Graph Neural Networks - 2025-01
Graph Neural Networks - 2025-01
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-01-31 | LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks | Liudi Yang et.al. | 2501.19382 | translate | read | link |
| 2025-01-31 | RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domains | Sepehr Mousavi et.al. | 2501.19205 | translate | read | link |
| 2025-01-31 | Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration | Paul Fuchs et.al. | 2501.19179 | translate | read | null |
| 2025-01-31 | Learning the Hamiltonian Matrix of Large Atomic Systems | Chen Hao Xia et.al. | 2501.19110 | translate | read | null |
| 2025-01-31 | Understanding Oversmoothing in GNNs as Consensus in Opinion Dynamics | Keqin Wang et.al. | 2501.19089 | translate | read | null |
| 2025-01-31 | Improving vision-language alignment with graph spiking hybrid Networks | Siyu Zhang et.al. | 2501.19069 | translate | read | null |
| 2025-01-31 | Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks | Lars C. P. M. Quaedvlieg et.al. | 2501.19063 | translate | read | null |
| 2025-01-31 | Project-and-Fuse: Improving RGB-D Semantic Segmentation via Graph Convolution Networks | Xiaoyan Jiang et.al. | 2501.18851 | translate | read | null |
| 2025-01-30 | Navigating the Fragrance space Via Graph Generative Models And Predicting Odors | Mrityunjay Sharma et.al. | 2501.18777 | translate | read | link |
| 2025-01-30 | Node Classification and Search on the Rubik’s Cube Graph with GNNs | Alessandro Barro et.al. | 2501.18580 | translate | read | null |
| 2025-01-30 | MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability | Yan Sun et.al. | 2501.18439 | translate | read | null |
| 2025-01-30 | A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation | Àlex Solé et.al. | 2501.18369 | translate | read | link |
| 2025-01-30 | Contrastive Learning Meets Pseudo-label-assisted Mixup Augmentation: A Comprehensive Graph Representation Framework from Local to Global | Jinlu Wang et.al. | 2501.18357 | translate | read | null |
| 2025-01-30 | Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models | Wanlong Liu et.al. | 2501.18154 | translate | read | null |
| 2025-01-30 | ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks | Yiran Luo et.al. | 2501.18112 | translate | read | null |
| 2025-01-29 | STGCN-LSTM for Olympic Medal Prediction: Dynamic Power Modeling and Causal Policy Optimization | Yiquan Wang et.al. | 2501.17711 | translate | read | null |
| 2025-01-30 | Graph Neural Network Flavor Tagger and measurement of $\mathrm{sin}2β$ at Belle II | Petros Stavroulakis et.al. | 2501.17631 | translate | read | null |
| 2025-01-29 | RegionGCN: Spatial-Heterogeneity-Aware Graph Convolutional Networks | Hao Guo et.al. | 2501.17599 | translate | read | null |
| 2025-01-29 | Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models | Wooyoung Kim et.al. | 2501.17549 | translate | read | null |
| 2025-01-29 | Reqo: A Robust and Explainable Query Optimization Cost Model | Baoming Chang et.al. | 2501.17414 | translate | read | link |
| 2025-01-29 | A Geometric Perspective for High-Dimensional Multiplex Graphs | Kamel Abdous et.al. | 2501.17374 | translate | read | link |
| 2025-01-29 | Channel Estimation for XL-MIMO Systems with Decentralized Baseband Processing: Integrating Local Reconstruction with Global Refinement | Anzheng Tang et.al. | 2501.17059 | translate | read | null |
| 2025-01-28 | Few Edges Are Enough: Few-Shot Network Attack Detection with Graph Neural Networks | Tristan Bilot et.al. | 2501.16964 | translate | read | null |
| 2025-01-28 | Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks | Fabian Fumagalli et.al. | 2501.16944 | translate | read | null |
| 2025-01-28 | Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis | Yuxuan Chen et.al. | 2501.16787 | translate | read | null |
| 2025-01-28 | Hypergraph Diffusion for High-Order Recommender Systems | Darnbi Sakong et.al. | 2501.16722 | translate | read | null |
| 2025-01-28 | Data Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook | Jiawei Xue et.al. | 2501.16656 | translate | read | null |
| 2025-01-28 | Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting | Hongjin Song et.al. | 2501.16591 | translate | read | null |
| 2025-01-27 | Evaluating the Impact of Detector Design on Jet Flavor Tagging for Future Colliders | Dimitrios Ntounis et.al. | 2501.16584 | translate | read | null |
