Wenxin Tai (台文鑫)
3rd Year PhD Candidate (2022-2026)
ICDM Lab
School of Software Engineering
University of Electronic Science and Technology of China
Email: moc.kooltuo@iatxw
[Google Scholar] [GitHub]
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Short Bio
I am currently a PhD candidate in Software Engineering, University of Electronic Science and Technology of China (UESTC), supervised by Prof. Ting Zhong and Prof. Fan Zhou. Before that, I received the BS degree in Communication Engineering and MS degree (supervised by Prof. Qiao Liu and Prof. Tian Lan) in Software Engineering at UESTC in 2019 and 2022, respectively.
The long-term goal of my research is to build a machine that can work well on limited, complex, and uncertain data emerging in real-world applications. To this end, my research focuses on controllable generative probabilistic models and trustworthy artificial intelligence (TAI).
"The soul without imagination is what an observatory would be without a telescope." ----Henry Ward Beecher
News
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[2024-10] Paper rebuttal, rejected, revise and resubmit.
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[2024-04] Personal page updated.
Selected Publications
2023
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement
Wenxin Tai, Yue Lei, Fan Zhou*, Goce Trajcevski, Ting Zhong
NeurIPS 2023.
[
Paper] [
Code]
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]
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]
RIPGeo: Robust Street-Level IP Geolocation
Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou*
MDM 2023.
[
Paper] [
Code]
Honors
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Academic Rising Star of UESTC
2024
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Artificial Intelligence Challenge Runner-up (GNN-based Interpretable Community Detection Track), hosted by www.people.com.cn
2023
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National Scholarship
2023
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Best Student Paper Award of the 24th IEEE International Conference on Mobile Data Management (MDM)
2023
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Artificial Intelligence Challenge Runner-up (Dialog Generation Track), hosted by www.people.com.cn
2022
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Excellent Master's Thesis of UESTC
2022
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Sichuan Outstanding Graduates
2022
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National Scholarship
2021
Services
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Conference Reviewer: NeurIPS, ICLR, KDD, theWebConf, AISTATS
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Journal Reviewer: TKDE, TNNLS, TITS, TNSE, TKDD