mengping yang
8 papers · 2022–2026 · 5 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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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
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Research topics
Deep Learning
(5)
Models
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(3)
Computer Vision
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
image generation
(3)
generative adversarial network
(2)
diffusion transformer
(2)
text-to-image generation
(2)
representation learning
(2)
personalized generation
(1)
data augmentation
(1)
image synthesis
(1)
diffusion model
(1)
multimodal large language model
(1)
frequency domain
(1)
frequency analysis
(1)
residual connection
(1)
zero-shot synthesis
(1)
embedding network
(1)
topological relation
(1)
global reconstruction
(1)
information-theoretic loss
(1)
infinite shot
(1)
limited data
(1)
Papers
DiverseDiT: Towards Diverse Representation Learning in Diffusion Transformers
CVPR 2026
FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers
ICCV 2025
An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation
ECCV 2024
Attention Calibration for Disentangled Text-to-Image Personalization
CVPR 2024
Revisiting the Evaluation of Image Synthesis with GANs
NeurIPS 2023
Better Embedding and More Shots for Few-shot Learning
IJCAI 2022
FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
NeurIPS 2022
WaveGAN: Frequency-Aware GAN for High-Fidelity Few-Shot Image Generation
ECCV 2022