| 2025-01-27 | Graph Neural Network Based Hybrid Beamforming Design in Wideband Terahertz MIMO-OFDM Systems | Beier Li et.al. | 2501.16306 | translate | read | null |
| 2025-01-27 | From Molecules to Mixtures: Learning Representations of Olfactory Mixture Similarity using Inductive Biases | Gary Tom et.al. | 2501.16271 | translate | read | null |
| 2025-01-27 | ReFill: Reinforcement Learning for Fill-In Minimization | Elfarouk Harb et.al. | 2501.16130 | translate | read | null |
| 2025-01-27 | ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning | Xiang Wu et.al. | 2501.16002 | translate | read | null |
| 2025-01-27 | Multi-View Attention Syntactic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis | Xiang Huang et.al. | 2501.15968 | translate | read | link |
| 2025-01-27 | Adaptive AI-based Decentralized Resource Management in the Cloud-Edge Continuum | Lanpei Li et.al. | 2501.15802 | translate | read | null |
| 2025-01-27 | GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design | Yuanfu Sun et.al. | 2501.15755 | translate | read | null |
| 2025-01-26 | Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model | Chu Zhao et.al. | 2501.15555 | translate | read | null |
| 2025-01-26 | Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space | Xin He et.al. | 2501.15461 | translate | read | null |
| 2025-01-26 | An Aspect Performance-aware Hypergraph Neural Network for Review-based Recommendation | Junrui Liu et.al. | 2501.15429 | translate | read | null |
| 2025-01-24 | An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Ilya Orson Sandoval et.al. | 2501.14700 | translate | read | link |
| 2025-01-24 | On the Homophily of Heterogeneous Graphs: Understanding and Unleashing | Zhen Tao et.al. | 2501.14600 | translate | read | null |
| 2025-01-24 | Breaking the Pre-Planning Barrier: Real-Time Adaptive Coordination of Mission and Charging UAVs Using Graph Reinforcement Learning | Yuhan Hu et.al. | 2501.14488 | translate | read | null |
| 2025-01-24 | Convergence of gradient based training for linear Graph Neural Networks | Dhiraj Patel et.al. | 2501.14440 | translate | read | null |
| 2025-01-24 | Efficiently charting the space of mixed vacancy-ordered perovskites by machine-learning encoded atomic-site information | Fan Zhang et.al. | 2501.14384 | translate | read | null |
| 2025-01-24 | Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition | Tianzhi Feng et.al. | 2501.14246 | translate | read | null |
| 2025-01-24 | Top Ten Challenges Towards Agentic Neural Graph Databases | Jiaxin Bai et.al. | 2501.14224 | translate | read | null |
| 2025-01-24 | Tensor-Based Binary Graph Encoding for Variational Quantum Classifiers | Shiwen An et.al. | 2501.14185 | translate | read | null |
| 2025-01-23 | Graph Neural Controlled Differential Equations For Collaborative Filtering | Ke Xu et.al. | 2501.13908 | translate | read | link |
| 2025-01-23 | Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks | Lorenz Kummer et.al. | 2501.13776 | translate | read | null |
| 2025-01-23 | Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function | Maria-Florina Balcan et.al. | 2501.13734 | translate | read | null |
| 2025-01-23 | The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression | Pravin Pandey et.al. | 2501.13641 | translate | read | null |
| 2025-01-23 | VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming with Edge Computing | Qiang Hu et.al. | 2501.13630 | translate | read | null |
| 2025-01-23 | GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality | Zehao Liu et.al. | 2501.13493 | translate | read | null |
| 2025-01-23 | KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks | Taoran Fang et.al. | 2501.13456 | translate | read | link |
| 2025-01-22 | Less is More: Simple yet Effective Heuristic Community Detection with Graph Convolution Network | Hong Wang et.al. | 2501.12946 | translate | read | null |
| 2025-01-22 | HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks | Qiuyu Zhu et.al. | 2501.12857 | translate | read | null |
| 2025-01-22 | GRAMA: Adaptive Graph Autoregressive Moving Average Models | Moshe Eliasof et.al. | 2501.12732 | translate | read | null |
| 2025-01-22 | A Unified Invariant Learning Framework for Graph Classification | Yongduo Sui et.al. | 2501.12595 | translate | read | link |
| 2025-01-22 | FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling | Emir Ceyani et.al. | 2501.12592 | translate | read | null |
| 2025-01-21 | SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids | Aoxiang Ma et.al. | 2501.12427 | translate | read | null |
