TRADER: trace divergence analysis and embedding regulation for debugging recurrent neural networks. - Guanhong Tao 001; Shiqing Ma; Yingqi Liu; Qiuling Xu; Xiangyu Zhang 001 (ICSE, 2020)

Towards Feature Space Adversarial Attack. - Qiuling Xu; Guanhong Tao 001; Siyuan Cheng 005; Lin Tan 001; Xiangyu Zhang 001 (CoRR, 2020)

D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack. - Qiuling Xu; Guanhong Tao 001; Xiangyu Zhang 001 (CoRR, 2020)

Fundamental Limits of Adversarial Learning. - Kevin Bello; Qiuling Xu; Jean Honorio (CoRR, 2020)

Towards Feature Space Adversarial Attack by Style Perturbation. - Qiuling Xu; Guanhong Tao 001; Siyuan Cheng 005; Xiangyu Zhang 001 (AAAI, 2021)

Differences In Acupuncture Treatment Of Dysmenorrhea Between China And Europe. - Feng-yuan Bai; Qiuling Xu; Tao Liu 066 (BIBE, 2021)

GABAergic Neuron-related DNA Methylation Modification and Chronic Pain. - Qiuling Xu; Fengyuan Bai; Tao Liu 066 (BIBE, 2021)

Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. - Guangyu Shen; Yingqi Liu; Guanhong Tao 001; Shengwei An; Qiuling Xu; Siyuan Cheng 005; Shiqing Ma; Xiangyu Zhang 001 (ICML, 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 066; Qiuling Xu (ISAIMS, 2021)

A Le Cam Type Bound for Adversarial Learning and Applications. - Qiuling Xu; Kevin Bello; Jean Honorio (ISIT, 2021)

Better Trigger Inversion Optimization in Backdoor Scanning. - Guanhong Tao 001; Guangyu Shen; Yingqi Liu; Shengwei An; Qiuling Xu; Shiqing Ma; Pan Li; Xiangyu Zhang 001 (CVPR, 2022)

Bounded Adversarial Attack on Deep Content Features. - Qiuling Xu; Guanhong Tao 001; Xiangyu Zhang 001 (CVPR, 2022)

Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense. - Guangyu Shen; Yingqi Liu; Guanhong Tao 001; Qiuling Xu; Zhuo Zhang 002; Shengwei An; Shiqing Ma; Xiangyu Zhang 001 (ICML, 2022)

Clinical research progress of acupuncture in the treatment of sciatica. - Fengyuan Bai; Renjun Cai; Jiajia Fan; Tao Liu 066; Qiuling Xu (ISAIMS, 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 066; Qiuling Xu (ISAIMS, 2022)

A bioinformatics-based approach to study the mechanism of acupuncture for primary dysmenorrhea. - Jiajia Fan; Wen Yue; Renjun Cai; Dianfeng Tang; Tao Liu 066; Qiuling Xu (ISAIMS, 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 066 (ISAIMS, 2022)

MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity. - Guanhong Tao 001; Qiuling Xu; Yingqi Liu; Guangyu Shen; Shengwei An; Jingwei Xu 001; Xiangyu Zhang 001; Yuan Yao 001 (NDSS, 2022)

Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security. - Guanhong Tao 001; Yingqi Liu; Guangyu Shen; Qiuling Xu; Shengwei An; Zhuo Zhang 002; Xiangyu Zhang 001 (SP, 2022)

Constrained Optimization with Dynamic Bound-scaling for Effective NLPBackdoor Defense. - Guangyu Shen; Yingqi Liu; Guanhong Tao 001; Qiuling Xu; Zhuo Zhang 002; Shengwei An; Shiqing Ma; Xiangyu Zhang 001 (CoRR, 2022)

DECK: Model Hardening for Defending Pervasive Backdoors. - Guanhong Tao 001; Yingqi Liu; Siyuan Cheng 005; Shengwei An; Zhuo Zhang 002; Qiuling Xu; Guangyu Shen; Xiangyu Zhang 001 (CoRR, 2022)

MEDIC: Remove Model Backdoors via Importance Driven Cloning. - Qiuling Xu; Guanhong Tao 001; Jean Honorio; Yingqi Liu; Shengwei An; Guangyu Shen; Siyuan Cheng 005; Xiangyu Zhang 001 (CVPR, 2023)

FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. - Kaiyuan Zhang 002; Guanhong Tao 001; Qiuling Xu; Siyuan Cheng 005; Shengwei An; Yingqi Liu; Shiwei Feng 002; Guangyu Shen; Pin-Yu Chen; Shiqing Ma; Xiangyu Zhang 001 (ICLR, 2023)

The Potential Mechanisms of Acupuncture in Cardiac Arrhythmias by Bioinformatics. - Jiajia Fan; Tao Liu 066; Dianfeng Tang; Jixian Zheng; Qiuling Xu (ISAIMS, 2023)

Exploring the mechanism of action of acupuncture in the treatment of sciatica based on bioinformatics. - Dianfeng Tang; Tao Liu 066; Jiajia Fan; Anni Zheng; Qiuling Xu (ISAIMS, 2023)

BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. - Siyuan Cheng 005; Guanhong Tao 001; Yingqi Liu; Shengwei An; Xiangzhe Xu; Shiwei Feng 002; Guangyu Shen; Kaiyuan Zhang 002; Qiuling Xu; Shiqing Ma; Xiangyu Zhang 001 (NDSS, 2023)

ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes. - Shengwei An; Yuan Yao 001; Qiuling Xu; Shiqing Ma; Guanhong Tao 001; Siyuan Cheng 005; Kaiyuan Zhang 002; Yingqi Liu; Guangyu Shen; Ian Kelk; Xiangyu Zhang 001 (SP, 2023)

PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis. - Zhuo Zhang 002; Guanhong Tao 001; Guangyu Shen; Shengwei An; Qiuling Xu; Yingqi Liu; Yapeng Ye; Yaoxuan Wu; Xiangyu Zhang 001 (USENIX Security Symposium, 2023)

POSIT: Promotion of Semantic Item Tail via Adversarial Learning. - Qiuling Xu; Pannaga Shivaswamy; Xiangyu Zhang 001 (CoRR, 2023)

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. - Shengwei An; Sheng-Yen Chou; Kaiyuan Zhang 002; Qiuling Xu; Guanhong Tao 001; Guangyu Shen; Siyuan Cheng 005; Shiqing Ma; Pin-Yu Chen; Tsung-Yi Ho; Xiangyu Zhang 001 (AAAI, 2024)

Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion. - Shengwei An; Lu Yan; Siyuan Cheng 005; Guangyu Shen; Kaiyuan Zhang 002; Qiuling Xu; Guanhong Tao 001; Xiangyu Zhang 001 (USENIX Security Symposium, 2024)

A finite-time consensus distributed Kalman filter based on maximum correntropy criterion. - Peng Zhang; Qiuling Xu; Peng Liu; Mengwei Li (Signal Process., 2025)