Graph Neural Networks - 2025-07
Graph Neural Networks - 2025-07
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-07-23 | From Atoms to Dynamics: Learning the Committor Without Collective Variables | Sergio Contreras Arredondo et.al. | 2507.17700 | translate | read | null |
| 2025-07-23 | Towards Effective Open-set Graph Class-incremental Learning | Jiazhen Chen et.al. | 2507.17687 | translate | read | null |
| 2025-07-23 | Graph Neural Network Approach to Predicting Magnetization in Quasi-One-Dimensional Ising Systems | V. Slavin et.al. | 2507.17509 | translate | read | null |
| 2025-07-23 | HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery | Haoran Jiang et.al. | 2507.17209 | translate | read | null |
| 2025-07-22 | Transformer Based Building Boundary Reconstruction using Attraction Field Maps | Muhammad Kamran et.al. | 2507.17038 | translate | read | null |
| 2025-07-22 | PyG 2.0: Scalable Learning on Real World Graphs | Matthias Fey et.al. | 2507.16991 | translate | read | null |
| 2025-07-22 | Deep Unfolding Network for Nonlinear Multi-Frequency Electrical Impedance Tomography | Giovanni S. Alberti et.al. | 2507.16678 | translate | read | null |
| 2025-07-22 | Explainable Vulnerability Detection in C/C++ Using Edge-Aware Graph Attention Networks | Radowanul Haque et.al. | 2507.16540 | translate | read | null |
| 2025-07-22 | Knowledge-aware Diffusion-Enhanced Multimedia Recommendation | Xian Mo et.al. | 2507.16396 | translate | read | null |
| 2025-07-22 | ApproxGNN: A Pretrained GNN for Parameter Prediction in Design Space Exploration for Approximate Computing | Ondrej Vlcek et.al. | 2507.16379 | translate | read | null |
| 2025-07-22 | Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks | Yumeng Wang et.al. | 2507.16347 | translate | read | null |
| 2025-07-22 | LLM-Enhanced Reranking for Complementary Product Recommendation | Zekun Xu et.al. | 2507.16237 | translate | read | null |
| 2025-07-21 | Fast Task Planning with Neuro-Symbolic Relaxation | Qiwei Du et.al. | 2507.15975 | translate | read | null |
| 2025-07-21 | MSGM: A Multi-Scale Spatiotemporal Graph Mamba for EEG Emotion Recognition | Hanwen Liu et.al. | 2507.15914 | translate | read | null |
| 2025-07-21 | Graph Attention Specialized Expert Fusion Model for Node Classification: Based on Cora and Pubmed Datasets | Zihang Ma et.al. | 2507.15784 | translate | read | null |
| 2025-07-21 | Predictive Process Monitoring Using Object-centric Graph Embeddings | Wissam Gherissi et.al. | 2507.15411 | translate | read | null |
| 2025-07-21 | Hypergraph modelling of wave scattering to speed-up material design | Kunwoo Park et.al. | 2507.15329 | translate | read | null |
| 2025-07-21 | Spatio-Temporal Demand Prediction for Food Delivery Using Attention-Driven Graph Neural Networks | Rabia Latief Bhat et.al. | 2507.15246 | translate | read | null |
| 2025-07-21 | Long-Short Distance Graph Neural Networks and Improved Curriculum Learning for Emotion Recognition in Conversation | Xinran Li et.al. | 2507.15205 | translate | read | link |
| 2025-07-22 | Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning | Anwar Said et.al. | 2507.15195 | translate | read | null |
| 2025-07-20 | Can We Move Freely in NEOM’s The Line? An Agent-Based Simulation of Human Mobility in a Futuristic Smart City | Abderaouf Bahi et.al. | 2507.15143 | translate | read | null |
| 2025-07-20 | Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings | Szymon Mazurek et.al. | 2507.15118 | translate | read | null |
| 2025-07-20 | Semantic-Aware Representation Learning for Multi-label Image Classification | Ren-Dong Xie et.al. | 2507.14918 | translate | read | null |
| 2025-07-19 | Exp-Graph: How Connections Learn Facial Attributes in Graph-based Expression Recognition | Nandani Sharma et.al. | 2507.14608 | translate | read | null |
