Xu, Qiuling

10 publications

AAAI 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

ICLR 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

NeurIPSW 2023 How to Remove Backdoors in Diffusion Models? 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

CVPR 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

CVPR 2022 Better Trigger Inversion Optimization in Backdoor Scanning Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu, Shiqing Ma, Pan Li, Xiangyu Zhang

CVPR 2022 Bounded Adversarial Attack on Deep Content Features Qiuling Xu, Guanhong Tao, Xiangyu Zhang

ICML 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

ICML 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

AAAI 2021 Towards Feature Space Adversarial Attack by Style Perturbation Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang

NeurIPS 2019 Bridging Machine Learning and Logical Reasoning by Abductive Learning Wang-Zhou Dai, Qiuling Xu, Yang Yu, Zhi-Hua Zhou