Shizhao Sun
10 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25)
π
Keyword Champion
(3)
π
Grand Slam
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Computer Vision
(5)
Generation
(5)
Artificial Intelligence
(4)
Computer Science
(4)
Applications
(4)
Core AI
(4)
Models
(4)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Reinforcement Learning
(1)
Keywords
layout generation
(5)
graphic design
(3)
large language model
(3)
policy gradient
(1)
prompt engineering
(1)
semantic parsing
(1)
in-context learning
(1)
automated data synthesis
(1)
text-based interface
(1)
hierarchical representation
(1)
sequential learning
(1)
data anonymization
(1)
generative model
(1)
variational autoencoder
(1)
discrete diffusion
(1)
large multimodal model
(1)
denoising process
(1)
token prediction
(1)
two-stage generation
(1)
cad editing
(1)
Papers
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
ICML 2025
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
ICLR 2025
From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
CVPR 2025
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
ICML 2025
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
ICCV 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
ICCV 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
CVPR 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models
NeurIPS 2023
Coarse-to-Fine Generative Modeling for Graphic Layouts
AAAI 2022
Data-Anonymous Encoding for Text-to-SQL Generation
EMNLP 2019