Faculty profile
Renjie Liao
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Research
Latest papers
Point transformer for protein structural heterogeneity analysis using CryoEM.
ArXiv · 2026 · senior author
Latest funding
- $149,999
Video Generation with Neural 4D Gaussian Splatting
NSERC · 2025 · Principal investigator
- $12,500
Understanding and Improving Deep Learning for Structured Data
NSERC · 2022 · Principal investigator
- $87,000
Understanding and Improving Deep Learning for Structured Data
NSERC · 2022 · Principal investigator
1 publications.
Point transformer for protein structural heterogeneity analysis using CryoEM.
Chen M, Li M, Liao R
Video Generation with Neural 4D Gaussian Splatting
Principal investigators: Liao, Renjie
Keywords: Information, computer and communication technologies; Computer software
Understanding and Improving Deep Learning for Structured Data
Principal investigators: Liao, Renjie
Understanding and Improving Deep Learning for Structured Data
Principal investigators: Liao, Renjie
Keywords: deep learning; graph neural networks; deep generative models; structured latent variable models; geometric deep learning; out-of-distribution generalization; neural algorithmic reasoning; computer vision; self-driving
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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