Graph Neural Networks - 2024-03
Graph Neural Networks - 2024-03
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-03-31 | PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning | Weihua Hu et.al. | 2404.00776 | translate | read | link |
| 2024-03-29 | Relation Rectification in Diffusion Model | Yinwei Wu et.al. | 2403.20249 | translate | read | null |
| 2024-03-29 | Graph Neural Aggregation-diffusion with Metastability | Kaiyuan Cui et.al. | 2403.20221 | translate | read | null |
| 2024-03-29 | On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problem | Yimeng Min et.al. | 2403.20212 | translate | read | null |
| 2024-03-29 | Na Vacancy Driven Phase Transformation and Fast Ion Conduction in W-doped Na $_3$SbS$_4$ from Machine Learning Force Fields | Johan Klarbring et.al. | 2403.20138 | translate | read | null |
| 2024-03-29 | KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering | Salvatore Bufi et.al. | 2403.20095 | translate | read | link |
| 2024-03-29 | Beyond the Known: Novel Class Discovery for Open-world Graph Learning | Yucheng Jin et.al. | 2403.19907 | translate | read | null |
| 2024-03-28 | A Review of Graph Neural Networks in Epidemic Modeling | Zewen Liu et.al. | 2403.19852 | translate | read | null |
| 2024-03-28 | Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction | Jhon A. Castro-Correa et.al. | 2403.19800 | translate | read | link |
| 2024-03-28 | SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks | Yaxu Xie et.al. | 2403.19474 | translate | read | link |
| 2024-03-28 | Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting | Mandani Ntekouli et.al. | 2403.19442 | translate | read | null |
| 2024-03-28 | Graph Neural Networks for Treatment Effect Prediction | George Panagopoulos et.al. | 2403.19289 | translate | read | null |
| 2024-03-28 | MPXGAT: An Attention based Deep Learning Model for Multiplex Graphs Embedding | Marco Bongiovanni et.al. | 2403.19246 | translate | read | link |
| 2024-03-28 | Topological Cycle Graph Attention Network for Brain Functional Connectivity | Jinghan Huang et.al. | 2403.19149 | translate | read | null |
| 2024-03-28 | Tiny Graph Neural Networks for Radio Resource Management | Ahmad Ghasemi et.al. | 2403.19143 | translate | read | null |
| 2024-03-28 | FluxGAT: Integrating Flux Sampling with Graph Neural Networks for Unbiased Gene Essentiality Classification | Kieren Sharma et.al. | 2403.18666 | translate | read | link |
| 2024-03-27 | Physics-Informed Graph Neural Networks for Water Distribution Systems | Inaam Ashraf et.al. | 2403.18570 | translate | read | link |
| 2024-03-28 | Lightweight Embeddings for Graph Collaborative Filtering | Xurong Liang et.al. | 2403.18479 | translate | read | link |
| 2024-03-27 | The Topos of Transformer Networks | Mattia Jacopo Villani et.al. | 2403.18415 | translate | read | null |
| 2024-03-27 | Deciphering Chemical Ordering in High Entropy Materials: A Machine Learning-Accelerated High-throughput Cluster Expansion Approach | Guillermo Vazquez et.al. | 2403.18298 | translate | read | null |
| 2024-03-27 | GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigm | Chunhang Zheng et.al. | 2403.18296 | translate | read | null |
| 2024-03-26 | HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks | Yongyi Yang et.al. | 2403.18142 | translate | read | null |
| 2024-03-26 | Securing GNNs: Explanation-Based Identification of Backdoored Training Graphs | Jane Downer et.al. | 2403.18136 | translate | read | null |
| 2024-03-26 | Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification | Zhan Shi et.al. | 2403.18134 | translate | read | null |
| 2024-03-26 | HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks | Fahmida Liza Piya et.al. | 2403.18128 | translate | read | null |
| 2024-03-26 | CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations | Luis Piloto et.al. | 2403.17660 | translate | read | null |
| 2024-03-26 | Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering | Pascal Tilli et.al. | 2403.17647 | translate | read | link |
| 2024-03-26 | Equipping Sketch Patches with Context-Aware Positional Encoding for Graphic Sketch Representation | Sicong Zang et.al. | 2403.17525 | translate | read | null |
