-27 | NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification | Jinsong Chen et.al. | 2406.19249 | translate | read | null |
| 2024-06-27 | Improving the Expressiveness of $K$ -hop Message-Passing GNNs by Injecting Contextualized Substructure Information | Tianjun Yao et.al. | 2406.19244 | translate | read | link |
| 2024-06-27 | Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction | Kexin Zhang et.al. | 2406.19156 | translate | read | null |
| 2024-06-27 | YZS-model: A Predictive Model for Organic Drug Solubility Based on Graph Convolutional Networks and Transformer-Attention | Chenxu Wang et.al. | 2406.19136 | translate | read | link |
| 2024-06-27 | Constructing and Analyzing Different Density Graphs for Path Extrapolation in Wikipedia | Martha Sotiroudi et.al. | 2406.19039 | translate | read | null |
| 2024-06-27 | Federated Graph Semantic and Structural Learning | Wenke Huang et.al. | 2406.18937 | translate | read | link |
| 2024-06-27 | What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks | Yilun Zheng et.al. | 2406.18854 | translate | read | link |
| 2024-06-27 | Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition | Lan Chen et.al. | 2406.18845 | translate | read | link |
| 2024-06-26 | Cascading Large Language Models for Salient Event Graph Generation | Xingwei Tan et.al. | 2406.18449 | translate | read | null |
| 2024-06-26 | Graph Neural Networks for Emulation of Finite-Element Ice Dynamics in Greenland and Antarctic Ice Sheets | Younghyun Koo et.al. | 2406.18423 | translate | read | null |
| 2024-06-26 | KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning | Roman Bresson et.al. | 2406.18380 | translate | read | link |
| 2024-06-26 | Kolmogorov-Arnold Graph Neural Networks | Gianluca De Carlo et.al. | 2406.18354 | translate | read | null |
| 2024-06-26 | ContactNet: Geometric-Based Deep Learning Model for Predicting Protein-Protein Interactions | Matan Halfon et.al. | 2406.18314 | translate | read | null |
| 2024-06-25 | Efficient and Effective Implicit Dynamic Graph Neural Network | Yongjian Zhong et.al. | 2406.17894 | translate | read | null |
| 2024-06-25 | Compositional Models for Estimating Causal Effects | Purva Pruthi et.al. | 2406.17714 | translate | read | null |
| 2024-06-25 | HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction | Xi Xiao et.al. | 2406.17697 | translate | read | null |
| 2024-06-25 | Distributed Training of Large Graph Neural Networks with Variable Communication Rates | Juan Cervino et.al. | 2406.17611 | translate | read | null |
| 2024-06-25 | Preserving Node Distinctness in Graph Autoencoders via Similarity Distillation | Ge Chen et.al. | 2406.17517 | translate | read | null |
| 2024-06-25 | Generative Modelling of Structurally Constrained Graphs | Manuel Madeira et.al. | 2406.17341 | translate | read | null |
| 2024-06-25 | Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning | Tianfu Wang et.al. | 2406.17334 | translate | read | link |
| 2024-06-25 | Distance Recomputator and Topology Reconstructor for Graph Neural Networks | Dong Liu et.al. | 2406.17281 | translate | read | null |
| 2024-06-25 | TopoGCL: Topological Graph Contrastive Learning | Yuzhou Chen et.al. | 2406.17251 | translate | read | link |
| 2024-06-24 | Meta-GCN: A Dynamically Weighted Loss Minimization Method for Dealing with the Data Imbalance in Graph Neural Networks | Mahdi Mohammadizadeh et.al. | 2406.17073 | translate | read | null |
| 2024-06-24 | GC-Bench: A Benchmark Framework for Graph Condensation with New Insights | Shengbo Gong et.al. | 2406.16715 | translate | read | link |
| 2024-06-24 | Link Prediction with Untrained Message Passing Layers | Lisi Qarkaxhija et.al. | 2406.16687 | translate | read | null |
| 2024-06-24 | Ensemble-Embedding Graph Neural Network for Direct Prediction of Optical Spectra from Crystal Structure | Nguyen Tuan Hung et.al. | 2406.16654 | translate | read | null |
| 2024-06-24 | Feature Fusion for Human Activity Recognition using Parameter-Optimized Multi-Stage Graph Convolutional Network and Transformer Models | Mohammad Belal et.al. | 2406.16638 | translate | read | null |
| 2024-06-24 | Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs | Jan von Pichowski et.al. | 2406.16552 | translate | read | null |
| 2024-06-24 | Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification | Beini Xie et.al. | 2406.16357 | translate | read | null |
