Papers citing 'PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs'

Title
Intransitive Player Dominance and Market Inefficiency in Tennis Forecasting: A Graph Neural Network Approach Lawrence Clegg John Cartlidge 42 0 0 23 Oct 2025
Adaptive Riemannian Graph Neural Networks Xudong Wang Tongxin Li Chris Ding Jicong Fan 136 1 0 04 Aug 2025
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Miao Hu Zhengyu Wu Kaichi Yu Hongchao Qin Guang Zeng Rong-Hua Li Guoren Wang 203 1 0 02 May 2025
Understanding the Design Principles of Link Prediction in Directed SettingsThe Web Conference (WWW), 2025 Jun Zhai Muberra Ozmen Thomas Markovich AI4CE 189 0 0 24 Feb 2025
Subsampling Graphs with GNN Performance Guarantees Mika Sarkin Jain Stefanie Jegelka Ishani Karmarkar Luana Ruiz Ellen Vitercik 200 3 0 23 Feb 2025
Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based ApproachThe Web Conference (WWW), 2025 Miao Hu Daohan Su Zhengyu Wu Guang Zeng Hongchao Qin Rong-Hua Li Guoren Wang AI4CE 234 2 0 21 Jan 2025
Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction Claudio Moroni Claudio Borile Carolina Mattsson Michele Starnini Andre' Panisson 226 0 0 14 Dec 2024
A Benchmark on Directed Graph Representation Learning in Hardware Designs Haoyu Wang Yinan Huang Nan Wu Pan Li OOD 288 1 0 09 Oct 2024
Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance Marco Minici Federico Cinus Francesco Bonchi Giuseppe Manco 151 1 0 22 Jul 2024
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNsAAAI Conference on Artificial Intelligence (AAAI), 2023 Stefano Fiorini Stefano Coniglio Michele Ciavotta Enza Messina GNN 172 6 0 28 Dec 2023
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2023 Christopher Blöcker Chester Tan Ingo Scholtes 331 2 0 02 Oct 2023
Edge Directionality Improves Learning on Heterophilic GraphsLOG IN (LOG IN), 2023 Emanuele Rossi Bertrand Charpentier Francesco Di Giovanni Fabrizio Frasca Stephan Günnemann Michael M. Bronstein 282 102 0 17 May 2023
Multi-Head Graph Convolutional Network for Structural Connectome Classification Anees Kazi Jocelyn M Mora Bruce Fischl Yun Cao I. Aganj 246 4 0 02 May 2023