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2020 – today
- 2025
[j1]Peng Zhang, Qiuling Xu, Peng Liu, Mengwei Li:
A finite-time consensus distributed Kalman filter based on maximum correntropy criterion. Signal Process. 230: 109848 (2025)- 2024
- [c25]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: 10847-10855 - [c24]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 - 2023
- [c23]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: 20485-20494 - [c22]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 - [c21]Jiajia Fan, Tao Liu, Dianfeng Tang, Jixian Zheng, Qiuling Xu:
The Potential Mechanisms of Acupuncture in Cardiac Arrhythmias by Bioinformatics. ISAIMS 2023: 84-89 - [c20]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: 1152-1156 - [c19]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 - [c18]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: 899-916 - [c17]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: 2365-2382 - [i10]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 abs/2301.06241 (2023) - [i9]Qiuling Xu, Pannaga Shivaswamy, Xiangyu Zhang:
POSIT: Promotion of Semantic Item Tail via Adversarial Learning. CoRR abs/2308.03366 (2023) - [i8]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 abs/2312.00050 (2023) - 2022
- [c16]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: 13358-13368 - [c15]Qiuling Xu, Guanhong Tao, Xiangyu Zhang:
Bounded Adversarial Attack on Deep Content Features. CVPR 2022: 15182-15191 - [c14]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: 19879-19892 - [c13]Fengyuan Bai, Renjun Cai, Jiajia Fan, Tao Liu, Qiuling Xu:
Clinical research progress of acupuncture in the treatment of sciatica. ISAIMS 2022: 42-46 - [c12]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: 254-258 - [c11]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: 279-285 - [c10]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: 390-394 - [c9]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 - [c8]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. SP 2022: 1372-1389 - [i7]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 abs/2202.05749 (2022) - [i6]Guanhong Tao, Yingqi Liu, Siyuan Cheng, Shengwei An, Zhuo Zhang, Qiuling Xu, Guangyu Shen, Xiangyu Zhang:
DECK: Model Hardening for Defending Pervasive Backdoors. CoRR abs/2206.09272 (2022) - [i5]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 abs/2210.12873 (2022) - 2021
- [c7]Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang:
Towards Feature Space Adversarial Attack by Style Perturbation. AAAI 2021: 10523-10531 - [c6]Qiuling Xu, Fengyuan Bai, Tao Liu:
GABAergic Neuron-related DNA Methylation Modification and Chronic Pain. BIBE 2021: 20:1-20:4 - [c5]Feng-yuan Bai, Qiuling Xu, Tao Liu:
Differences In Acupuncture Treatment Of Dysmenorrhea Between China And Europe. BIBE 2021: 39:1-39:4 - [c4]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: 9525-9536 - [c3]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: 95-100 - [c2]Qiuling Xu, Kevin Bello, Jean Honorio:
A Le Cam Type Bound for Adversarial Learning and Applications. ISIT 2021: 1164-1169 - [i4]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 abs/2102.05123 (2021) - 2020
- [c1]Guanhong Tao, Shiqing Ma, Yingqi Liu, Qiuling Xu, Xiangyu Zhang:
TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networks. ICSE 2020: 986-998 - [i3]Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang:
Towards Feature Space Adversarial Attack. CoRR abs/2004.12385 (2020) - [i2]Qiuling Xu, Guanhong Tao, Xiangyu Zhang:
D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack. CoRR abs/2006.07258 (2020) - [i1]Kevin Bello, Qiuling Xu, Jean Honorio:
Fundamental Limits of Adversarial Learning. CoRR abs/2007.00289 (2020)
Coauthor Index
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