| 2024-06-24 | Multimodal Graph Benchmark | Jing Zhu et.al. | 2406.16321 | translate | read | link |
| 2024-06-24 | Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning | Zinan Zheng et.al. | 2406.16295 | translate | read | link |
| 2024-06-23 | F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data | Zexing Xu et.al. | 2406.16221 | translate | read | null |
| 2024-06-22 | Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning | Qiushuo Hou et.al. | 2406.15819 | translate | read | null |
| 2024-06-21 | Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network | Zesheng Liu et.al. | 2406.15299 | translate | read | null |
| 2024-06-21 | FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection | Austin Coursey et.al. | 2406.15283 | translate | read | null |
| 2024-06-21 | Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs | Steve Azzolin et.al. | 2406.15156 | translate | read | null |
| 2024-06-21 | Towards General Negotiation Strategies with End-to-End Reinforcement Learning | Bram M. Renting et.al. | 2406.15096 | translate | read | null |
| 2024-06-21 | Efficient Graph Similarity Computation with Alignment Regularization | Wei Zhuo et.al. | 2406.14929 | translate | read | null |
| 2024-06-21 | Graph Edge Representation via Tensor Product Graph Convolutional Representation | Bo Jiang et.al. | 2406.14846 | translate | read | null |
| 2024-06-20 | Relational Reasoning On Graphs Using Opinion Dynamics | Yulong Yang et.al. | 2406.14746 | translate | read | null |
| 2024-06-20 | Graph Representation Learning Strategies for Omics Data: A Case Study on Parkinson’s Disease | Elisa Gómez de Lope et.al. | 2406.14442 | translate | read | null |
| 2024-06-20 | Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations | Niklas Freymuth et.al. | 2406.14161 | translate | read | link |
| 2024-06-20 | Geometric Self-Supervised Pretraining on 3D Protein Structures using Subgraphs | Michail Chatzianastasis et.al. | 2406.14142 | translate | read | null |
| 2024-06-20 | Graph Neural Networks for Job Shop Scheduling Problems: A Survey | Igor G. Smit et.al. | 2406.14096 | translate | read | null |
| 2024-06-20 | HIGHT: Hierarchical Graph Tokenization for Graph-Language Alignment | Yongqiang Chen et.al. | 2406.14021 | translate | read | null |
| 2024-06-20 | Reducing Memory Contention and I/O Congestion for Disk-based GNN Training | Qisheng Jiang et.al. | 2406.13984 | translate | read | null |
| 2024-06-20 | Explainable AI Security: Exploring Robustness of Graph Neural Networks to Adversarial Attacks | Tao Wu et.al. | 2406.13920 | translate | read | null |
| 2024-06-19 | A Pure Transformer Pretraining Framework on Text-attributed Graphs | Yu Song et.al. | 2406.13873 | translate | read | link |
| 2024-06-19 | Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning | Danqing Wang et.al. | 2406.13869 | translate | read | link |
| 2024-06-19 | Evaluating representation learning on the protein structure universe | Arian R. Jamasb et.al. | 2406.13864 | translate | read | link |
| 2024-06-18 | Demystifying Higher-Order Graph Neural Networks | Maciej Besta et.al. | 2406.12841 | translate | read | null |
| 2024-06-18 | Influence Maximization via Graph Neural Bandits | Yuting Feng et.al. | 2406.12835 | translate | read | null |
| 2024-06-18 | Graph Neural Networks in Histopathology: Emerging Trends and Future Directions | Siemen Brussee et.al. | 2406.12808 | translate | read | null |
| 2024-06-18 | Research and Implementation of Data Enhancement Techniques for Graph Neural Networks | Jingzhao Gu et.al. | 2406.12640 | translate | read | null |
| 2024-06-18 | Bridging Local Details and Global Context in Text-Attributed Graphs | Yaoke Wang et.al. | 2406.12608 | translate | read | null |
| 2024-06-18 | The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs | Kun Wang et.al. | 2406.12539 | translate | read | link |
| 2024-06-18 | A data-centric approach for assessing progress of Graph Neural Networks | Tianqi Zhao et.al. | 2406.12439 | translate | read | link |
| 2024-06-18 | Federated Learning with Limited Node Labels | Bisheng Tang et.al. | 2406.12435 | translate | read | null |
| 2024-06-18 | SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting | Yue Jiang et.al. | 2406.12282 | translate | read | null |
| 2024-06-17 | Thermodynamic Transferability in Coarse-Grained Force Fields using Graph Neural Networks | Emily Shinkle et.al. | 2406.12112 | translate | read | null |
