GLaDOS: Graph Layout algorithm Datasets for Open Science

Authors: Sara Di Bartolomeo, Connor Wilson, Eduardo Puerta, Tarik Crnovrsanin, Alexander Frings, Cody Dunne

Source: Journal of Visualization and Interaction.

Graph Exploration With Embedding-Guided Layouts

Authors: Shen, L., Tai, Z., Shen, E., Wang, J.

Source: IEEE Transactions on Visualization and Computer Graphics IEEE Trans. Visual. Comput. Graphics Visualization and Computer Graphics, IEEE Transactions on. 30(7):3693-3708 Jul, 2024

Visualizing the uncertainty induced by graph layout algorithms

Authors: Kai Yan, Cui, Weiwei

Source: 2017 IEEE Pacific Visualization Symposium (PacificVis) Pacific Visualization Symposium (PacificVis), 2017 IEEE. :200-209 Apr, 2017

Relation: 2017 IEEE Pacific Visualization Symposium (PacificVis)

ARCOL: Aspect Ratio Constrained Orthogonal Layout.

Authors: Alsuwaykit, Zainab¹ (AUTHOR), Rajeh, Yousef¹ (AUTHOR), Kouyoumdjian, Alexandre¹ (AUTHOR), Kieffer, Steve² (AUTHOR), Engel, Dominik¹ (AUTHOR), Bartolomeo, Sara Di³ (AUTHOR), Nöllenburg, Martin³ (AUTHOR), Viola, Ivan¹ (AUTHOR)

Source: Computer Graphics Forum. Jun2026, p1. 12p. 9 Illustrations.

Subject Terms: *Mathematical optimization, Graph algorithms

Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT's Potential to Apply Graph Layout Algorithms

Authors: Di Bartolomeo, Sara, Severi, Giorgio, Schetinger, Victor, Dunne, Cody

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2303.08819

CiFDAL: A Graph Layout Algorithm to Enhance Human Cognition in Idea Discovery

Authors: Wang, Yibo, Zhang, Chen, Wang, Wei, Xu, Fanjiang, Wang, Hao

Source: 2015 IEEE International Conference on Systems, Man, and Cybernetics Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference on. :1545-1550 Oct, 2015

Relation: 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Six methods for transforming layered hypergraphs to apply layered graph layout algorithms

Authors: Sara Di Bartolomeo, Alexis Pister, Paolo Buono, Catherine Plaisant, Cody Dunne, Jean-Daniel Fekete

Contributors: Fekete, Jean-Daniel, Di Bartolomeo, Sara, Pister, Alexi, Buono, Paolo, Plaisant, Catherine, Dunne, Cody, Fekete, Jean‐daniel

Source: Computer Graphics Forum. 41:259-270

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, [INFO.INFO-HC] Computer Science [cs]/Human-Computer Interaction [cs.HC], Graph layout. Layout optimization. Layered Hypergraph representation

File Description: application/pdf

Access URL: https://inria.hal.science/hal-03694781v1
https://doi.org/10.1111/cgf.14538
https://inria.hal.science/hal-03694781v1/document

A Novel Tool for Graph Theory Education: Interactive Exploration of the Hamiltonian Problem with Z3 and the Keçeci Layout

Authors: Keçeci, Mehmet

Subject Terms: Graph Visualization, Computational Logic, Automated Reasoning, Data Visualization, Hamiltonian Cycle, Z3 Theorem Prover, Z3, Keçeci Layout, CSP, Graph Layout Algorithms, Declarative Programming, Graph Theory, Symbolic Computation, Constraint Satisfaction Problem, NP-Complete Problems, SMT Solver

Scalable Force Directed Graph Layout Algorithms Using Fast Multipole Methods

Authors: Yunis, Enas, Yokota, Rio, Ahmadia, Aron

Source: 2012 11th International Symposium on Parallel and Distributed Computing Parallel and Distributed Computing (ISPDC), 2012 11th International Symposium on. :180-187 Jun, 2012

Relation: 2012 11th International Symposium on Parallel and Distributed Computing (ISPDC)

Force-Directed Graph Layouts by Edge Sampling

Authors: Gove, Robert

Source: 2019 IEEE 9th Symposium on Large Data Analysis and Visualization (LDAV) Large Data Analysis and Visualization (LDAV),2019 IEEE 9th Symposium on. :1-5 Oct, 2019

Relation: 2019 IEEE 9th Symposium on Large Data Analysis and Visualization (LDAV)

The Multi-Dimensional Landscape of Graph Drawing Metrics

Authors: Mooney, Gavin J., Purchase, Helen C., Wybrow, Michael, Kobourov, Stephen G.

