Wenxin Tai (台文鑫)

PhD

ICDM Lab
School of Software Engineering
University of Electronic Science and Technology of China

Email: moc.kooltuo [TA] iatxw
[Google Scholar] [GitHub]

Wenxin Tai

I am currently seeking faculty positions and am also open to excellent postdoctoral opportunities. Please feel free to contact me.

Short Bio

I received my BS degree in Communication Engineering in 2019, MS degree in Software Engineering in 2022, and PhD degree in Software Engineering in 2026 from the University of Electronic Science and Technology of China (UESTC). My research focuses on building trustworthy AI systems for structured data, with a particular interest in applications to biology and medicine.

"The soul without imagination is what an observatory would be without a telescope."    — Henry Ward Beecher

Ramblings

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Selected Publications

Self-Consistency project thumbnail
Self-Consistency Improves the Trustworthiness of Self-Interpretable GNNs
Wenxin Tai, Ting Zhong, Goce Trajcevski, Fan Zhou*
ICLR 2026
[Page] [Paper] [Code]
Redundancy project thumbnail
Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs
Wenxin Tai, Ting Zhong, Goce Trajcevski, Fan Zhou*
ICML 2025
[Paper] [Code]
DOSE project thumbnail
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement
Wenxin Tai, Yue Lei, Fan Zhou*, Goce Trajcevski, Ting Zhong
NeurIPS 2023
[Page] [Paper] [Code]
TrustGeo project thumbnail
TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation
Wenxin Tai, Bin Chen, Fan Zhou*, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen
KDD 2023
[Paper] [Code]
DR-DiffuSE project thumbnail
Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement
Wenxin Tai, Fan Zhou, Goce Trajcevski, Ting Zhong*
AAAI 2023
[Paper] [Code]

Honors

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Last update: Jun 2026