| 2025-01-21 | A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications | Eugenio Borzone et.al. | 2501.12309 | translate | read | null |
| 2025-01-21 | SVGS-DSGAT: An IoT-Enabled Innovation in Underwater Robotic Object Detection Technology | Dongli Wu et.al. | 2501.12169 | translate | read | null |
| 2025-01-21 | DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling | Hu Cui et.al. | 2501.12086 | translate | read | null |
| 2025-01-21 | Coarse-to-Fine Lightweight Meta-Embedding for ID-Based Recommendation | Yang Wang et.al. | 2501.11870 | translate | read | link |
| 2025-01-20 | Leveraging graph neural networks and mobility data for COVID-19 forecasting | Fernando H. O. Duarte et.al. | 2501.11711 | translate | read | null |
| 2025-01-20 | Graph Defense Diffusion Model | Xin He et.al. | 2501.11568 | translate | read | null |
| 2025-01-20 | Disentangled Modeling of Preferences and Social Influence for Group Recommendation | Guangze Ye et.al. | 2501.11342 | translate | read | null |
| 2025-01-20 | Advancing Multi-Party Dialogue Systems with Speaker-ware Contrastive Learning | Zhongtian Hu et.al. | 2501.11292 | translate | read | null |
| 2025-01-20 | Spatiotemporal Air Quality Mapping in Urban Areas Using Sparse Sensor Data, Satellite Imagery, Meteorological Factors, and Spatial Features | Osama Ahmad et.al. | 2501.11270 | translate | read | null |
| 2025-01-20 | Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models | Zhuangzhuang Yan et.al. | 2501.11247 | translate | read | null |
| 2025-01-17 | Spatio-temporal Graph Learning on Adaptive Mined Key Frames for High-performance Multi-Object Tracking | Futian Wang et.al. | 2501.10129 | translate | read | null |
| 2025-01-17 | Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks | Michael Schwingshackl et.al. | 2501.10080 | translate | read | link |
| 2025-01-17 | Virtual Nodes Improve Long-term Traffic Prediction | Xiaoyang Cao et.al. | 2501.10048 | translate | read | null |
| 2025-01-17 | Study on a Fast Solver for Combined Field Integral Equations of 3D Conducting Bodies Based on Graph Neural Networks | Tao Shan et.al. | 2501.09923 | translate | read | link |
| 2025-01-16 | BN-Pool: a Bayesian Nonparametric Approach to Graph Pooling | Daniele Castellana et.al. | 2501.09821 | translate | read | null |
| 2025-01-16 | Graph Neural Networks for Travel Distance Estimation and Route Recommendation Under Probabilistic Hazards | Tong Liu et.al. | 2501.09803 | translate | read | null |
| 2025-01-16 | Towards Robust and Realistic Human Pose Estimation via WiFi Signals | Yang Chen et.al. | 2501.09411 | translate | read | link |
| 2025-01-16 | Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning | Yan Li et.al. | 2501.09399 | translate | read | null |
| 2025-01-16 | First Experiments with Neural cvc5 | Jelle Piepenbrock et.al. | 2501.09379 | translate | read | link |
| 2025-01-15 | Enhancing Graph Representation Learning with Localized Topological Features | Zuoyu Yan et.al. | 2501.09178 | translate | read | link |
| 2025-01-15 | Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks | Tong Liu et.al. | 2501.09117 | translate | read | null |
| 2025-01-15 | Similarity-Quantized Relative Difference Learning for Improved Molecular Activity Prediction | Karina Zadorozhny et.al. | 2501.09103 | translate | read | null |
| 2025-01-15 | CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks | Krit Tangsongcharoen et.al. | 2501.08998 | translate | read | null |
| 2025-01-15 | Joint Detection and Decoding: A Graph Neural Network Approach | Jannis Clausius et.al. | 2501.08871 | translate | read | null |
| 2025-01-15 | MeshMask: Physics-Based Simulations with Masked Graph Neural Networks | Paul Garnier et.al. | 2501.08738 | translate | read | null |
| 2025-01-15 | GRAPPA – A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures | Marco Hoffmann et.al. | 2501.08729 | translate | read | null |
| 2025-01-15 | Normalize Then Propagate: Efficient Homophilous Regularization for Few-shot Semi-Supervised Node Classification | Baoming Zhang et.al. | 2501.08581 | translate | read | null |
| 2025-01-15 | OMEGA: A Low-Latency GNN Serving System for Large Graphs | Geon-Woo Kim et.al. | 2501.08547 | translate | read | null |
| 2025-01-14 | Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning | Jayadratha Gayen et.al. | 2501.08397 | translate | read | null |
| 2025-01-14 | Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification | Wennuo Yang et.al. | 2501.08305 | translate | read | link |
