Pradeep Kumar Jayaraman
11 papers · 2018–2026 · 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 Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(53)
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Research topics
Keywords
graph neural network
(3)
neural network
(2)
cad model
(2)
generative model
(2)
boundary representation
(2)
autoregressive transformer
(1)
few-shot learning
(1)
unsupervised learning
(1)
language model alignment
(1)
3d vision
(1)
weak supervision
(1)
mechanism design
(1)
hierarchical representation
(1)
message passing
(1)
transformer architecture
(1)
disentangled representation
(1)
autoregressive model
(1)
point cloud
(1)
evolutionary algorithm
(1)
monte carlo tree search
(1)
Papers
MechaFormer: Sequence Learning for Kinematic Mechanism Design Automation
AAAI 2026
Aligning Constraint Generation with Design Intent in Parametric CAD
ICCV 2025
Deep Generative Model for Mechanical System Configuration Design
AAAI 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
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
UV-Net: Learning From Boundary Representations
CVPR 2021
UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps
ICCV 2021
Quadtree Convolutional Neural Networks
ECCV 2018