Qiuling Xu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 35

Top Topics

Diffusion Model

Constrained Optimization

Top Venues

Publications

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
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. AAAI (2024)
Shengwei An, Lu Yan, Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Xiangyu Zhang
Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion. USENIX Security Symposium (2024)
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
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. CoRR (2023)
Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. NDSS (2023)
Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. CoRR (2023)
Dianfeng Tang, Tao Liu, Jiajia Fan, Anni Zheng, Qiuling Xu
Exploring the mechanism of action of acupuncture in the treatment of sciatica based on bioinformatics. ISAIMS (2023)
Qiuling Xu, Guanhong Tao, Jean Honorio, Yingqi Liu, Shengwei An, Guangyu Shen, Siyuan Cheng, Xiangyu Zhang
MEDIC: Remove Model Backdoors via Importance Driven Cloning. CVPR (2023)
Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. ICLR (2023)
Zhuo Zhang, Guanhong Tao, Guangyu Shen, Shengwei An, Qiuling Xu, Yingqi Liu, Yapeng Ye, Yaoxuan Wu, Xiangyu Zhang
PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis. USENIX Security Symposium (2023)
Qiuling Xu, Pannaga Shivaswamy, Xiangyu Zhang
POSIT: Promotion of Semantic Item Tail via Adversarial Learning. CoRR (2023)
Shengwei An, Yuan Yao, Qiuling Xu, Shiqing Ma, Guanhong Tao, Siyuan Cheng, Kaiyuan Zhang, Yingqi Liu, Guangyu Shen, Ian Kelk, Xiangyu Zhang
ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes. SP (2023)
Jiajia Fan, Tao Liu, Dianfeng Tang, Jixian Zheng, Qiuling Xu
The Potential Mechanisms of Acupuncture in Cardiac Arrhythmias by Bioinformatics. ISAIMS (2023)
Jixian Zheng, Sufei Song, Anni Zheng, Cui Cong, Tao Sun, Qiuling Xu, Tao Liu
Data Mining-Based Analysis of Chinese Medicinal Herb Formulae in Metabolic associated fatty liver Disease Treatment. ISAIMS (2022)
Fengyuan Bai, Renjun Cai, Jiajia Fan, Tao Liu, Qiuling Xu
Clinical research progress of acupuncture in the treatment of sciatica. ISAIMS (2022)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense. CoRR (2022)
Guanhong Tao, Qiuling Xu, Yingqi Liu, Guangyu Shen, Shengwei An, Jingwei Xu, Xiangyu Zhang, Yuan Yao
MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity. NDSS (2022)
Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang
DECK: Model Hardening for Defending Pervasive Backdoors. CoRR (2022)
Jiajia Fan, Wen Yue, Renjun Cai, Dianfeng Tang, Tao Liu, Qiuling Xu
A bioinformatics-based approach to study the mechanism of acupuncture for primary dysmenorrhea. ISAIMS (2022)
Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang
Better Trigger Inversion Optimization in Backdoor Scanning. CVPR (2022)
Renjun Cai, Jiajia Fan, Fengyuan Bai, Dianfeng Tang, Tao Liu, Qiuling Xu
Analysis of curative effect and point selection of different acupuncture treatments for sciatica based on data mining technology. ISAIMS (2022)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, Xiangyu Zhang
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense. ICML (2022)
Guanhong Tao, Yingqi Liu, Guangyu Shen, Qiuling Xu, Shengwei An, Zhuo Zhang, Xiangyu Zhang
Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security. IEEE Symposium on Security and Privacy (2022)
Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. CoRR (2022)
Qiuling Xu, Guanhong Tao, Xiangyu Zhang
Bounded Adversarial Attack on Deep Content Features. CVPR (2022)
Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang
Towards Feature Space Adversarial Attack by Style Perturbation. AAAI (2021)
Qiuling Xu, Kevin Bello, Jean Honorio
A Le Cam Type Bound for Adversarial Learning and Applications. ISIT (2021)
Renjun Cai, Fengyuan Bai, Sufei Song, Dongmei Zhao, Tao Liu, Qiuling Xu
Study on the relationship between BDNF and electroacupuncture analgesia under the background of Intelligent Technology. ISAIMS (2021)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. CoRR (2021)
Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. ICML (2021)
Feng-yuan Bai, Qiuling Xu, Tao Liu
Differences In Acupuncture Treatment Of Dysmenorrhea Between China And Europe. BIBE (2021)
Qiuling Xu, Fengyuan Bai, Tao Liu
GABAergic Neuron-related DNA Methylation Modification and Chronic Pain. BIBE (2021)
Kevin Bello, Qiuling Xu, Jean Honorio
Fundamental Limits of Adversarial Learning. CoRR (2020)
Guanhong Tao, Shiqing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang
TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networks. ICSE (2020)
Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang
Towards Feature Space Adversarial Attack. CoRR (2020)
Qiuling Xu, Guanhong Tao, Xiangyu Zhang
D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack. CoRR (2020)