| 2025-01-14 | Combining imaging and shape features for prediction tasks of Alzheimer’s disease classification and brain age regression | Nairouz Shehata et.al. | 2501.07994 | translate | read | null |
| 2025-01-14 | QGHNN: A quantum graph Hamiltonian neural network | Wenxuan Wang et.al. | 2501.07986 | translate | read | null |
| 2025-01-13 | A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks | Sree Bhattacharyya et.al. | 2501.07746 | translate | read | null |
| 2025-01-13 | SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models | Fabien Bernier et.al. | 2501.07639 | translate | read | null |
| 2025-01-13 | Advancing Higgsino Searches by Integrating ML for Boosted Object Tagging and Event Selection | Rameswar Sahu et.al. | 2501.07491 | translate | read | null |
| 2025-01-13 | Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems | Vinay Sharma et.al. | 2501.07373 | translate | read | null |
| 2025-01-13 | Generalizable Graph Neural Networks for Robust Power Grid Topology Control | Matthijs de Jong et.al. | 2501.07186 | translate | read | null |
| 2025-01-13 | Knowledge Distillation and Enhanced Subdomain Adaptation Using Graph Convolutional Network for Resource-Constrained Bearing Fault Diagnosis | Mohammadreza Kavianpour et.al. | 2501.07173 | translate | read | null |
| 2025-01-13 | Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning | Zhong Peng et.al. | 2501.07114 | translate | read | null |
| 2025-01-13 | Graph Contrastive Learning on Multi-label Classification for Recommendations | Jiayang Wu et.al. | 2501.06985 | translate | read | null |
| 2025-01-12 | Improving Pain Classification using Spatio-Temporal Deep Learning Approaches with Facial Expressions | Aafaf Ridouan et.al. | 2501.06787 | translate | read | null |
| 2025-01-11 | Dual-Modality Representation Learning for Molecular Property Prediction | Anyin Zhao et.al. | 2501.06608 | translate | read | null |
| 2025-01-11 | On the Computational Capability of Graph Neural Networks: A Circuit Complexity Bound Perspective | Xiaoyu Li et.al. | 2501.06444 | translate | read | null |
| 2025-01-10 | Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials | Jonah Marks et.al. | 2501.06159 | translate | read | null |
| 2025-01-10 | DeltaGNN: Graph Neural Network with Information Flow Control | Kevin Mancini et.al. | 2501.06002 | translate | read | link |
| 2025-01-10 | Discovery of sustainable energy materials via the machine-learned material space | Malte Grunert et.al. | 2501.05903 | translate | read | null |
| 2025-01-10 | Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization | Pablo Loyola et.al. | 2501.05845 | translate | read | null |
| 2025-01-10 | Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data | Jiale Zhang et.al. | 2501.05835 | translate | read | null |
| 2025-01-10 | Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily Products | Van Thuy Hoang et.al. | 2501.05768 | translate | read | link |
| 2025-01-10 | TransPlace: Transferable Circuit Global Placement via Graph Neural Network | Yunbo Hou et.al. | 2501.05667 | translate | read | null |
| 2025-01-10 | Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications | Joe Eappen et.al. | 2501.05639 | translate | read | null |
| 2025-01-09 | Watermarking Graph Neural Networks via Explanations for Ownership Protection | Jane Downer et.al. | 2501.05614 | translate | read | null |
| 2025-01-09 | Quantum Simplicial Neural Networks | Simone Piperno et.al. | 2501.05558 | translate | read | null |
| 2025-01-09 | Discovery of Spin-Crossover Candidates with Equivariant Graph Neural Networks | Angel Albavera-Mata et.al. | 2501.05341 | translate | read | null |
| 2025-01-09 | Improving Skeleton-based Action Recognition with Interactive Object Information | Hao Wen et.al. | 2501.05066 | translate | read | link |
| 2025-01-09 | Vision Graph Non-Contrastive Learning for Audio Deepfake Detection with Limited Labels | Falih Gozi Febrinanto et.al. | 2501.04942 | translate | read | null |
| 2025-01-08 | Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors | J. Kvapil et.al. | 2501.04845 | translate | read | null |
| 2025-01-08 | Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification: Technical Report | Haipeng Ding et.al. | 2501.04570 | translate | read | null |
| 2025-01-09 | Dynamic Localisation of Spatial-Temporal Graph Neural Network | Wenying Duan et.al. | 2501.04239 | translate | read | null |
