Gilbert Bernstein
Assistant Professor
Designs high-performance domain-specific languages for computer graphics, physical simulation and differentiable programming.
Gilbert Bernstein's lab at UW works on physics-based simulation & animation, rendering & appearance and physics, climate & scientific computing. 13 papers since 2023, 9 at top venues, mostly ASPLOS and SIGGRAPH Asia. 2 PhD students. 3 alumni, most often to Adobe and Qualcomm. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 69%
- PhD students
- 2
- MS students
- 0
- alumni listed
- 3
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 4 papers2025 · T1 2
- 7 papers2024 · T1 5
- 2 papers2023 · T1 2
T1 venuesOtherVenues: ASPLOS, SIGGRAPH Asia, UIST, NSDI, PLDI
Research focuspaper titles that use each topic's words
- Physics-based simulation & animation0 papers
- Rendering & appearance0 papers
- Physics, climate & scientific computing0 papers
- domain-specific languages0 papers
- physical simulation0 papers
Paper list
From the lab homepage.
20254 papers
- ASPLOS (T1)Exo 2: Growing a Scheduling Language (opens in a new tab)
- NSDI (T1)High Level Programming for Application Networks (opens in a new tab)
- PACMIPiper: Towards Flexible Pipeline Parallelism for PyTorch (opens in a new tab)
- ICFPPolynomial-Time Program Equivalence for Machine Knitting (opens in a new tab)
20247 papers
- PLDI (T1)A Verified Compiler for a Functional Tensor Language (opens in a new tab)
- OOPSLADistributions for Compositionally Differentiating Parametric Discontinuities (opens in a new tab)
- ASPLOS (T1)FPGA Technology Mapping Using Sketch-Guided Synthesis (opens in a new tab)
- SCALearning to Move like Professional Counter-Strike Players (opens in a new tab)
- SIGGRAPH Asia (T1)UFO Instruction Graphs are Machine Knittable (opens in a new tab)
- UIST (T1)Understanding and Supporting Debugging Workflows in CAD (opens in a new tab)
- UIST (T1)WasteBanned: Supporting Zero Waste Fashion Design with Linked Edits (opens in a new tab)
20232 papers
Where alumni went3 listed, 100% to industry
Industry 2Academia 0
Most often to
- Adobe
- Qualcomm
Apply to UWFall 2027
UW Allen School Computer Science PhD
- Round
- Single round
- Opens
- GRE
- not required
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Your notes
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Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
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