| 2024-03-26 | EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields | Bangchen Yin et.al. | 2403.17507 | translate | read | null |
| 2024-03-26 | Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification | Hanxuan Yang et.al. | 2403.17500 | translate | read | null |
| 2024-03-26 | AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations | Wei Wu et.al. | 2403.17416 | translate | read | null |
| 2024-03-26 | Explainable Graph Neural Networks for Observation Impact Analysis in Atmospheric State Estimation | Hyeon-Ju Jeon et.al. | 2403.17384 | translate | read | null |
| 2024-03-26 | Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network | Yilun Zheng et.al. | 2403.17351 | translate | read | null |
| 2024-03-25 | Manufacturing Service Capability Prediction with Graph Neural Networks | Yunqing Li et.al. | 2403.17239 | translate | read | null |
| 2024-03-25 | AnimateMe: 4D Facial Expressions via Diffusion Models | Dimitrios Gerogiannis et.al. | 2403.17213 | translate | read | null |
| 2024-03-25 | Graph Augmentation for Recommendation | Qianru Zhang et.al. | 2403.16656 | translate | read | link |
| 2024-03-25 | LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting | Qinyao Luo et.al. | 2403.16495 | translate | read | null |
| 2024-03-25 | RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks | Xiaojie Li et.al. | 2403.16397 | translate | read | null |
| 2024-03-25 | ChebMixer: Efficient Graph Representation Learning with MLP Mixer | Xiaoyan Kui et.al. | 2403.16358 | translate | read | null |
| 2024-03-24 | Rumor Detection with a novel graph neural network approach | Tianrui Liu et.al. | 2403.16206 | translate | read | null |
| 2024-03-24 | A Survey on Self-Supervised Pre-Training of Graph Foundation Models: A Knowledge-Based Perspective | Ziwen Zhao et.al. | 2403.16137 | translate | read | link |
| 2024-03-24 | SSHPool: The Separated Subgraph-based Hierarchical Pooling | Zhuo Xu et.al. | 2403.16133 | translate | read | null |
| 2024-03-24 | Segment Anything Model for Road Network Graph Extraction | Congrui Hetang et.al. | 2403.16051 | translate | read | link |
| 2024-03-24 | Enhancing Demand Prediction in Open Systems by Cartogram-aided Deep Learning | Sangjoon Park et.al. | 2403.16049 | translate | read | null |
| 2024-03-24 | Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks | Hongyin Zhu et.al. | 2403.16033 | translate | read | null |
| 2024-03-22 | Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks | Joe Gorka et.al. | 2403.15363 | translate | read | null |
| 2024-03-22 | Benchmarking of machine learning interatomic potentials for reactive hydrogen dynamics at metal surfaces | Wojciech G. Stark et.al. | 2403.15334 | translate | read | null |
| 2024-03-22 | Graph neural network coarse-grain force field for the molecular crystal RDX | Brian H. Lee et.al. | 2403.15266 | translate | read | null |
| 2024-03-22 | Hierarchical Information Enhancement Network for Cascade Prediction in Social Networks | Fanrui Zhang et.al. | 2403.15257 | translate | read | null |
| 2024-03-22 | Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks | Qiang Zhang et.al. | 2403.15235 | translate | read | null |
| 2024-03-22 | GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks | Sukhdeep Singh et.al. | 2403.15077 | translate | read | null |
| 2024-03-22 | Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation | Jiaheng Yu et.al. | 2403.15075 | translate | read | null |
| 2024-03-22 | Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks | Victor Ibañez et.al. | 2403.15068 | translate | read | null |
| 2024-03-22 | Simple Graph Condensation | Zhenbang Xiao et.al. | 2403.14951 | translate | read | null |
| 2024-03-21 | iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations | Md Saidul Hoque Anik et.al. | 2403.14853 | translate | read | null |
| 2024-03-21 | Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Guangyi Liu et.al. | 2403.14377 | translate | read | link |
| 2024-03-21 | Exploring Task Unification in Graph Representation Learning via Generative Approach | Yulan Hu et.al. | 2403.14340 | translate | read | null |
