Karl D.D. Willis
10 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Renaissance Researcher (5)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Architectures
(5)
Core AI
(5)
Computer Vision
(4)
Machine Learning
(4)
Analysis
(3)
Core Methods
(2)
Models
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Generation Β· Computer Vision
(1)
Generation Β· Natural Language Processing
(1)
Keywords
graph neural network
(4)
boundary representation
(3)
cad model
(2)
3d shape
(2)
3d shape generation
(1)
point cloud
(1)
zero-shot learning
(1)
language model alignment
(1)
variational inference
(1)
weak supervision
(1)
hierarchical representation
(1)
message passing
(1)
generative model
(1)
diffusion model
(1)
latent space
(1)
instruction following
(1)
disentangled representation
(1)
vision-language model
(1)
multi-turn interaction
(1)
autoregressive model
(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
CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes From Natural Language
CVPR 2023
Hierarchical Neural Coding for Controllable CAD Model Generation
ICML 2023
JoinABLe: Learning Bottom-Up Assembly of Parametric CAD Joints
CVPR 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
ICML 2022
BRepNet: A Topological Message Passing System for Solid Models
CVPR 2021
Inferring CAD Modeling Sequences Using Zone Graphs
CVPR 2021
UV-Net: Learning From Boundary Representations
CVPR 2021