Shancheng Fang
12 papers · 2019–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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Keyword Collector
(60)
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Unstoppable · Bronze
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Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(8)
Generation
(8)
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Learning Types · Deep Learning
(4)
Models
(4)
Architectures
(3)
Natural Language Processing
(2)
Analysis
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Applications
(1)
Keywords
reinforcement learning
(2)
image captioning
(2)
scene text recognition
(2)
image generation
(2)
diffusion model
(2)
layout generation
(2)
multimodal large language model
(2)
self-supervised learning
(1)
image editing
(1)
video generation
(1)
face recognition
(1)
text-to-image generation
(1)
iterative refinement
(1)
occlusion handling
(1)
reward model
(1)
embedding learning
(1)
benchmark dataset
(1)
disentangled representation
(1)
multimodal learning
(1)
generative model
(1)
Papers
FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations
AAAI 2026
Seeing is Improving: Visual Feedback for Iterative Text Layout Refinement
CVPR 2026
IGD: Instructional Graphic Design with Multimodal Layer Generation
ICCV 2025
IterMeme: Expert-Guided Multimodal LLM for Interactive Meme Creation with Layout-Aware Generation
IJCAI 2025
Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
CVPR 2025
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations
CVPR 2024
DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation
AAAI 2024
Crossing the Gap: Domain Generalization for Image Captioning
CVPR 2023
ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning
IJCAI 2022
From Two to One: A New Scene Text Recognizer With Visual Language Modeling Network
ICCV 2021
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition
CVPR 2021
Learning to Draw Text in Natural Images with Conditional Adversarial Networks
IJCAI 2019