Qiuling Xu

According to our database, Qiuling Xu authored at least 31 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion.

Shengwei An, Lu Yan, Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Xiangyu Zhang

Proceedings of the 33rd USENIX Security Symposium, 2024

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift.

Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

POSIT: Promotion of Semantic Item Tail via Adversarial Learning.

Qiuling Xu, Pannaga Shivaswamy, Xiangyu Zhang

CoRR, 2023

PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis.

Zhuo Zhang, Guanhong Tao, Guangyu Shen, Shengwei An, Qiuling Xu, Yingqi Liu, Yapeng Ye, Yaoxuan Wu, Xiangyu Zhang

Proceedings of the 32nd USENIX Security Symposium, 2023

ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes.

Shengwei An, Yuan Yao, Qiuling Xu, Shiqing Ma, Guanhong Tao, Siyuan Cheng, Kaiyuan Zhang, Yingqi Liu, Guangyu Shen, Ian Kelk, Xiangyu Zhang

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense.

Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

Exploring the mechanism of action of acupuncture in the treatment of sciatica based on bioinformatics.

Dianfeng Tang, Tao Liu, Jiajia Fan, Anni Zheng, Qiuling Xu

Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, 2023

The Potential Mechanisms of Acupuncture in Cardiac Arrhythmias by Bioinformatics.

Jiajia Fan, Tao Liu, Dianfeng Tang, Jixian Zheng, Qiuling Xu

Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, 2023

FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning.

Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MEDIC: Remove Model Backdoors via Importance Driven Cloning.

Qiuling Xu, Guanhong Tao, Jean Honorio, Yingqi Liu, Shengwei An, Guangyu Shen, Siyuan Cheng, Xiangyu Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DECK: Model Hardening for Defending Pervasive Backdoors.

Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang

CoRR, 2022

Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense.

Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang

CoRR, 2022

Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security.

Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity.

Guanhong Tao, Qiuling Xu, Yingqi Liu, Guangyu Shen, Shengwei An, Jingwei Xu, Xiangyu Zhang, Yuan Yao

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

Data Mining-Based Analysis of Chinese Medicinal Herb Formulae in Metabolic associated fatty liver Disease Treatment.

Jixian Zheng, Sufei Song, Anni Zheng, Cui Cong, Tao Sun, Qiuling Xu, Tao Liu

Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine Sciences, 2022

A bioinformatics-based approach to study the mechanism of acupuncture for primary dysmenorrhea.

Jiajia Fan, Wen Yue, Renjun Cai, Dianfeng Tang, Tao Liu, Qiuling Xu

Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine Sciences, 2022

Analysis of curative effect and point selection of different acupuncture treatments for sciatica based on data mining technology.

Renjun Cai, Jiajia Fan, Fengyuan Bai, Dianfeng Tang, Tao Liu, Qiuling Xu

Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine Sciences, 2022

Clinical research progress of acupuncture in the treatment of sciatica.

Fengyuan Bai, Renjun Cai, Jiajia Fan, Tao Liu, Qiuling Xu

Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine Sciences, 2022

Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense.

Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang

Proceedings of the International Conference on Machine Learning, 2022

Bounded Adversarial Attack on Deep Content Features.

Qiuling Xu, Guanhong Tao, Xiangyu Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Better Trigger Inversion Optimization in Backdoor Scanning.

Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A Le Cam Type Bound for Adversarial Learning and Applications.

Qiuling Xu, Kevin Bello, Jean Honorio

Proceedings of the IEEE International Symposium on Information Theory, 2021

Study on the relationship between BDNF and electroacupuncture analgesia under the background of Intelligent Technology.

Renjun Cai, Fengyuan Bai, Sufei Song, Dongmei Zhao, Tao Liu, Qiuling Xu

Proceedings of the ISAIMS 2021: 2nd International Symposium on Artificial Intelligence for Medicine Sciences, Beijing, China, October 29, 2021

Backdoor Scanning for Deep Neural Networks through K-Arm Optimization.

Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

GABAergic Neuron-related DNA Methylation Modification and Chronic Pain.

Qiuling Xu, Fengyuan Bai, Tao Liu

Proceedings of the BIBE 2021: The Fifth International Conference on Biological Information and Biomedical Engineering, 2021

Differences In Acupuncture Treatment Of Dysmenorrhea Between China And Europe.

Feng-yuan Bai, Qiuling Xu, Tao Liu

Proceedings of the BIBE 2021: The Fifth International Conference on Biological Information and Biomedical Engineering, 2021

Towards Feature Space Adversarial Attack by Style Perturbation.

Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Fundamental Limits of Adversarial Learning.

Kevin Bello, Qiuling Xu, Jean Honorio

CoRR, 2020

D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack.

Qiuling Xu, Guanhong Tao, Xiangyu Zhang

CoRR, 2020

Towards Feature Space Adversarial Attack.

Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang

CoRR, 2020

TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networks.

Guanhong Tao, Shiqing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020