| 2024-03-20 | EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration | Wenjun Huang et.al. | 2403.14027 | translate | read | null |
| 2024-03-20 | Data-Driven Modeling of Dislocation Mobility from Atomistics using Physics-Informed Machine Learning | Yifeng Tian et.al. | 2403.14015 | translate | read | null |
| 2024-03-20 | Considerations in the use of ML interaction potentials for free energy calculations | Orlando A. Mendible et.al. | 2403.13952 | translate | read | link |
| 2024-03-20 | Graph Neural Network for Crawling Target Nodes in Social Networks | Kirill Lukyanov et.al. | 2403.13865 | translate | read | null |
| 2024-03-20 | Sparse Implementation of Versatile Graph-Informed Layers | Francesco Della Santa et.al. | 2403.13781 | translate | read | null |
| 2024-03-20 | T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image | Shijie Zhang et.al. | 2403.13663 | translate | read | null |
| 2024-03-20 | Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network | Ningyi Liao et.al. | 2403.13268 | translate | read | null |
| 2024-03-20 | A Comparative Study of Machine Learning Models Predicting Energetics of Interacting Defects | Hao Yu et.al. | 2403.13243 | translate | read | null |
| 2024-03-20 | Graph Attention Network-based Block Propagation with Optimal AoI and Reputation in Web 3.0 | Jiana Liao et.al. | 2403.13237 | translate | read | null |
| 2024-03-20 | Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy | Austin E. Y. T. Lefebvre et.al. | 2403.13214 | translate | read | link |
| 2024-03-19 | Improving tracking algorithms with machine learning: a case for line-segment tracking at the High Luminosity LHC | Jonathan Guiang et.al. | 2403.13166 | translate | read | null |
| 2024-03-19 | Graph Neural Network-based Multi-agent Reinforcement Learning for Resilient Distributed Coordination of Multi-Robot Systems | Anthony Goeckner et.al. | 2403.13093 | translate | read | null |
| 2024-03-19 | Compositional 3D Scene Synthesis with Scene Graph Guided Layout-Shape Generation | Yao Wei et.al. | 2403.12848 | translate | read | null |
| 2024-03-19 | FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer | Dongyeong Hwang et.al. | 2403.12821 | translate | read | link |
| 2024-03-19 | Confidence Self-Calibration for Multi-Label Class-Incremental Learning | Kaile Du et.al. | 2403.12559 | translate | read | null |
| 2024-03-19 | Contextualized Messages Boost Graph Representations | Brian Godwin Lim et.al. | 2403.12529 | translate | read | link |
| 2024-03-19 | Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition | Lianyu Hu et.al. | 2403.12519 | translate | read | link |
| 2024-03-19 | FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization | Cheng Yang et.al. | 2403.12474 | translate | read | null |
| 2024-03-19 | STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model | Lincan Li et.al. | 2403.12418 | translate | read | null |
| 2024-03-18 | Molecular dynamics simulation with finite electric fields using Perturbed Neural Network Potentials | Kit Joll et.al. | 2403.12319 | translate | read | null |
| 2024-03-18 | Molecular Classification Using Hyperdimensional Graph Classification | Pere Verges et.al. | 2403.12307 | translate | read | null |
| 2024-03-18 | Graph Neural Networks for Learning Equivariant Representations of Neural Networks | Miltiadis Kofinas et.al. | 2403.12143 | translate | read | link |
| 2024-03-18 | Dual-Channel Multiplex Graph Neural Networks for Recommendation | Xiang Li et.al. | 2403.11624 | translate | read | null |
| 2024-03-18 | Graph Partial Label Learning with Potential Cause Discovering | Hang Gao et.al. | 2403.11449 | translate | read | null |
| 2024-03-18 | Layer-diverse Negative Sampling for Graph Neural Networks | Wei Duan et.al. | 2403.11408 | translate | read | null |
| 2024-03-17 | DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks | Theresa Huber et.al. | 2403.11370 | translate | read | null |
| 2024-03-17 | Phonon predictions with E(3)-equivariant graph neural networks | Shiang Fang et.al. | 2403.11347 | translate | read | null |
