Tiankai Xie

Orcid: 0009-0008-8832-0063

According to our database¹, Tiankai Xie authored at least 9 papers between 2020 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2025

LossLens: Diagnostics for Machine Learning Through Loss Landscape Visual Analytics.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2025

2024

DPKnob: A visual analysis approach to risk-aware formulation of differential privacy schemes for data query scenarios.

[BibT_eX]

[DOI]

Vis. Informatics, 2024

Visualizing Loss Functions as Topological Landscape Profiles.

[BibT_eX]

[DOI]

CoRR, 2024

Evaluating Loss Landscapes from a Topology Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

2022

FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

InfoFair: Information-Theoretic Intersectional Fairness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Auditing the Sensitivity of Graph-based Ranking with Visual Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

MultiFair: Multi-Group Fairness in Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Tiankai Xie

Timeline

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