| 2024-06-17 | Composing Object Relations and Attributes for Image-Text Matching | Khoi Pham et.al. | 2406.11820 | translate | read | null |
| 2024-06-17 | Graph Neural Re-Ranking via Corpus Graph | Andrea Giuseppe Di Francesco et.al. | 2406.11720 | translate | read | null |
| 2024-06-17 | Scalable Expressiveness through Preprocessed Graph Perturbations | Danial Saber et.al. | 2406.11714 | translate | read | null |
| 2024-06-17 | On the Feasibility of Fidelity $^-$ for Graph Pruning | Yong-Min Shin et.al. | 2406.11504 | translate | read | null |
| 2024-06-17 | Attention-Based Deep Reinforcement Learning for Qubit Allocation in Modular Quantum Architectures | Enrico Russo et.al. | 2406.11452 | translate | read | null |
| 2024-06-17 | Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks | Peter Samoaa et.al. | 2406.11437 | translate | read | link |
| 2024-06-17 | Dredge Word, Social Media, and Webgraph Networks for Unreliable Website Classification and Identification | Evan M. Williams et.al. | 2406.11423 | translate | read | null |
| 2024-06-17 | DeFiGuard: A Price Manipulation Detection Service in DeFi using Graph Neural Networks | Dabao Wang et.al. | 2406.11157 | translate | read | null |
| 2024-06-16 | Graph Neural Reaction Diffusion Models | Moshe Eliasof et.al. | 2406.10871 | translate | read | null |
| 2024-06-16 | Global-Local Graph Neural Networks for Node-Classification | Moshe Eliasof et.al. | 2406.10863 | translate | read | null |
| 2024-06-14 | Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment | Yi-Jen Yang et.al. | 2406.10137 | translate | read | null |
| 2024-06-14 | Rule Based Learning with Dynamic (Graph) Neural Networks | Florian Seiffarth et.al. | 2406.09954 | translate | read | null |
| 2024-06-14 | Robustness-Inspired Defense Against Backdoor Attacks on Graph Neural Networks | Zhiwei Zhang et.al. | 2406.09836 | translate | read | null |
| 2024-06-14 | Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency | Ningyi Liao et.al. | 2406.09675 | translate | read | link |
| 2024-06-13 | Automated Molecular Concept Generation and Labeling with Large Language Models | Shichang Zhang et.al. | 2406.09612 | translate | read | null |
| 2024-06-13 | Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks | Aleksandar Pavlovic et.al. | 2406.09529 | translate | read | null |
| 2024-06-13 | Advancing Graph Generation through Beta Diffusion | Yilin He et.al. | 2406.09357 | translate | read | null |
| 2024-06-13 | On the Expressibility of the Reconstructional Color Refinement | V. Arvind et.al. | 2406.09351 | translate | read | null |
| 2024-06-13 | Scoreformer: A Surrogate Model For Large-Scale Prediction of Docking Scores | Álvaro Ciudad et.al. | 2406.09346 | translate | read | null |
| 2024-06-13 | Transformers meet Neural Algorithmic Reasoners | Wilfried Bounsi et.al. | 2406.09308 | translate | read | null |
| 2024-06-13 | A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening | Guy Bar-Shalom et.al. | 2406.09291 | translate | read | null |
| 2024-06-13 | ALPHAGMUT: A Rationale-Guided Alpha Shape Graph Neural Network to Evaluate Mutation Effects | Boshen Wang et.al. | 2406.09159 | translate | read | null |
| 2024-06-13 | OLGA: One-cLass Graph Autoencoder | M. P. S. Gôlo et.al. | 2406.09131 | translate | read | null |
| 2024-06-13 | Adaptive Temporal Motion Guided Graph Convolution Network for Micro-expression Recognition | Fengyuan Zhang et.al. | 2406.08997 | translate | read | null |
| 2024-06-13 | Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | Yuankai Luo et.al. | 2406.08993 | translate | read | link |
| 2024-06-13 | Self-supervised Graph Neural Network for Mechanical CAD Retrieval | Yuhan Quan et.al. | 2406.08863 | translate | read | null |
| 2024-06-12 | GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Yuhao Xu et.al. | 2406.08310 | translate | read | link |
| 2024-06-12 | Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks | Wenying Duan et.al. | 2406.08287 | translate | read | null |
| 2024-06-12 | Conformal Load Prediction with Transductive Graph Autoencoders | Rui Luo et.al. | 2406.08281 | translate | read | null |
| 2024-06-12 | Expressivity and Generalization: Fragment-Biases for Molecular GNNs | Tom Wollschläger et.al. | 2406.08210 | translate | read | null |
| 2024-06-12 | Balancing Molecular Information and Empirical Data in the Prediction of Physico-Chemical Properties | Johannes Zenn et.al. | 2406.08075 | translate | read | link |