| 2024-03-17 | Graph Neural Network based Double Machine Learning Estimator of Network Causal Effects | Seyedeh Baharan Khatami et.al. | 2403.11332 | translate | read | null |
| 2024-03-17 | Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction | Asma Sattar et.al. | 2403.11292 | translate | read | null |
| 2024-03-17 | Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach | Xuefei Li et.al. | 2403.11102 | translate | read | null |
| 2024-03-17 | Incorporating Higher-order Structural Information for Graph Clustering | Qiankun Li et.al. | 2403.11087 | translate | read | null |
| 2024-03-16 | Forward Learning of Graph Neural Networks | Namyong Park et.al. | 2403.11004 | translate | read | link |
| 2024-03-14 | SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition | Jeonghyeok Do et.al. | 2403.09508 | translate | read | link |
| 2024-03-14 | Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase | Yulong Pei et.al. | 2403.09507 | translate | read | null |
| 2024-03-14 | DF4LCZ: A SAM-Empowered Data Fusion Framework for Scene-Level Local Climate Zone Classification | Qianqian Wu et.al. | 2403.09367 | translate | read | null |
| 2024-03-14 | Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning | Hongyuan Su et.al. | 2403.09217 | translate | read | null |
| 2024-03-14 | MetroGNN: Metro Network Expansion with Reinforcement Learning | Hongyuan Su et.al. | 2403.09197 | translate | read | null |
| 2024-03-14 | SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph | Zhuohang Jiang et.al. | 2403.09172 | translate | read | null |
| 2024-03-14 | ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks | Zhaoliang Chen et.al. | 2403.09171 | translate | read | null |
| 2024-03-14 | Graph-Based DDoS Attack Detection in IoT Systems with Lossy Network | Arvin Hekmati et.al. | 2403.09118 | translate | read | null |
| 2024-03-14 | Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs | Jie Liu et.al. | 2403.09039 | translate | read | null |
| 2024-03-13 | scVGAE: A Novel Approach using ZINB-Based Variational Graph Autoencoder for Single-Cell RNA-Seq Imputation | Yoshitaka Inoue et.al. | 2403.08959 | translate | read | link |
| 2024-03-13 | Link Prediction for Social Networks using Representation Learning and Heuristic-based Features | Samarth Khanna et.al. | 2403.08613 | translate | read | null |
| 2024-03-13 | Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research | Tobias Hille et.al. | 2403.08438 | translate | read | null |
| 2024-03-13 | Causal Graph Neural Networks for Wildfire Danger Prediction | Shan Zhao et.al. | 2403.08414 | translate | read | null |
| 2024-03-13 | Fast Inference of Removal-Based Node Influence | Weikai Li et.al. | 2403.08333 | translate | read | link |
| 2024-03-13 | BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network | Junwei Su et.al. | 2403.08207 | translate | read | null |
| 2024-03-12 | Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach | Keke Huang et.al. | 2403.07954 | translate | read | null |
| 2024-03-12 | Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations | Harish G. Naik et.al. | 2403.07849 | translate | read | null |
| 2024-03-12 | OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories | Christos Koutras et.al. | 2403.07653 | translate | read | null |
| 2024-03-12 | Towards Graph Foundation Models for Personalization | Andreas Damianou et.al. | 2403.07478 | translate | read | null |
| 2024-03-12 | One for All and All for One: GNN-based Control-Flow Attestation for Embedded Devices | Marco Chilese et.al. | 2403.07465 | translate | read | null |
| 2024-03-12 | Graph Unlearning with Efficient Partial Retraining | Jiahao Zhang et.al. | 2403.07353 | translate | read | null |
| 2024-03-12 | Graph Data Condensation via Self-expressive Graph Structure Reconstruction | Zhanyu Liu et.al. | 2403.07294 | translate | read | null |
| 2024-03-11 | Uncertainty in Graph Neural Networks: A Survey | Fangxin Wang et.al. | 2403.07185 | translate | read | null |
| 2024-03-11 | All in One: Multi-Task Prompting for Graph Neural Networks (Extended Abstract) | Xiangguo Sun et.al. | 2403.07040 | translate | read | null |
