About Me
Hi, this is Mandy!
I am a Postdoctoral Researcher at Yale University, working with Prof. Julie Dorsey and Prof. Holly Rushmeier. Previously, I worked with Prof. Wenzel Jakob at École Polytechnique Fédérale de Lausanne (EPFL). I earned my PhD in Computer Science from Cornell University in 2022, advised by Prof. Steve Marschner. Before pursuing graduate studies, I received my Bachelor of Science in Applied Mathematics from University of California, Los Angeles (UCLA) in 2016, where I worked with Prof. Chenfanfu Jiang, and Prof. Joseph Teran.
My research bridges computer graphics, optics, and machine learning. I develop physics-based and neural methods for multiscale simulation and inverse rendering, combining physical accuracy with the flexibility and scalability of learning-based methods for practical and scientific impact.
Outside of work, I enjoy rock climbing and playing the drums.
News
- Oct 2025: Invited talk at Wesleyan University.
- Sep 2025: Serving on the paper committees for SIGGRAPH 2026 and Eurographics 2026.
- Sep 2025: Invited talk at Adobe Research.
- Aug 2025: “Spectral Reconstruction with Uncertainty Quantification via Differentiable Rendering and Null-Space Sampling” accepted to SIGGRAPH Asia 2025.
- Jun 2025: Invited talks at Peking University, Tsinghua University, and Beijing Normal University.
- May 2025: Congrats to Rachel Liang on successfully defending her master’s thesis!
- Apr 2025: Invited talk at the New England Symposium on Graphics, MIT.
- Mar 2025: “Predicting Fabric Appearance Through Thread Scattering and Inversion” accepted to SIGGRAPH 2025.
- Jan 2025: Guest instructor for CPCS 479/579 – Advanced Topics in Computer Graphics (Spring 2025).
- Nov 2024: Serving on program committees for SIGGRAPH 2025 and EGSR 2025.
Publications