Jiaru Zhang
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
π₯
Unstoppable
(5)
Conferences
CVPR (2)
ICML (2)
AAAI (1)
AISTATS (1)
ICCV (1)
Top co-authors
Research topics
Keywords
copyright protection
(2)
bayesian neural network
(2)
uncertainty quantification
(2)
diffusion model
(2)
epistemic uncertainty
(2)
parameter estimation
(1)
kl divergence
(1)
distributed learning
(1)
posterior sampling
(1)
model uncertainty
(1)
monte carlo estimation
(1)
monte carlo sampling
(1)
spectral norm
(1)
backdoor attack
(1)
generative model
(1)
adversarial defense
(1)
adversarial example
(1)
gradient inversion
(1)
gradient alignment
(1)
model performance
(1)
Papers
Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-wise Gradient Alignment
ICCV 2025
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
AISTATS 2025
Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models
ICML 2025
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion
CVPR 2024
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
ICML 2023
Improving Bayesian Neural Networks by Adversarial Sampling
AAAI 2022
Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization
CVPR 2021