Guojun Zhang
14 papers · 2019–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π
Academic Marathon
(6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Grand Slam
π
Conference Pioneer
β‘
Prolific Year
(6)
π
Century Club
(14)
π₯
Unstoppable
(7)
Conferences
ICLR (2)
ICML (2)
JMLR (2)
UAI (2)
AAAI (1)
AISTATS (1)
ICCV (1)
IJCAI (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
out-of-distribution generalization
(2)
gradient descent
(2)
domain generalization
(2)
non-convex optimization
(1)
expectation maximization
(1)
image segmentation
(1)
game theory
(1)
feature learning
(1)
bayesian inference
(1)
model calibration
(1)
medical imaging
(1)
domain adaptation
(1)
confidence calibration
(1)
unsupervised domain adaptation
(1)
feature embedding
(1)
medical image segmentation
(1)
variational inference
(1)
feature representation
(1)
adversarial learning
(1)
Papers
Moment Alignment: Unifying Gradient and Hessian Matching for Domain Generalization
UAI 2025
Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space
AAAI 2024
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks
AISTATS 2024
Robust Multi-Task Learning with Excess Risks
ICML 2024
TSESNet: Temporal-Spatial Enhanced Breast Tumor Segmentation in DCE-MRI Using Feature Perception and Separability
IJCAI 2024
Label Alignment Regularization for Distribution Shift
JMLR 2024
Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model
MICCAI 2024
Understanding Hessian Alignment for Domain Generalization
ICCV 2023
Optimality and Stability in Non-Convex Smooth Games
JMLR 2022
Domain Adversarial Training: A Game Perspective
ICLR 2022
f-Domain Adversarial Learning: Theory and Algorithms
ICML 2021
Quantifying and Improving Transferability in Domain Generalization
NIPS 2021
Convergence of Gradient Methods on Bilinear Zero-Sum Games
ICLR 2020
Comparing EM with GD in Mixture Models of Two Components
UAI 2019