| 2025-07-18 | Toward Practical Fluid Antenna Systems: Co-Optimizing Hardware and Software for Port Selection and Beamforming | Sai Xu et.al. | 2507.14035 | translate | read | null |
| 2025-07-18 | Structural Connectome Harmonization Using Deep Learning: The Strength of Graph Neural Networks | Jagruti Patel et.al. | 2507.13992 | translate | read | null |
| 2025-07-18 | Robust Anomaly Detection with Graph Neural Networks using Controllability | Yifan Wei et.al. | 2507.13954 | translate | read | null |
| 2025-07-18 | When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction | Haoyang Li et.al. | 2507.13825 | translate | read | null |
| 2025-07-18 | Efficient and Scalable Self-Healing Databases Using Meta-Learning and Dependency-Driven Recovery | Joydeep Chandra et.al. | 2507.13757 | translate | read | null |
| 2025-07-18 | SamGoG: A Sampling-Based Graph-of-Graphs Framework for Imbalanced Graph Classification | Shangyou Wang et.al. | 2507.13741 | translate | read | null |
| 2025-07-18 | Learning Deformable Body Interactions With Adaptive Spatial Tokenization | Hao Wang et.al. | 2507.13707 | translate | read | null |
| 2025-07-18 | Binarizing Physics-Inspired GNNs for Combinatorial Optimization | Martin Krutský et.al. | 2507.13703 | translate | read | null |
| 2025-07-18 | Tri-Learn Graph Fusion Network for Attributed Graph Clustering | Binxiong Li et.al. | 2507.13620 | translate | read | null |
| 2025-07-17 | Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection | Vijay K. Dubey et.al. | 2507.13459 | translate | read | null |
| 2025-07-17 | A Spectral Interpretation of Redundancy in a Graph Reservoir | Anna Bison et.al. | 2507.12963 | translate | read | null |
| 2025-07-17 | Multi-Channel Graph Neural Network for Financial Risk Prediction of NEEQ Enterprises | Jianyu Zhu et.al. | 2507.12787 | translate | read | null |
| 2025-07-16 | MS-DGCNN++: A Multi-Scale Fusion Dynamic Graph Neural Network with Biological Knowledge Integration for LiDAR Tree Species Classification | Said Ohamouddou et.al. | 2507.12602 | translate | read | null |
| 2025-07-16 | Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases | Md. Tanvir Alam et.al. | 2507.12562 | translate | read | null |
| 2025-07-16 | Traffic-Aware Pedestrian Intention Prediction | Fahimeh Orvati Nia et.al. | 2507.12433 | translate | read | null |
| 2025-07-16 | Heat Kernel Goes Topological | Maximilian Krahn et.al. | 2507.12380 | translate | read | null |
| 2025-07-17 | Catching Bid-rigging Cartels with Graph Attention Neural Networks | David Imhof et.al. | 2507.12369 | translate | read | null |
| 2025-07-16 | Can LLMs Find Fraudsters? Multi-level LLM Enhanced Graph Fraud Detection | Tairan Huang et.al. | 2507.11997 | translate | read | null |
| 2025-07-15 | Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks | Maxwell Nakos et.al. | 2507.11774 | translate | read | null |
| 2025-07-15 | A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction | Yuehua Song et.al. | 2507.11757 | translate | read | null |
| 2025-07-15 | Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning | Shiyu Chen et.al. | 2507.11732 | translate | read | null |
| 2025-07-15 | Subgraph Generation for Generalizing on Out-of-Distribution Links | Jay Revolinsky et.al. | 2507.11710 | translate | read | null |
| 2025-07-15 | PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training | Seth Ockerman et.al. | 2507.11683 | translate | read | null |
| 2025-07-15 | Modeling Code: Is Text All You Need? | Daniel Nichols et.al. | 2507.11467 | translate | read | null |
| 2025-07-15 | Urban delineation through the lens of commute networks: Leveraging graph embeddings to distinguish socioeconomic groups in cities | Devashish Khulbe et.al. | 2507.11057 | translate | read | null |
| 2025-07-15 | GATE: Graph Attention Neural Networks with Real-Time Edge Construction for Robust Indoor Localization using Mobile Embedded Devices | Danish Gufran et.al. | 2507.11053 | translate | read | null |
