Sizhe Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 37

Top Topics

Target Recognition

Structured Queries

Top Venues

Publications

Sizhe Chen, Julien Piet, Chawin Sitawarin, David A. Wagner
StruQ: Defending Against Prompt Injection with Structured Queries. CoRR (2024)
Sizhe Chen, Zhehao Huang, Qinghua Tao, Xiaolin Huang
Query Attack by Multi-Identity Surrogates. IEEE Trans. Artif. Intell. 5 (2) (2024)
Zhengbao He, Tao Li, Sizhe Chen, Xiaolin Huang
Investigating Catastrophic Overfitting in Fast Adversarial Training: A Self-fitting Perspective. CVPR Workshops (2023)
Zhengbao He, Tao Li, Sizhe Chen, Xiaolin Huang
Investigating Catastrophic Overfitting in Fast Adversarial Training: A Self-fitting Perspective. CoRR (2023)
Norman Mu, Sarah Chen, Zifan Wang, Sizhe Chen, David Karamardian, Lulwa Aljeraisy, Dan Hendrycks, David A. Wagner
Can LLMs Follow Simple Rules? CoRR (2023)
Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang
Unifying Gradients to Improve Real-World Robustness for Deep Networks. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, David A. Wagner
Jatmo: Prompt Injection Defense by Task-Specific Finetuning. CoRR (2023)
Sizhe Chen, Qinghua Tao, Zhixing Ye, Xiaolin Huang
Measuring the Transferability of ℓ∞ Attacks by the ℓ2 Norm. ICASSP (2023)
Zhilong Li, Ziti Jiao, Chenxia Wang, Siyang Yin, Jing Guo, Yidong Tong, Ge Gao, Zheyou Tan, Sizhe Chen
Seasonal Effect of the Vegetation Clumping Index on Gross Primary Productivity Estimated by a Two-Leaf Light Use Efficiency Model. Remote. Sens. 15 (23) (2023)
Sizhe Chen, Geng Yuan, Xinwen Cheng, Yifan Gong, Minghai Qin, Yanzhi Wang, Xiaolin Huang
Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors. ICLR (2023)
Shutong Wu, Sizhe Chen, Cihang Xie, Xiaolin Huang
One-Pixel Shortcut: On the Learning Preference of Deep Neural Networks. ICLR (2023)
Sizhe Chen, Geng Yuan, Xinwen Cheng, Yifan Gong, Minghai Qin, Yanzhi Wang, Xiaolin Huang
Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors. CoRR (2022)
Mingzhe Li, Sizhe Chen, Xiaolin Huang
Mutual Diverse-Label Adversarial Training. ICONIP (1) (2022)
Shutong Wu, Sizhe Chen, Cihang Xie, Xiaolin Huang
One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks. CoRR (2022)
Sizhe Chen, Zhengbao He, Chengjin Sun, Jie Yang, Xiaolin Huang
Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Sizhe Chen, Zhehao Huang, Qinghua Tao, Yingwen Wu, Cihang Xie, Xiaolin Huang
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks. NeurIPS (2022)
Sizhe Chen, Zhehao Huang, Qinghua Tao, Yingwen Wu, Cihang Xie, Xiaolin Huang
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks. CoRR (2022)
Sizhe Chen, Qingyun Yan, Shuanggen Jin, Weimin Huang, Tiexi Chen, Yan Jia, Shuci Liu, Qing Cao
Soil Moisture Retrieval from the CyGNSS Data Based on a Bilinear Regression. Remote. Sens. 14 (9) (2022)
Sizhe Chen, Fan He, Xiaolin Huang, Kun Zhang
Relevance attack on detectors. Pattern Recognit. 124 (2022)
Tao Li, Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang
Subspace Adversarial Training. CVPR (2022)
Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang
Unifying Gradients to Improve Real-world Robustness for Deep Networks. CoRR (2022)
Zhixing Ye, Shaofei Qin, Sizhe Chen, Xiaolin Huang
Dominant Patterns: Critical Features Hidden in Deep Neural Networks. CoRR (2021)
Tao Li, Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang
Subspace Adversarial Training. CoRR (2021)
Fan He, Sizhe Chen, Shuaiyi Li, Lu Zhou, Haiqin Zhang, Haixia Peng, Xiaolin Huang
Colonoscopic Image Synthesis For Polyp Detector Enhancement Via Gan And Adversarial Training. ISBI (2021)
Sizhe Chen, Zhehao Huang, Qinghua Tao, Xiaolin Huang
QueryNet: An Efficient Attack Framework with Surrogates Carrying Multiple Identities. CoRR (2021)
Sizhe Chen, Daji Ergu, Bo Ma, Ying Cai, Fangyao Liu
Improvement of AnyNet-based end-to-end phased binocular stereo matching network. ITQM (2021)
Sizhe Chen, Qinghua Tao, Zhixing Ye, Xiaolin Huang
Going Far Boosts Attack Transferability, but Do Not Do It. CoRR (2021)
Chengjin Sun, Sizhe Chen, Jia Cai, Xiaolin Huang
Type I Attack For Generative Models. ICIP (2020)
Sizhe Chen, Fan He, Xiaolin Huang, Kun Zhang
Attack on Multi-Node Attention for Object Detection. CoRR (2020)
Chengjin Sun, Sizhe Chen, Jia Cai, Xiaolin Huang
Type I Attack for Generative Models. CoRR (2020)
Sizhe Chen, Peidong Zhang, Chengjin Sun, Jia Cai, Xiaolin Huang
Generate High-Resolution Adversarial Samples by Identifying Effective Features. CoRR (2020)
Chengjin Sun, Sizhe Chen, Xiaolin Huang
Double Backpropagation for Training Autoencoders against Adversarial Attack. CoRR (2020)
Sizhe Chen, Zhengbao He, Chengjin Sun, Xiaolin Huang
Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet. CoRR (2020)
Sizhe Chen, Xiaolin Huang, Zhengbao He, Chengjin Sun
DAmageNet: A Universal Adversarial Dataset. CoRR (2019)
Peidong Zhang, Sizhe Chen, Jingshi Yao
A Line Extraction Process Based on Noise Elimination and a Novel Benchmark in Jensen-Shannon Divergence. CIS/RAM (2019)
Haipeng Wang, Suo Li, Yu Zhou, Sizhe Chen
SAR Automatic Target Recognition Using a Roto-Translational Invariant Wavelet-Scattering Convolution Network. Remote. Sens. 10 (4) (2018)
Sizhe Chen, Haipeng Wang, Feng Xu, Ya-Qiu Jin
Target Classification Using the Deep Convolutional Networks for SAR Images. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Haipeng Wang, Sizhe Chen, Feng Xu, Ya-Qiu Jin
Application of deep-learning algorithms to MSTAR data. IGARSS (2015)
Sizhe Chen, Haipeng Wang
SAR target recognition based on deep learning. DSAA (2014)