Siran Dai
3 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
image generation
(1)
self-supervised learning
(1)
data augmentation
(1)
robust classification
(1)
fine-grained classification
(1)
semantic representation
(1)
auc optimization
(1)
surrogate loss
(1)
distributionally robust optimization
(1)
diffusion model
(1)
latent space
(1)
classifier-free guidance
(1)
long-tailed distribution
(1)
temporal correspondence
(1)
video representation
(1)
video representation learning
(1)
masked video modeling
(1)
Papers
HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models
AAAI 2026
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning
CVPR 2025
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework
NIPS 2023