Source: 2024 IEEE 17th Pacific Visualization Conference (PacificVis) PACIFICVIS Pacific Visualization Conference (PacificVis), 2024 IEEE 17th. :122-131 Apr, 2024

Relation: 2024 IEEE 17th Pacific Visualization Conference (PacificVis)

Evaluating Representation Learning and Graph Layout Methods for Visualization

Authors: Heiter, E., Kang, B., De Bie, T., Lijffijt, J., Potel, M.

Source: IEEE Computer Graphics and Applications IEEE Comput. Grap. Appl. Computer Graphics and Applications, IEEE. 42(3):19-28 Jun, 2022

Evaluating Graph Layout Algorithms: A Systematic Review of Methods and Best Practices.

Authors: Di Bartolomeo, Sara^1,2 (AUTHOR) dibartolomeo.s@northeastern.edu, Crnovrsanin, Tarik¹ (AUTHOR) crnovrsanin.t@northeastern.edu, Saffo, David¹ (AUTHOR) saffo.d@northeastern.edu, Puerta, Eduardo¹ (AUTHOR) puerta.e@northeastern.edu, Wilson, Connor¹ (AUTHOR) wilson.conn@northeastern.edu, Dunne, Cody¹ (AUTHOR) c.dunne@northeastern.edu

Source: Computer Graphics Forum. Sep2024, Vol. 43 Issue 6, p1-31. 31p.

Subject Terms: *Dense graphs, *Evaluation methodology, *Best practices, *Algorithms

Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT’s Potential to Apply Graph Layout Algorithms

Authors: Sara Di Bartolomeo, Giorgio Severi, Victor Schetinger, Cody Dunne

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computer Science - Human-Computer Interaction, Human-Computer Interaction (cs.HC)

Access URL: http://arxiv.org/abs/2303.08819

ON KAMADA-KAWAI GRAPH LAYOUT WITH GRAPH NEURAL NETWORKS.

Alternate Title: ПРО УКЛАДАННЯ ГРАФІВ АЛГОРИТМОМ КАМАДА-КАВАЇ ЗА ДОПОМОГОЮ ГРАФОВИХ НЕЙРОННИХ МЕРЕЖ (Ukrainian)

Authors: LINNYK, Olena, POLYAKOVA, Lyudmyla, ZARETSKA, Iryna

Source: Radioelectronic & Computer Systems / Radìoelektronnì ì Komp'ûternì Sistemi; 2025, Issue 3, p101-110, 10p

Subject Terms: Graph neural networks, Visualization, Symmetry, Mathematical optimization, Cost functions

Graph Exploration with Embedding-Guided Layouts

Authors: Shen, Leixian, Tai, Zhiwei, Shen, Enya, Wang, Jianmin

Subject Terms: Computer Science - Data Structures and Algorithms

Access URL: http://arxiv.org/abs/2208.13699

A collection of benchmark datasets for evaluating graph layout algorithms

Authors: Sara Di Bartolomeo, Eduardo Puerta, Connor Wilson, Tarik Crnovrsanin, Cody Dunne

Node-attribute Graph Layout for Small-World Networks

Authors: Gibson, Helen, Faith, Joe

Source: 2011 15th International Conference on Information Visualisation Information Visualisation (IV), 2011 15th International Conference on. :482-487 Jul, 2011

Relation: 2011 15th International Conference Information Visualisation (IV)

The worst graph layout algorithm ever

Authors: Sara Di Bartolomeo, Matt Lang, Cody Dunne

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Beyond Topology: Deterministic and Order-Preserving Graph Visualization with the Keçeci Layout

Authors: Mehmet Keçeci

Subject Terms: Other information and computing sciences not elsewhere classified, Keçeci Layout, KececiLayout, Keçeci Zigzag Layout Algorithm, Zigzag Layout, Deterministic Algorithm, Deterministic Layout, Graph Layout

Availability: https://doi.org/10.48546/workflowhub.document.34.4
https://figshare.com/articles/online_resource/Beyond_Topology_Deterministic_and_Order-Preserving_Graph_Visualization_with_the_Ke_eci_Layout/29469644