Doctor of Philosophy - PhD
Computer Science & Engineering
UNSW Sydney
– Present
About Me
I am a PhD candidate in the School of Computer Science and Engineering at UNSW Sydney, supervised by Professors Wenjie Zhang and Hanchen Wang. I am also part of the MACSYS Centre of Excellence.
My research connects machine learning with data systems. I work on recovering missing values in multivariate time series and on graph problems such as subgraph matching and counting. I am especially interested in methods that can support biological data analysis and whole-cell modelling.
Recent News
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MACSYS Theme 3 Workshop at UNSW
I presented my work at the MACSYS Theme 3 workshop on automating whole-cell modelling and joined discussions with researchers across disciplines.
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Australasian Database Conference (ADC 2025)
I attended ADC 2025 in Sydney and helped prepare the Sydney program and provide IT support during the conference.
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MACSYS Centre Retreat 2025
I participated in the MACSYS Centre Retreat, where members shared their work and discussed future research directions.
Education
Master of Science - MS
Information Technology & Data Science
UNSW Sydney
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Bachelor of Engineering - BE
Computer Science
UNSW Sydney
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Publications
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FADTI: Fourier and Attention Driven Diffusion for Multivariate Time Series Imputation
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Algorithmic and Learning-based Approaches to Subgraph Matching and Counting: A Survey
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kNN Join for Dynamic High-Dimensional Data: A Parallel Approach
Projects
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FADTI · Multivariate Time-Series Imputation
Open-source implementation of a diffusion model for multivariate time-series imputation. The repository includes setup instructions, code, datasets, and experiment scripts.
News
-
MACSYS Theme 3 Workshop at UNSW
I presented my work at the MACSYS Theme 3 workshop on automating whole-cell modelling and joined discussions with researchers across disciplines.
-
Australasian Database Conference (ADC 2025)
I attended ADC 2025 in Sydney and helped prepare the Sydney program and provide IT support during the conference.
-
MACSYS Centre Retreat 2025
I participated in the MACSYS Centre Retreat, where members shared their work and discussed future research directions.
-
MACSYS Student & EMCR Workshop and Centre Launch
The MACSYS Student & EMCR Workshop and Centre Launch were held in Melbourne, bringing together researchers from across institutions to network, share ideas, and celebrate the Centre’s collaborative research mission.
MACSYS Theme 3 Workshop at UNSW
I presented my work at the MACSYS Theme 3 workshop on automating whole-cell modelling and joined discussions with researchers across disciplines.
MACSYS Student & EMCR Workshop and Centre Launch
MACSYS Student & EMCR Workshop (Oct 27)
A full-day workshop at the University of Melbourne where MACSYS students and EMCRs networked, shared research ideas, and explored opportunities for future collaboration, followed by dinner and mini golf.
MACSYS Centre Launch (Oct 28)
A formal launch event celebrating MACSYS’s collaborative research mission, featuring a headquarters tour, Welcome to Country and Smoking Ceremony, keynote speeches, and networking at the Science Gallery in Melbourne Connect.
Useful Links
