Guangyu Sun
11 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7) π Academic Marathon (6)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π
Century Club
(11)
π
Conference Pioneer
Conferences
ECCV (3)
AAAI (2)
NIPS (2)
CVPR (1)
ICCV (1)
IJCAI (1)
WACV (1)
Top co-authors
Research topics
Keywords
differential privacy
(3)
federated learning
(2)
membership attack
(2)
vision transformer
(1)
diffusion model
(1)
secure computation
(1)
stochastic gradient descent
(1)
model aggregation
(1)
medical image analysis
(1)
adaptive inference
(1)
stochastic gradient langevin dynamics
(1)
convolutional neural network
(1)
deep convolutional neural network
(1)
data heterogeneity
(1)
generative adversarial network
(1)
image-to-image translation
(1)
generalization gap
(1)
bayesian neural network
(1)
inference efficiency
(1)
privacy attack
(1)
Papers
Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models
WACV 2025
Towards Multi-modal Transformers in Federated Learning
ECCV 2024
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning
ICCV 2023
PTQ4ViT: Post-Training Quantization for Vision Transformers with Twin Uniform Quantization
ECCV 2022
Latency-aware Spatial-wise Dynamic Networks
NIPS 2022
S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search
ECCV 2020
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics
AAAI 2020
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection
NIPS 2019
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification
CVPR 2019
BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference
IJCAI 2019
G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification
AAAI 2019