| 2024-06-12 | Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction | Juzhen Zhang et.al. | 2406.07979 | translate | read | null |
| 2024-06-12 | How Interpretable Are Interpretable Graph Neural Networks? | Yongqiang Chen et.al. | 2406.07955 | translate | read | link |
| 2024-06-12 | Multi-Teacher Multi-Objective Meta-Learning for Zero-Shot Hyperspectral Band Selection | Jie Feng et.al. | 2406.07949 | translate | read | null |
| 2024-06-12 | Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks | Peizhi Niu et.al. | 2406.07917 | translate | read | null |
| 2024-06-11 | Graph Reasoning for Explainable Cold Start Recommendation | Jibril Frej et.al. | 2406.07420 | translate | read | null |
| 2024-06-11 | Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs | Kamil Jeziorek et.al. | 2406.07318 | translate | read | null |
| 2024-06-11 | Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective | De Li et.al. | 2406.07314 | translate | read | null |
| 2024-06-11 | Logical Distillation of Graph Neural Networks | Alexander Pluska et.al. | 2406.07126 | translate | read | link |
| 2024-06-11 | CHARME: A chain-based reinforcement learning approach for the minor embedding problem | Hoang M. Ngo et.al. | 2406.07124 | translate | read | null |
| 2024-06-11 | On the Hölder Stability of Multiset and Graph Neural Networks | Yair Davidson et.al. | 2406.06984 | translate | read | null |
| 2024-06-11 | Non-autoregressive Personalized Bundle Generation | Wenchuan Yang et.al. | 2406.06925 | translate | read | null |
| 2024-06-10 | An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing | Estefania Alfaro-Mejia et.al. | 2406.06742 | translate | read | null |
| 2024-06-10 | GKAN: Graph Kolmogorov-Arnold Networks | Mehrdad Kiamari et.al. | 2406.06470 | translate | read | null |
| 2024-06-10 | Spatiotemporal Graph Neural Network Modelling Perfusion MRI | Ruodan Yan et.al. | 2406.06434 | translate | read | null |
| 2024-06-10 | Explainable Graph Neural Networks Under Fire | Zhong Li et.al. | 2406.06417 | translate | read | null |
| 2024-06-10 | Learning Physical Simulation with Message Passing Transformer | Zeyi Xu et.al. | 2406.06060 | translate | read | null |
| 2024-06-10 | MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation | Alexandre Hayderi et.al. | 2406.05959 | translate | read | link |
| 2024-06-09 | Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs | Ziang Chen et.al. | 2406.05938 | translate | read | null |
| 2024-06-09 | Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models | Aidan Z. H. Yang et.al. | 2406.05892 | translate | read | null |
| 2024-06-09 | Scaling Graph Convolutions for Mobile Vision | William Avery et.al. | 2406.05850 | translate | read | link |
| 2024-06-09 | Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks | Bile Peng et.al. | 2406.05652 | translate | read | null |
| 2024-06-09 | What is my quantum computer good for? Quantum capability learning with physics-aware neural networks | Daniel Hothem et.al. | 2406.05636 | translate | read | null |
| 2024-06-07 | Large Generative Graph Models | Yu Wang et.al. | 2406.05109 | translate | read | null |
| 2024-06-07 | Online Frequency Scheduling by Learning Parallel Actions | Anastasios Giovanidis et.al. | 2406.05041 | translate | read | null |
| 2024-06-07 | SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training | Xizhi Gu et.al. | 2406.04938 | translate | read | link |
| 2024-06-07 | QAGCF: Graph Collaborative Filtering for Q&A Recommendation | Changshuo Zhang et.al. | 2406.04828 | translate | read | null |
| 2024-06-07 | Graph Mining under Data scarcity | Appan Rakaraddi et.al. | 2406.04825 | translate | read | null |
| 2024-06-07 | GENIE: Watermarking Graph Neural Networks for Link Prediction | Venkata Sai Pranav Bachina et.al. | 2406.04805 | translate | read | null |
| 2024-06-07 | Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network | Shirwan Piroti et.al. | 2406.04779 | translate | read | null |
| 2024-06-07 | Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks | Joel Oskarsson et.al. | 2406.04759 | translate | read | link |
| 2024-06-07 | Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning | Zheng Huang et.al. | 2406.04601 | translate | read | link |
| 2024-06-06 | GNNAnatomy: Systematic Generation and Evaluation of Multi-Level Explanations for Graph Neural Networks | Hsiao-Ying Lu et.al. | 2406.04548 | translate | read | null |
