Qiuling Xu
9 papers · 2019–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π
Grand Slam
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(4)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Analysis
(1)
Architectures
(1)
Models
(1)
Keywords
backdoor attack
(5)
neural network
(3)
trigger inversion
(2)
model security
(2)
adversarial defense
(2)
adversarial attack
(2)
adversarial learning
(2)
feature perturbation
(2)
transfer learning
(1)
abductive learning
(1)
neural network security
(1)
feature space
(1)
machine learning
(1)
distribution shift
(1)
image classification
(1)
knowledge distillation
(1)
logical reasoning
(1)
diffusion model
(1)
generative model
(1)
symbolic reasoning
(1)
Papers
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
AAAI 2024
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
ICLR 2023
MEDIC: Remove Model Backdoors via Importance Driven Cloning
CVPR 2023
Better Trigger Inversion Optimization in Backdoor Scanning
CVPR 2022
Bounded Adversarial Attack on Deep Content Features
CVPR 2022
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense
ICML 2022
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
ICML 2021
Towards Feature Space Adversarial Attack by Style Perturbation
AAAI 2021
Bridging Machine Learning and Logical Reasoning by Abductive Learning
NeurIPS 2019