| 2024-03-11 | Are Targeted Messages More Effective? | Martin Grohe et.al. | 2403.06817 | translate | read | null |
| 2024-03-11 | Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data | Jinghan Huang et.al. | 2403.06687 | translate | read | null |
| 2024-03-11 | Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling | Dingyuan Zhu et.al. | 2403.06489 | translate | read | null |
| 2024-03-11 | Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning | Daixin Wang et.al. | 2403.06482 | translate | read | null |
| 2024-03-11 | Ensemble Quadratic Assignment Network for Graph Matching | Haoru Tan et.al. | 2403.06457 | translate | read | null |
| 2024-03-11 | Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain | Jungwon Choi et.al. | 2403.06432 | translate | read | null |
| 2024-03-11 | A Differential Geometric View and Explainability of GNN on Evolving Graphs | Yazheng Liu et.al. | 2403.06425 | translate | read | null |
| 2024-03-10 | Cooperative Classification and Rationalization for Graph Generalization | Linan Yue et.al. | 2403.06239 | translate | read | null |
| 2024-03-10 | Local Vertex Colouring Graph Neural Networks | Shouheng Li et.al. | 2403.06080 | translate | read | link |
| 2024-03-10 | Generalization of Graph Neural Networks through the Lens of Homomorphism | Shouheng Li et.al. | 2403.06079 | translate | read | null |
| 2024-03-08 | Advances of Deep Learning in Protein Science: A Comprehensive Survey | Bozhen Hu et.al. | 2403.05314 | translate | read | null |
| 2024-03-08 | Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks | Marco De Nadai et.al. | 2403.05185 | translate | read | null |
| 2024-03-08 | BjTT: A Large-scale Multimodal Dataset for Traffic Prediction | Chengyang Zhang et.al. | 2403.05029 | translate | read | link |
| 2024-03-08 | Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts | Zeyang Zhang et.al. | 2403.05026 | translate | read | null |
| 2024-03-08 | Jet Discrimination with Quantum Complete Graph Neural Network | Yi-An Chen et.al. | 2403.04990 | translate | read | null |
| 2024-03-08 | Node Centrality Approximation For Large Networks Based On Inductive Graph Neural Networks | Yiwei Zou et.al. | 2403.04977 | translate | read | null |
| 2024-03-08 | C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading | Sudipta Paul et.al. | 2403.04962 | translate | read | null |
| 2024-03-07 | BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization | Amber Yijia Zheng et.al. | 2403.04763 | translate | read | null |
| 2024-03-07 | GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks | Lisa Schneckenreiter et.al. | 2403.04747 | translate | read | link |
| 2024-03-07 | Entropy Aware Message Passing in Graph Neural Networks | Philipp Nazari et.al. | 2403.04636 | translate | read | null |
| 2024-03-07 | In-n-Out: Calibrating Graph Neural Networks for Link Prediction | Erik Nascimento et.al. | 2403.04605 | translate | read | null |
| 2024-03-07 | Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion | Qian Li et.al. | 2403.04521 | translate | read | null |
| 2024-03-07 | Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks | Jaehyun Lee et.al. | 2403.04504 | translate | read | null |
| 2024-03-07 | On the Topology Awareness and Generalization Performance of Graph Neural Networks | Junwei Su et.al. | 2403.04482 | translate | read | null |
| 2024-03-07 | A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges | Wei Ju et.al. | 2403.04468 | translate | read | null |
| 2024-03-07 | DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives | Leilei Ding et.al. | 2403.04287 | translate | read | null |
| 2024-03-07 | Improving link prediction accuracy of network embedding algorithms via rich node attribute information | Weiwei Gu et.al. | 2403.04282 | translate | read | null |
| 2024-03-06 | Graph neural network outputs are almost surely asymptotically constant | Sam Adam-Day et.al. | 2403.03880 | translate | read | link |
| 2024-03-06 | Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks | Christoforos Brozos et.al. | 2403.03767 | translate | read | null |
