Karl D.D. Willis
10 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π
Renaissance Researcher
(7)
π
Keyword Champion
(3)
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
CVPR (5)
ICML (2)
ECCV (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
graph neural network
(4)
boundary representation
(3)
3d shape
(2)
cad model
(2)
point cloud
(1)
3d vision
(1)
zero-shot learning
(1)
weak supervision
(1)
3d shape generation
(1)
hierarchical representation
(1)
message passing
(1)
generative model
(1)
diffusion model
(1)
autoregressive model
(1)
vision-language model
(1)
language model alignment
(1)
latent space
(1)
multi-turn interaction
(1)
disentangled representation
(1)
instruction following
(1)
Papers
Aligning Constraint Generation with Design Intent in Parametric CAD
ICCV 2025
mrCAD: Multimodal Communication to Refine Computer-aided Designs
EMNLP 2025
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches
ECCV 2024
Hierarchical Neural Coding for Controllable CAD Model Generation
ICML 2023
CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes From Natural Language
CVPR 2023
JoinABLe: Learning Bottom-Up Assembly of Parametric CAD Joints
CVPR 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
ICML 2022
Inferring CAD Modeling Sequences Using Zone Graphs
CVPR 2021
BRepNet: A Topological Message Passing System for Solid Models
CVPR 2021
UV-Net: Learning From Boundary Representations
CVPR 2021