| 2025-01-08 | GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Raktim Kumar Mondol et.al. | 2501.04206 | translate | read | link |
| 2025-01-07 | KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion | Dong Hyun Jeon et.al. | 2501.04161 | translate | read | null |
| 2025-01-07 | GraphNeT 2.0 – A Deep Learning Library for Neutrino Telescopes | Rasmus F. Ørsøe et.al. | 2501.03817 | translate | read | null |
| 2025-01-07 | Image Segmentation: Inducing graph-based learning | Aryan Singh et.al. | 2501.03765 | translate | read | link |
| 2025-01-07 | Exploring Molecule Generation Using Latent Space Graph Diffusion | Prashanth Pombala et.al. | 2501.03696 | translate | read | link |
| 2025-01-07 | MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction | Mei Wu et.al. | 2501.03635 | translate | read | link |
| 2025-01-07 | Coupled Hierarchical Structure Learning using Tree-Wasserstein Distance | Ya-Wei Eileen Lin et.al. | 2501.03627 | translate | read | null |
| 2025-01-07 | Deep Learning for Pathological Speech: A Survey | Shakeel A. Sheikh et.al. | 2501.03536 | translate | read | null |
| 2025-01-07 | LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging | Shubhr Singh et.al. | 2501.03464 | translate | read | null |
| 2025-01-06 | Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection | Donatella Genovese et.al. | 2501.03432 | translate | read | null |
| 2025-01-07 | LightGNN: Simple Graph Neural Network for Recommendation | Guoxuan Chen et.al. | 2501.03228 | translate | read | link |
| 2025-01-06 | Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality | Joshua Southern et.al. | 2501.03113 | translate | read | null |
| 2025-01-06 | CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks | Atmane Ayoub Mansour Bahara et.al. | 2501.02981 | translate | read | null |
| 2025-01-06 | LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views | Ziyun Zou et.al. | 2501.02969 | translate | read | null |
| 2025-01-06 | DarkFarseer: Inductive Spatio-temporal Kriging via Hidden Style Enhancement and Sparsity-Noise Mitigation | Zhuoxuan Liang et.al. | 2501.02808 | translate | read | null |
| 2025-01-06 | GraphDART: Graph Distillation for Efficient Advanced Persistent Threat Detection | Saba Fathi Rabooki et.al. | 2501.02796 | translate | read | null |
| 2025-01-06 | Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training | Ting Wang et.al. | 2501.02767 | translate | read | link |
| 2025-01-06 | Are GNNs Effective for Multimodal Fault Diagnosis in Microservice Systems? | Fei Gao et.al. | 2501.02766 | translate | read | null |
| 2025-01-06 | Enhancing Robot Route Optimization in Smart Logistics with Transformer and GNN Integration | Hao Luo et.al. | 2501.02749 | translate | read | null |
| 2025-01-06 | OpenGU: A Comprehensive Benchmark for Graph Unlearning | Bowen Fan et.al. | 2501.02728 | translate | read | null |
| 2025-01-03 | MixGCN: Scalable GCN Training by Mixture of Parallelism and Mixture of Accelerators | Cheng Wan et.al. | 2501.01951 | translate | read | null |
| 2025-01-03 | A Probabilistic Model for Node Classification in Directed Graphs | Diego Huerta et.al. | 2501.01630 | translate | read | null |
| 2025-01-02 | HetGCoT-Rec: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Journal Recommendation | Runsong Jia et.al. | 2501.01203 | translate | read | null |
| 2025-01-02 | Leveraging Full Dependency Parsing Graph Information For Biomedical Event Extraction | Farshad Noravesh et.al. | 2501.01158 | translate | read | null |
| 2025-01-02 | Graph Generative Pre-trained Transformer | Xiaohui Chen et.al. | 2501.01073 | translate | read | link |
| 2025-01-01 | Spatial Temporal Attention based Target Vehicle Trajectory Prediction for Internet of Vehicles | Ouhan Huang et.al. | 2501.00890 | translate | read | null |
| 2025-01-01 | Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements | Haoyang Li et.al. | 2501.00773 | translate | read | null |
| 2025-01-01 | Avoiding Oversmoothing in Deep Graph Neural Networks: A Multiplicative Ergodic Analysis | Ziang Chen et.al. | 2501.00762 | translate | read | null |
| 2025-01-01 | FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting | Ben-Ao Dai et.al. | 2501.00756 | translate | read | null |
| 2025-01-01 | AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs | Mengran Li et.al. | 2501.00743 | translate | read | link |
| 2025-01-01 | KAN KAN Buff Signed Graph Neural Networks? | Muhieddine Shebaro et.al. | 2501.00709 | translate | read | null |
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