Qiuling Xu
9 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Grand Slam
Conferences
CVPR (3)
AAAI (2)
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
backdoor attack
(4)
neural network
(3)
trigger inversion
(2)
adversarial learning
(2)
feature perturbation
(2)
adversarial defense
(2)
model security
(2)
adversarial attack
(2)
abductive learning
(1)
feature space
(1)
machine learning
(1)
distribution shift
(1)
generative model
(1)
diffusion model
(1)
adversarial perturbation
(1)
temperature scaling
(1)
multi-arm bandit
(1)
backdoor detection
(1)
logic programming
(1)
feature space attack
(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
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense
ICML 2022
Better Trigger Inversion Optimization in Backdoor Scanning
CVPR 2022
Bounded Adversarial Attack on Deep Content Features
CVPR 2022
Towards Feature Space Adversarial Attack by Style Perturbation
AAAI 2021
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
ICML 2021
Bridging Machine Learning and Logical Reasoning by Abductive Learning
NIPS 2019