Xinyuan Yan

According to our database, Xinyuan Yan authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Explainable Mapper: Charting LLM Embedding Spaces Using Perturbation-Based Explanation and Verification Agents.

Xinyuan Yan, Rita Sevastjanova, Sinie van der Ben, Mennatallah El-Assady, Bei Wang

CoRR, July, 2025

VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis.

Xinyuan Yan, Xiwei Xuan, Jorge Piazentin Ono, Jiajing Guo, Vikram Mohanty, Arvind Kumar Shekar, Liang Gou, Bei Wang, Liu Ren

CoRR, May, 2025

See or Recall: A Sanity Check for the Role of Vision in Solving Visualization Question Answer Tasks with Multimodal LLMs.

Zhimin Li, Haichao Miao, Xinyuan Yan, Valerio Pascucci, Matthew Berger, Shusen Liu

CoRR, April, 2025

<i>VISLIX</i>: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis.

Xinyuan Yan, Xiwei Xuan, Jorge Piazentin Ono, Jiajing Guo, Vikram Mohanty, Arvind Kumar Shekar, Liang Gou, Bei Wang, Liu Ren

Comput. Graph. Forum, 2025

2024

RTM Gravity Forward Modeling Using Improved Fully Connected Deep Neural Networks.

Baoyu Zhang, Meng Yang, Wei Feng, Mi Jiang, Xinyuan Yan, Min Zhong

IEEE Trans. Geosci. Remote. Sens., 2024

Generating Euler Diagrams Through Combinatorial Optimization.

Peter Rottmann, Peter J. Rodgers, Xinyuan Yan, Daniel Archambault, Bei Wang, Jan-Henrik Haunert

Comput. Graph. Forum, 2024

Exploring Visualization for Fairness in AI Education.

Xinyuan Yan, Youjia Zhou, Arul Mishra, Himanshu Mishra, Bei Wang

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

EulerMerge: Simplifying Euler Diagrams Through Set Merges.

Xinyuan Yan, Peter Rodgers, Peter Rottmann, Daniel Archambault, Jan-Henrik Haunert, Bei Wang

Proceedings of the Diagrammatic Representation and Inference, 2024

2023

Flexible and Probabilistic Topology Tracking with Partial Optimal Transport.

Mingzhe Li, Xinyuan Yan, Lin Yan, Tom Needham, Bei Wang

CoRR, 2023

2020

Interactive Structure-aware Blending of Diverse Edge Bundling Visualizations.

Yunhai Wang, Mingliang Xue, Yanyan Wang, Xinyuan Yan, Baoquan Chen, Chi-Wing Fu, Christophe Hurter

IEEE Trans. Vis. Comput. Graph., 2020

2018

Neural representations of the multidimensional self in the cortical midline structures.

Chunliang Feng, Xinyuan Yan, Wenhao Huang, Shihui Han, Yina Ma

NeuroImage, 2018