| 2024-03-06 | Intent-aware Recommendation via Disentangled Graph Contrastive Learning | Yuling Wang et.al. | 2403.03714 | translate | read | null |
| 2024-03-06 | Simplified PCNet with Robustness | Bingheng Li et.al. | 2403.03676 | translate | read | null |
| 2024-03-06 | Provable Filter for Real-world Graph Clustering | Xuanting Xie et.al. | 2403.03666 | translate | read | null |
| 2024-03-06 | K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data | Yucheng Wang et.al. | 2403.03645 | translate | read | null |
| 2024-03-06 | Learning Invariant Representations of Graph Neural Networks via Cluster Generalization | Donglin Xia et.al. | 2403.03599 | translate | read | link |
| 2024-03-06 | LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features | Xuying Xiong et.al. | 2403.03527 | translate | read | null |
| 2024-03-06 | IB-Net: Initial Branch Network for Variable Decision in Boolean Satisfiability | Tsz Ho Chan et.al. | 2403.03517 | translate | read | null |
| 2024-03-06 | A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation | Lirong Wu et.al. | 2403.03483 | translate | read | null |
| 2024-03-05 | Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease | So Yeon Kim et.al. | 2403.02786 | translate | read | null |
| 2024-03-05 | Rehabilitation Exercise Quality Assessment through Supervised Contrastive Learning with Hard and Soft Negatives | Mark Karlov et.al. | 2403.02772 | translate | read | null |
| 2024-03-05 | Minimum Topology Attacks for Graph Neural Networks | Mengmei Zhang et.al. | 2403.02723 | translate | read | null |
| 2024-03-04 | MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR | Jad El Karchi et.al. | 2403.02518 | translate | read | null |
| 2024-03-04 | Better Schedules for Low Precision Training of Deep Neural Networks | Cameron R. Wolfe et.al. | 2403.02243 | translate | read | null |
| 2024-03-04 | TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models | Yilong Ren et.al. | 2403.02221 | translate | read | null |
| 2024-03-04 | Mitigating Label Noise on Graph via Topological Sample Selection | Yuhao Wu et.al. | 2403.01942 | translate | read | null |
| 2024-03-04 | RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space | Li Sun et.al. | 2403.01864 | translate | read | null |
| 2024-03-04 | MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs | Lilas Alrahis et.al. | 2403.01860 | translate | read | null |
| 2024-03-04 | Graph neural network for in-network placement of real-time metaverse tasks in next-generation network | Sulaiman Muhammad Rashid et.al. | 2403.01780 | translate | read | null |
| 2024-03-02 | Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits | Chenhui Deng et.al. | 2403.01317 | translate | read | null |
| 2024-03-02 | Polynormer: Polynomial-Expressive Graph Transformer in Linear Time | Chenhui Deng et.al. | 2403.01232 | translate | read | link |
| 2024-03-02 | COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting | Wei Ju et.al. | 2403.01091 | translate | read | null |
| 2024-03-02 | Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework | Junxian Li et.al. | 2403.01079 | translate | read | null |
| 2024-03-02 | FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis | Songhua Yang et.al. | 2403.01063 | translate | read | link |
| 2024-03-01 | An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce | Nurendra Choudhary et.al. | 2403.00923 | translate | read | null |
| 2024-03-01 | PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems | Salah Ghamizi et.al. | 2403.00892 | translate | read | null |
| 2024-03-01 | Subhomogeneous Deep Equilibrium Models | Pietro Sittoni et.al. | 2403.00720 | translate | read | null |
| 2024-03-04 | Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks | Guillem Casadesus-Vila et.al. | 2403.00692 | translate | read | null |
| 2024-03-01 | Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer’s Disease Progression | Leopold Hebert-Stevens et.al. | 2403.00636 | translate | read | null |
| 2024-03-01 | KGAMC: A Novel Knowledge Graph Driven Automatic Modulation Classification Scheme | Yike Li et.al. | 2402.19188 | translate | read | null |
(<a href=../Graph_Neural_Networks.md>back to Graph Neural Networks</a>)