Fan Cheng
7 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Trend Setter
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Research topics
Deep Learning
(5)
Machine Learning
(5)
Models
(4)
Computer Vision
(3)
Generation
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Techniques
(2)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
diffusion model
(3)
numerical reasoning
(2)
generative model
(2)
self-supervised learning
(1)
text-to-image synthesis
(1)
question answering
(1)
semantic parsing
(1)
image captioning
(1)
image synthesis
(1)
computational efficiency
(1)
signal decomposition
(1)
structured output
(1)
lipschitz constant
(1)
stochastic differential equation
(1)
vision-language model
(1)
concept extraction
(1)
denoising process
(1)
computational cost
(1)
table question answering
(1)
sampling acceleration
(1)
Papers
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence
ICCV 2025
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
CVPR 2025
Exploring Guided Sampling of Conditional GANs
ECCV 2024
Lipschitz Singularities in Diffusion Models
ICLR 2024
Dimensionality-Varying Diffusion Process
CVPR 2023
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining
ACL 2022
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data
EMNLP 2022