Zhuo Huang
9 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Triple Crown
Conferences
ICLR (3)
NIPS (3)
ICML (2)
CVPR (1)
Top co-authors
Keywords
semi-supervised learning
(2)
robust optimization
(1)
domain generalization
(1)
domain adaptation
(1)
feature distribution
(1)
noisy label learning
(1)
in-context learning
(1)
neural network optimization
(1)
loss landscape
(1)
distribution shift
(1)
worst-case optimization
(1)
empirical risk
(1)
distributionally robust optimization
(1)
multimodal large language model
(1)
class distribution mismatch
(1)
generalization performance
(1)
robust generalization
(1)
unlabeled datum
(1)
sharpness minimization
(1)
worst-case training
(1)
Papers
Towards Out-of-Modal Generalization without Instance-level Modal Correspondence
ICLR 2025
Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning
ICML 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
NIPS 2024
Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
ICLR 2023
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning
NIPS 2023
Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
CVPR 2023
Universal Semi-Supervised Learning
NIPS 2021