Suorong Yang
5 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
training efficiency
(2)
data selection
(2)
preference optimization
(1)
multimodal learning
(1)
vision-language model
(1)
model generalization
(1)
noisy label
(1)
multimodal reasoning
(1)
generalization performance
(1)
critic model
(1)
epsilon-sample cover
(1)
sample redundancy
(1)
dynamic data selection
(1)
local density
(1)
language critique
(1)
representation learning
(1)
multimodal semantic consistency
(1)
direct preference optimization
(1)
data augmentation
(1)
Papers
A CLIP-Powered Framework for Robust and Generalizable Data Selection
ICLR 2025
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
CVPR 2025
Reinforcement Learning-Guided Data Selection via Redundancy Assessment
ICCV 2025
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
ICML 2025
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification
ECCV 2024