Huaming Chen
9 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (3)
ICLR (2)
ICML (2)
ICCV (1)
UAI (1)
Top co-authors
Keywords
federated learning
(1)
representation learning
(1)
contrastive learning
(1)
zero-shot learning
(1)
image segmentation
(1)
domain adaptation
(1)
unsupervised domain adaptation
(1)
text-to-image generation
(1)
prompt learning
(1)
computational efficiency
(1)
image denoising
(1)
model interpretability
(1)
diffusion model
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deep neural network
(1)
data heterogeneity
(1)
consistency regularization
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medical image grading
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attribution method
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volumetric segmentation
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diabetic retinopathy
(1)
Papers
Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating
AAAI 2026
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling
AAAI 2025
Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution
ICML 2025
Improving Adversarial Transferability via Decision Boundary Adaptation
UAI 2025
FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning
ICCV 2025
AttEXplore: Attribution for Explanation with model parameters eXploration
ICLR 2024
Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency Adaptation
ICLR 2024
MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks
AAAI 2024
Iterative Search Attribution for Deep Neural Networks
ICML 2024