Bingyan Liu
10 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Keyword Collector
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Research topics
Deep Learning
(10)
Models
(6)
Artificial Intelligence
(5)
Computer Vision
(5)
Machine Learning
(5)
Generation
(4)
Core AI
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Processing
(3)
Application Areas
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Techniques
(2)
Keywords
text-to-image synthesis
(4)
diffusion model
(4)
video generation
(2)
federated learning
(2)
image generation
(1)
transfer learning
(1)
neural network compression
(1)
video synthesis
(1)
feature learning
(1)
attention mechanism
(1)
neural network optimization
(1)
prompt engineering
(1)
distributed learning
(1)
image editing
(1)
distributed optimization
(1)
text-to-image generation
(1)
embedding learning
(1)
model pruning
(1)
information entropy
(1)
continual learning
(1)
Papers
AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing
IJCAI 2025
Embeddings for Numerical Features Using tanh Activation
ACL 2025
Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis
CVPR 2025
PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning
AAAI 2025
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud
ACL 2024
Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
CVPR 2024
Traceable Federated Continual Learning
CVPR 2024
BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis
EMNLP 2023
Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed
ACL 2023
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning
AAAI 2021