| 2025-07-15 | Graph-based Fingerprint Update Using Unlabelled WiFi Signals | Ka Ho Chiu et.al. | 2507.11038 | translate | read | null |
| 2025-07-15 | GALDS: A Graph-Autoencoder-based Latent Dynamics Surrogate model to predict neurite material transport | Tsung Yeh Hsieh et.al. | 2507.10871 | translate | read | null |
| 2025-07-14 | HEIMDALL: a grapH-based sEIsMic Detector And Locator for microseismicity | Matteo Bagagli et.al. | 2507.10850 | translate | read | null |
| 2025-07-14 | REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack | Zhonghao Zhan et.al. | 2507.10836 | translate | read | null |
| 2025-07-14 | From Small to Large: A Graph Convolutional Network Approach for Solving Assortment Optimization Problems | Guokai Li et.al. | 2507.10834 | translate | read | null |
| 2025-07-14 | Emulating Dark Matter Halo Merger Trees with Graph Generative Models | Tri Nguyen et.al. | 2507.10652 | translate | read | null |
| 2025-07-14 | Beyond-mean-field fluctuations for the solution of constraint satisfaction problems | Niklas Foos et.al. | 2507.10360 | translate | read | null |
| 2025-07-14 | T-GRAB: A Synthetic Diagnostic Benchmark for Learning on Temporal Graphs | Alireza Dizaji et.al. | 2507.10183 | translate | read | link |
| 2025-07-14 | Forecasting Coccidioidomycosis (Valley Fever) in Arizona: A Graph Neural Network Approach | Ali Sarabi et.al. | 2507.10014 | translate | read | null |
| 2025-07-14 | Effects of structural properties of neural networks on machine learning performance | Yash Arya et.al. | 2507.10005 | translate | read | null |
| 2025-07-14 | Soft Graph Clustering for single-cell RNA Sequencing Data | Ping Xu et.al. | 2507.09890 | translate | read | null |
| 2025-07-13 | A Scalable and Efficient Signal Integration System for Job Matching | Ping Liu et.al. | 2507.09797 | translate | read | null |
| 2025-07-13 | Do we need equivariant models for molecule generation? | Ewa M. Nowara et.al. | 2507.09753 | translate | read | null |
| 2025-07-12 | Joint Access Point Activation and Power Allocation for Cell-Free Massive MIMO Aided ISAC Systems | Nguyen Xuan Tung et.al. | 2507.09425 | translate | read | null |
| 2025-07-12 | Lightweight Graph Neural Networks for Enhanced 5G NR Channel Estimation | Sajedeh Norouzi et.al. | 2507.09408 | translate | read | null |
| 2025-07-12 | Geometric Generative Modeling with Noise-Conditioned Graph Networks | Peter Pao-Huang et.al. | 2507.09391 | translate | read | null |
| 2025-07-11 | Advancements in the IceAct Energy Spectrum Analysis | Larissa Paul et.al. | 2507.08779 | translate | read | null |
| 2025-07-11 | Unified People Tracking with Graph Neural Networks | Martin Engilberge et.al. | 2507.08494 | translate | read | null |
| 2025-07-10 | EvA: Evolutionary Attacks on Graphs | Mohammad Sadegh Akhondzadeh et.al. | 2507.08212 | translate | read | null |
| 2025-07-10 | EP-GAT: Energy-based Parallel Graph Attention Neural Network for Stock Trend Classification | Zhuodong Jiang et.al. | 2507.08184 | translate | read | null |
| 2025-07-10 | Exploring substructures in the Milky Way halo Neural networks applied to Gaia and APOGEE DR 17 | L. Berni et.al. | 2507.08074 | translate | read | null |
| 2025-07-10 | Credit Risk Analysis for SMEs Using Graph Neural Networks in Supply Chain | Zizhou Zhang et.al. | 2507.07854 | translate | read | null |
| 2025-07-10 | Machine Learning Tools for the IceCube-Gen2 Optical Array | Francisco Javier Vara Carbonell et.al. | 2507.07844 | translate | read | null |
| 2025-07-10 | Context Pooling: Query-specific Graph Pooling for Generic Inductive Link Prediction in Knowledge Graphs | Zhixiang Su et.al. | 2507.07595 | translate | read | null |
| 2025-07-10 | Reconstruction of cosmic-ray properties with GNN in GRAND | Arsène Ferrière et.al. | 2507.07541 | translate | read | null |
| 2025-07-10 | NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation | Jinfeng Xu et.al. | 2507.07522 | translate | read | null |
