Zhuo Huang
9 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Triple Crown
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Keyword Collector
(51)
Venues
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Research topics
Keywords
variational inference
(3)
semi-supervised learning
(3)
domain generalization
(2)
multimodal large language model
(2)
in-context learning
(1)
domain adaptation
(1)
robust optimization
(1)
distributionally robust optimization
(1)
noisy label learning
(1)
data augmentation
(1)
feature distribution
(1)
multimodal learning
(1)
cross-modal learning
(1)
neural network optimization
(1)
distribution shift
(1)
loss landscape
(1)
worst-case optimization
(1)
empirical risk
(1)
information bottleneck
(1)
label noise detection
(1)
Papers
Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning
ICML 2025
Towards Out-of-Modal Generalization without Instance-level Modal Correspondence
ICLR 2025
Improving Non-Transferable Representation Learning by Harnessing Content and Style
ICLR 2024
Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning
ICML 2024
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
NeurIPS 2024
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning
NeurIPS 2023
Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
ICLR 2023
Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
CVPR 2023
Universal Semi-Supervised Learning
NeurIPS 2021