Graph Neural Networks - 2024-02

Publish Date Title Authors PDF Translate Read Code
2024-02-29 MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation Jinfeng Xu et.al. 2402.19407 translate read link
2024-02-29 Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication Lukas Gianinazzi et.al. 2402.19364 translate read link
2024-02-29 DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly Gianluca Scarpellini et.al. 2402.19302 translate read link
2024-02-29 Machine learning-enabled exploration of mesoscale architectures in amphiphilic-molecule self-assembly Takeo Sudo et.al. 2402.19019 translate read null
2024-02-29 Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs Zhengyao Gu et.al. 2402.18986 translate read null
2024-02-29 Graph Generation via Spectral Diffusion Giorgia Minello et.al. 2402.18974 translate read null
2024-02-29 Benchmarking phonon anharmonicity in machine learning interatomic potentials Sasaank Bandi et.al. 2402.18891 translate read null
2024-02-29 Loss-aware Curriculum Learning for Heterogeneous Graph Neural Networks Zhen Hao Wong et.al. 2402.18875 translate read link
2024-02-28 GNSS Positioning using Cost Function Regulated Multilateration and Graph Neural Networks Amir Jalalirad et.al. 2402.18630 translate read null
2024-02-28 Graph Regularized Encoder Training for Extreme Classification Anshul Mittal et.al. 2402.18434 translate read null
2024-02-28 Universal neural network potentials as descriptors: Towards scalable chemical property prediction using quantum and classical computers Tomoya Shiota et.al. 2402.18433 translate read null
2024-02-28 CafkNet: GNN-Empowered Forward Kinematic Modeling for Cable-Driven Parallel Robots Zeqing Zhang et.al. 2402.18420 translate read null
2024-02-28 Recursive GNNs for Learning Precoding Policies with Size-Generalizability Jia Guo et.al. 2402.18332 translate read null
2024-02-28 A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames Hongshen Xu et.al. 2402.18258 translate read link
2024-02-28 Reinforcement Learning and Graph Neural Networks for Probabilistic Risk Assessment Joachim Grimstad et.al. 2402.18246 translate read null
2024-02-28 Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations Gregor Donabauer et.al. 2402.18179 translate read null
2024-02-28 Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions Mengying Jiang et.al. 2402.18127 translate read link
2024-02-27 Using Graph Neural Networks to Predict Local Culture Thiago H Silva et.al. 2402.17905 translate read null
2024-02-27 Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem Cong Zhang et.al. 2402.17606 translate read null

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