| 2025-07-10 | GNN-CNN: An Efficient Hybrid Model of Convolutional and Graph Neural Networks for Text Representation | Fardin Rastakhiz et.al. | 2507.07414 | translate | read | null |
| 2025-07-10 | HGMP:Heterogeneous Graph Multi-Task Prompt Learning | Pengfei Jiao et.al. | 2507.07405 | translate | read | null |
| 2025-07-10 | ST-GRIT: Spatio-Temporal Graph Transformer For Internal Ice Layer Thickness Prediction | Zesheng Liu et.al. | 2507.07389 | translate | read | null |
| 2025-07-10 | GRIT: Graph Transformer For Internal Ice Layer Thickness Prediction | Zesheng Liu et.al. | 2507.07388 | translate | read | null |
| 2025-07-10 | Atherosclerosis through Hierarchical Explainable Neural Network Analysis | Irsyad Adam et.al. | 2507.07373 | translate | read | null |
| 2025-07-09 | An AI Approach for Learning the Spectrum of the Laplace-Beltrami Operator | Yulin An et.al. | 2507.07073 | translate | read | null |
| 2025-07-09 | GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning | S M Taslim Uddin Raju et.al. | 2507.07006 | translate | read | null |
| 2025-07-09 | Heterogeneous Graph Neural Networks for Short-term State Forecasting in Power Systems across Domains and Time Scales: A Hydroelectric Power Plant Case Study | Raffael Theiler et.al. | 2507.06694 | translate | read | null |
| 2025-07-09 | Graph Learning for Cooperative Cell-Free ISAC Systems: From Optimization to Estimation | Peng Jiang et.al. | 2507.06612 | translate | read | null |
| 2025-07-09 | Deep-Learning-Based Pre-Layout Parasitic Capacitance Prediction on SRAM Designs | Shan Shen et.al. | 2507.06549 | translate | read | null |
| 2025-07-08 | DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction | Yupu Zhang et.al. | 2507.06366 | translate | read | null |
| 2025-07-08 | Learning-Augmented Model-Based Multi-Robot Planning for Time-Critical Search and Inspection Under Uncertainty | Abhish Khanal et.al. | 2507.06129 | translate | read | null |
| 2025-07-08 | Drag modelling for flows through assemblies of spherical particles with machine learning: A comparison of approaches | Julia Reuter et.al. | 2507.05983 | translate | read | null |
| 2025-07-08 | KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation | Zeyuan Meng et.al. | 2507.05863 | translate | read | null |
| 2025-07-08 | GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks | Muhammad Hadir Khan et.al. | 2507.05681 | translate | read | null |
| 2025-07-08 | HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales | Daniel Abdi et.al. | 2507.05658 | translate | read | null |
| 2025-07-08 | DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning | Kaixiang Zhao et.al. | 2507.05649 | translate | read | null |
| 2025-07-08 | Learnable quantum spectral filters for hybrid graph neural networks | Ammar Daskin et.al. | 2507.05640 | translate | read | null |
| 2025-07-08 | LLMs are Introvert | Litian Zhang et.al. | 2507.05638 | translate | read | null |
| 2025-07-08 | Graph Learning | Feng Xia et.al. | 2507.05636 | translate | read | null |
| 2025-07-07 | Robust Learning on Noisy Graphs via Latent Space Constraints with External Knowledge | Chunhui Gu et.al. | 2507.05540 | translate | read | null |
| 2025-07-07 | Exploring Semantic Clustering and Similarity Search for Heterogeneous Traffic Scenario Graph | Ferdinand Mütsch et.al. | 2507.05086 | translate | read | null |
| 2025-07-07 | Replacing detector simulation with heterogeneous GNNs in flavour physics analyses | Guillermo Hijano et.al. | 2507.05069 | translate | read | null |
| 2025-07-07 | Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation | Jinpeng Chen et.al. | 2507.04623 | translate | read | null |
| 2025-07-06 | Computed Tomography Visual Question Answering with Cross-modal Feature Graphing | Yuanhe Tian et.al. | 2507.04333 | translate | read | null |
