Pradeep Kumar Jayaraman
11 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (7) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (19)
π
Conference Polyglot
(5)
π
Academic Marathon
(7)
π
Century Club
(10)
ποΈ
Keyword Collector
(53)
π
Conference Pioneer
π₯
Unstoppable
(5)
Conferences
CVPR (3)
AAAI (2)
ECCV (2)
ICCV (2)
ICML (2)
Top co-authors
Keywords
graph neural network
(3)
neural network
(2)
generative model
(2)
cad model
(2)
boundary representation
(2)
variational inference
(1)
few-shot learning
(1)
unsupervised learning
(1)
weak supervision
(1)
language model alignment
(1)
mechanism design
(1)
hierarchical representation
(1)
message passing
(1)
monte carlo tree search
(1)
transformer architecture
(1)
evolutionary algorithm
(1)
disentangled representation
(1)
3d vision
(1)
deep generative model
(1)
autoregressive model
(1)
Papers
MechaFormer: Sequence Learning for Kinematic Mechanism Design Automation
AAAI 2026
Deep Generative Model for Mechanical System Configuration Design
AAAI 2025
Aligning Constraint Generation with Design Intent in Parametric CAD
ICCV 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
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
ICML 2022
JoinABLe: Learning Bottom-Up Assembly of Parametric CAD Joints
CVPR 2022
BRepNet: A Topological Message Passing System for Solid Models
CVPR 2021
UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps
ICCV 2021
UV-Net: Learning From Boundary Representations
CVPR 2021
Quadtree Convolutional Neural Networks
ECCV 2018