Yiyang Ma
8 papers · 2023–2026 · 5 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
(12)
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Hot Topic Early Bird
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Research topics
Keywords
diffusion model
(4)
image generation
(3)
multimodal learning
(3)
autoregressive model
(2)
vision-language model
(2)
multimodal understanding
(2)
generative model
(1)
score function
(1)
denoising autoencoder
(1)
cross-modal alignment
(1)
perceptual quality
(1)
sampling method
(1)
position encoding
(1)
ordinary differential equation
(1)
rectified flow
(1)
diffusion transformer
(1)
position embedding
(1)
multimodal diffusion
(1)
high-resolution image
(1)
audio generation
(1)
Papers
Exploring Position Encoding Mechanism in Diffusion U-Net for Training-free High-resolution Image Generation
AAAI 2026
ResDiT: Evoking the Intrinsic Resolution Scalability in Diffusion Transformers
CVPR 2026
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
CVPR 2025
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
CVPR 2025
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder
ICML 2024
MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion
ECCV 2024
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
ICLR 2024
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
CVPR 2023