| 2025-07-05 | Graph Neural Networks as a Substitute for Transformers in Single-Cell Transcriptomics | Jiaxin Qi et.al. | 2507.04125 | translate | read | null |
| 2025-07-05 | Commute Networks as a Signature of Urban Socioeconomic Performance: Evaluating Mobility Structures with Deep Learning Models | Devashish Khulbe et.al. | 2507.04027 | translate | read | null |
| 2025-07-05 | Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs | Thanh Hoang-Minh et.al. | 2507.03947 | translate | read | null |
| 2025-07-05 | Combining Graph Neural Networks and Mixed Integer Linear Programming for Molecular Inference under the Two-Layered Model | Jianshen Zhu et.al. | 2507.03920 | translate | read | null |
| 2025-07-05 | Transformer with Koopman-Enhanced Graph Convolutional Network for Spatiotemporal Dynamics Forecasting | Zekai Wang et.al. | 2507.03855 | translate | read | null |
| 2025-07-05 | OrbitAll: A Unified Quantum Mechanical Representation Deep Learning Framework for All Molecular Systems | Beom Seok Kang et.al. | 2507.03853 | translate | read | null |
| 2025-07-03 | RLHGNN: Reinforcement Learning-driven Heterogeneous Graph Neural Network for Next Activity Prediction in Business Processes | Jiaxing Wang et.al. | 2507.02690 | translate | read | null |
| 2025-07-03 | When Attention is Beneficial for Learning Wireless Resource Allocation Efficiently? | Jia Guo et.al. | 2507.02427 | translate | read | null |
| 2025-07-03 | S2FGL: Spatial Spectral Federated Graph Learning | Zihan Tan et.al. | 2507.02409 | translate | read | null |
| 2025-07-02 | Generating Large Semi-Synthetic Graphs of Any Size | Rodrigo Tuna et.al. | 2507.02166 | translate | read | null |
| 2025-07-02 | Non-exchangeable Conformal Prediction for Temporal Graph Neural Networks | Tuo Wang et.al. | 2507.02151 | translate | read | null |
| 2025-07-02 | Enhancing Power Flow Estimation with Topology-Aware Gated Graph Neural Networks | Shrenik Jadhav et.al. | 2507.02078 | translate | read | null |
| 2025-07-02 | NGAT: A Node-level Graph Attention Network for Long-term Stock Prediction | Yingjie Niu et.al. | 2507.02018 | translate | read | null |
| 2025-07-02 | Joint Power Control and Precoding for Cell-Free Massive MIMO Systems With Sparse Multi-Dimensional Graph Neural Networks | Yukun Ma et.al. | 2507.01876 | translate | read | null |
| 2025-07-02 | Direct Vertex Reconstruction of $Λ$ Baryons from Hits in CLAS12 using Graph Neural Networks | Keegan Menkce et.al. | 2507.01868 | translate | read | null |
| 2025-07-02 | MILP-SAT-GNN: Yet Another Neural SAT Solver | Franco Alberto Cardillo et.al. | 2507.01825 | translate | read | null |
| 2025-07-02 | Variational Graph Convolutional Neural Networks | Illia Oleksiienko et.al. | 2507.01699 | translate | read | null |
| 2025-07-02 | Following the Clues: Experiments on Person Re-ID using Cross-Modal Intelligence | Robert Aufschläger et.al. | 2507.01504 | translate | read | null |
| 2025-07-01 | RaGNNarok: A Light-Weight Graph Neural Network for Enhancing Radar Point Clouds on Unmanned Ground Vehicles | David Hunt et.al. | 2507.00937 | translate | read | null |
| 2025-07-01 | Understanding Generalization in Node and Link Prediction | Antonis Vasileiou et.al. | 2507.00927 | translate | read | null |
| 2025-07-01 | NN-Former: Rethinking Graph Structure in Neural Architecture Representation | Ruihan Xu et.al. | 2507.00880 | translate | read | null |
| 2025-07-01 | Towards Open-World Human Action Segmentation Using Graph Convolutional Networks | Hao Xing et.al. | 2507.00756 | translate | read | null |
| 2025-07-01 | Multi-Modal Graph Convolutional Network with Sinusoidal Encoding for Robust Human Action Segmentation | Hao Xing et.al. | 2507.00752 | translate | read | null |
| 2025-07-01 | ParticleFormer: A 3D Point Cloud World Model for Multi-Object, Multi-Material Robotic Manipulation | Suning Huang et.al. | 2506.23126 | translate | read | null |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)