Fan Cheng
7 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (17)
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Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
CVPR (2)
ACL (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
diffusion model
(2)
numerical reasoning
(2)
video generation
(1)
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)
generative model
(1)
vision-language model
(1)
concept extraction
(1)
denoising process
(1)
computational cost
(1)
table question answering
(1)
sampling acceleration
(1)
arithmetic operation
(1)
Papers
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
CVPR 2025
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence
ICCV 2025
Exploring Guided Sampling of Conditional GANs
ECCV 2024
Lipschitz Singularities in Diffusion Models
ICLR 2024
Dimensionality-Varying Diffusion Process
CVPR 2023
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data
EMNLP 2022
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining
ACL 2022