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Papers matching “dependency graph” 60

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SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks
2022 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Gaurav Rattan, Sandra Kiefer, Siamak Ravanbakhsh

0

citations
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jan Tönshoff, Martin Ritzert, Eran Rosenbluth, Martin Grohe

1

citations
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Siemen Brussee, Giorgio Buzzanca, Anne M.R. Schrader, Jesper Kers

0

citations
Convergence of gradient based training for linear Graph Neural Networks
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Dhiraj Patel, Anton Savostianov, Michael T. Schaub

0

citations
GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection
2025 arXiv (Cornell University) preprint Computer Science Network Security and Intrusion Detection Open access

Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Yan Li, Chang Liu

1

citations
On the Relationship between Heterophily and Robustness of Graph Neural Networks.
2021 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Jiong Zhu, Junchen Jin, Michael T. Schaub, Danai Koutra

2

citations
Graph theory for the analysis of micro-electrode array recordings of human brain slices – framework and benchmarking
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

Jonas Ort, Victoria Sofie Witzig, Aniella Bak, Jan Heckelmann, Ann-Kathrin Roeb, Hussam Hamou, +5 more

0

citations
How Expressive Are Graph Neural Networks in the Presence of Node Identifiers?
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

A. Soeteman, Michael Benedikt, Martin Grohe, Balder ten Cate

0

citations
Time as Structure: Temporal Dependency Graphs for Verifiable Deadline Computation over Legal Documents
2026 arXiv (Cornell University) preprint Social Sciences Artificial Intelligence in Law Open access

Maryia Zhyrko, Suzan Verberne, Lifeng Han

0

citations
Graph Coloring to Reduce Computation Time in Prioritized Planning
2025 arXiv (Cornell University) preprint Computer Science Robotic Path Planning Algorithms Open access

Patrick Scheffe, Julius Kahle, Bassam Alrifaee

0

citations
Thermodynamics-Consistent Graph Neural Networks
2024 arXiv (Cornell University) preprint Engineering Phase Equilibria and Thermodynamics Open access

Jan G. Rittig, Alexander Mitsos

1

citations
Schedulable Job-Level Dependencies for Cause-Effect Chains via Graph Neural Networks
2026 arXiv (Cornell University) preprint Computer Science Real-Time Systems Scheduling Open access

Silviu S. Craciunas, Christian Hakert, Jian-Jia Chen, Zdeněk Hanzálek, Paul Pop

0

citations
Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks
2024 arXiv (Cornell University) preprint Chemistry Surfactants and Colloidal Systems Open access

Christoforos Brozos, Jan G. Rittig, Elie Akanny, Christina Kohlmann, Alexander Mitsos

0

citations
Graph Theoretic Approach to Quantum Nonstabilizerness
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Yingjian Liu, Albert Gasull, Mengyao Hu, Ruiyun Zhang, Flávio Baccari Júnior, Jordi Tura

0

citations
Algebraic extinction in acyclic spreading models: explicit counterexamples, genericity and support-checkable repairs
2025 arXiv (Cornell University) preprint Medicine Mathematical and Theoretical Epidemiology and Ecology Models Open access

Daan T. Crommelin, Michel Mandjes

0

citations
Exploiting Emotion-Semantic Correlations for Empathetic Response Generation
2024 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

Zhou Yang, Zhaochun Ren, Yufeng Wang, Xiaofei Zhu, Zhihao Chen, Yunbing Wu, +3 more

1

citations
Are Targeted Messages More Effective?
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Martin Grohe, Eran Rosenbluth

1

citations
Some Might Say All You Need Is Sum
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Eran Rosenbluth, Jan Toenshoff, Martin Grohe

0

citations
RAwR: Role-Aware Rewiring via Approximate Equitable Partition
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Riccardo Porcedda, Giuseppe Squillace, Bastian Epping, Andrea Vandin, Michael T. Schaub, Mirco Tribastone, +1 more

0

citations
On the benchmarking of clustering algorithms and hyperparameter influence for cell type detection in single-cell RNA sequencing data
2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Aleksandra Szmigiel, Ivan G. Costa, Ricardo J. G. B. Campello

2

citations
Hat guessing with proper colorings
2026 arXiv (Cornell University) preprint Mathematics Limits and Structures in Graph Theory Open access

Sam Adriaensen, Peter Bentley, Anurag Bishnoi, Wouter Cames van Batenburg, Michael Kreiger, Lars van der Kuil, +3 more

0

citations
Dynamic Database Embeddings with FoRWaRD
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jan Toenshoff, Neta Friedman, Martin Grohe, Benny Kimelfeld

0

citations
Stable Tuple Embeddings for Dynamic Databases
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jan Toenshoff, Neta Friedman, Martin Grohe, Benny Kimelfeld

1

citations
pH-dependent structural dynamics of the neuropeptide Y in aqueous solution
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access

Marc Spehr, Ana‐Nicoleta Bondar, Paolo Carloni

0

citations
Locally Fair PageRank: Mean-Field Approximation and One-Step Refinement
2026 arXiv (Cornell University) preprint Social Sciences Ethics and Social Impacts of AI Open access

Mukesh Kumar, Gaurav Dixit, Akrati Saxena

0

citations