| 2024-06-06 | On the Expressive Power of Spectral Invariant Graph Neural Networks | Bohang Zhang et.al. | 2406.04336 | translate | read | link |
| 2024-06-07 | NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise | Zhonghao Wang et.al. | 2406.04299 | translate | read | link |
| 2024-06-06 | Transformers need glasses! Information over-squashing in language tasks | Federico Barbero et.al. | 2406.04267 | translate | read | null |
| 2024-06-06 | Multivector Neurons: Better and Faster O(n)-Equivariant Clifford Graph Neural Networks | Cong Liu et.al. | 2406.04052 | translate | read | link |
| 2024-06-06 | Energy-based Epistemic Uncertainty for Graph Neural Networks | Dominik Fuchsgruber et.al. | 2406.04043 | translate | read | null |
| 2024-06-06 | Exploiting Global Graph Homophily for Generalized Defense in Graph Neural Networks | Duanyu Li et.al. | 2406.03833 | translate | read | null |
| 2024-06-06 | BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning | Artem Zholus et.al. | 2406.03686 | translate | read | null |
| 2024-06-06 | PANDA: Expanded Width-Aware Message Passing Beyond Rewiring | Jeongwhan Choi et.al. | 2406.03671 | translate | read | null |
| 2024-06-05 | Decision-focused Graph Neural Networks for Combinatorial Optimization | Yang Liu et.al. | 2406.03647 | translate | read | null |
| 2024-06-05 | Equivariant Graph Neural Networks for Prediction of Tensor Material Properties of Crystals | Alex Heilman et.al. | 2406.03563 | translate | read | null |
| 2024-06-05 | Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach | Haoyu Han et.al. | 2406.03464 | translate | read | null |
| 2024-06-05 | Learning Long Range Dependencies on Graphs via Random Walks | Dexiong Chen et.al. | 2406.03386 | translate | read | link |
| 2024-06-05 | Using GNN property predictors as molecule generators | Félix Therrien et.al. | 2406.03278 | translate | read | null |
| 2024-06-06 | Generating Explanations for Cellular Neural Networks | Akshit Sinha et.al. | 2406.03253 | translate | read | null |
| 2024-06-05 | Graph Neural Network Explanations are Fragile | Jiate Li et.al. | 2406.03193 | translate | read | null |
| 2024-06-05 | Topological Neural Networks go Persistent, Equivariant, and Continuous | Yogesh Verma et.al. | 2406.03164 | translate | read | null |
| 2024-06-05 | Aligning Transformers with Weisfeiler-Leman | Luis Müller et.al. | 2406.03148 | translate | read | link |
| 2024-06-05 | E(n) Equivariant Message Passing Cellular Networks | Veljko Kovac et.al. | 2406.03145 | translate | read | null |
| 2024-06-05 | A Data and Model-Driven Deep Learning Approach to Robust Downlink Beamforming Optimization | Kai Liang et.al. | 2406.03098 | translate | read | null |
| 2024-06-05 | Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs | Shuqi He et.al. | 2406.03097 | translate | read | null |
| 2024-06-04 | XRec: Large Language Models for Explainable Recommendation | Qiyao Ma et.al. | 2406.02377 | translate | read | link |
| 2024-06-04 | Temporal Graph Rewiring with Expander Graphs | Katarina Petrović et.al. | 2406.02362 | translate | read | link |
| 2024-06-04 | AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation | Peiyu Liang et.al. | 2406.02348 | translate | read | null |
| 2024-06-04 | Graph Neural Networks Do Not Always Oversmooth | Bastian Epping et.al. | 2406.02269 | translate | read | null |
| 2024-06-04 | DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment | Gongpei Zhao et.al. | 2406.02040 | translate | read | null |
| 2024-06-04 | Multimodal Reasoning with Multimodal Knowledge Graph | Junlin Lee et.al. | 2406.02030 | translate | read | null |
| 2024-06-04 | Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction | Jangseop Park et.al. | 2406.01996 | translate | read | null |
| 2024-06-04 | PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming | Bingheng Li et.al. | 2406.01908 | translate | read | null |
| 2024-06-03 | In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs | Grzegorz Kaszuba et.al. | 2406.01808 | translate | read | null |
| 2024-06-03 | AIFS - ECMWF’s data-driven forecasting system | Simon Lang et.al. | 2406.01465 | translate | read | null |
| 2024-06-03 | Graph External Attention Enhanced Transformer | Jianqing Liang et.al. | 2405.21061 | translate | read | link |
| 2024-06-03 | GraphAny: A Foundation Model for Node Classification on Any Graph | Jianan Zhao et.al. | 2405.20445 | translate | read | link |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)