Chongli Qin
8 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (16) π Conference Polyglot (5)
π
Cross-Pollinator
(12)
π
Conference Pioneer
Conferences
NIPS (3)
ICLR (2)
CVPR (1)
ICCV (1)
UAI (1)
Top co-authors
Keywords
adversarial robustness
(3)
neural network verification
(2)
adversarial training
(2)
generative model
(2)
sample-based evaluation
(1)
formal verification
(1)
lagrangian relaxation
(1)
numerical integration
(1)
adversarial attack
(1)
feature likelihood divergence
(1)
disentangled representation
(1)
interval bound propagation
(1)
generative adversarial network
(1)
domain generalization
(1)
model generalization
(1)
evaluation metric
(1)
overfitting detection
(1)
ordinary differential equation
(1)
gan training
(1)
verified accuracy
(1)
Papers
Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples
NIPS 2023
Training Generative Adversarial Networks by Solving Ordinary Differential Equations
NIPS 2020
A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES
ICLR 2020
Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations
CVPR 2020
Efficient Neural Network Verification with Exactness Characterization
UAI 2019
Scalable Verified Training for Provably Robust Image Classification
ICCV 2019
Verification of Non-Linear Specifications for Neural Networks
ICLR 2019
Adversarial Robustness through Local Linearization
NIPS 2019