Chengzhi Mao
- Understanding Zero-Shot Adversarial Robustness for Large-Scale Models
2022/12/14 by Chengzhi Mao, Mao, Chengzhi, Scott Geng +7 · 31 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- SelfIE: Self-Interpretation of Large Language Model Embeddings
2024/03/16 by Haozhe Chen, Chen, Haozhe, Carl Vondrick +3 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Turns Out I'm Not Real: Towards Robust Detection of AI-Generated Videos
2024/06/13 by Qingyuan Liu, Pengyuan Shi, Liu, Qingyuan +7 · 1 voice · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
- Metric Learning for Adversarial Robustness
2019/09/03 by Chengzhi Mao, Ziyuan Zhong, Mao, Chengzhi +7 · 21 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
- Raidar: geneRative AI Detection viA Rewriting
2024/01/23 by Chengzhi Mao, Carl Vondrick, Mao, Chengzhi +5 · 11 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Landscape Learning for Neural Network Inversion
2022/06/17 by Ruoshi Liu, Chengzhi Mao, Liu, Ruoshi +7 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Adversarial Attacks are Reversible with Natural Supervision
2021/03/26 by Chengzhi Mao, Mao, Chengzhi, Mia Chiquier +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
- Interpreting and Controlling Vision Foundation Models via Text Explanations
2023/10/16 by Haozhe Chen, Chen, Haozhe, Junfeng Yang +5 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling
- Causal Transportability for Visual Recognition
2022/04/26 by Chengzhi Mao, Kevin Xia, Mao, Chengzhi +11 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
- Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race
2025/05/30 by Lihao Sun, Chengzhi Mao, Sun, Lihao +5 · 2 voices · 6 citations
Computer Science · Social Sciences · Neuroscience · #cs.CL #cs.AI #cs.CY
- Doubly Right Object Recognition: A Why Prompt for Visual Rationales
2022/12/12 by Chengzhi Mao, Revant Teotia, Mao, Chengzhi +11 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object
2024/03/27 by Chenshuang Zhang, Fei Pan, Zhang, Chenshuang +7 · 4 citations
Computer Science · #Neural Networks and Applications
- Discrete Representations Strengthen Vision Transformer Robustness
2021/11/20 by Chengzhi Mao, Mao, Chengzhi, Lu Jiang +9 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Test-time Detection and Repair of Adversarial Samples via Masked Autoencoder
2023/03/22 by Yun-Yun Tsai, Tsai, Yun-Yun, Ju-Chin Chao +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Rewrite: Generalized LLM-Generated Text Detection
2024/08/08 by Ran Li, Hao Wei, Li, Ran +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- Generative Interventions for Causal Learning
2020/12/22 by Chengzhi Mao, Augustine Cha, Mao, Chengzhi +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- RAFT: Realistic Attacks to Fool Text Detectors
2024/10/04 by James Wang, Wang, James, Ran Li +4 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spam and Phishing Detection
- EditLord: Learning Code Transformation Rules for Code Editing
2025/03/10 by Weichen Li, Li, Weichen, Albert Jan +9 · 4 citations
#cs.SE #cs.CR #cs.LG
- Monitoring and Adapting ML Models on Mobile Devices
2023/05/12 by Wei Hao, Hao, Wei, Zixi Wang +13 · 1 citation
Computer Science · #Age of Information Optimization #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Robust Perception through Equivariance
2022/12/12 by Chengzhi Mao, Lingyu Zhang, Mao, Chengzhi +9 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
- Robustifying Language Models with Test-Time Adaptation
2023/10/29 by McDermott, Noah Thomas, Junfeng Yang, Yang, Junfeng +2 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs
2025/05/16 by Ran Li, Li, Ran, Hao Wang +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #Topic Modeling
- Mull-Tokens: Modality-Agnostic Latent Thinking
2025/12/11 by Arijit Ray, Ray, Arijit, Ahmed Abdelkader +13 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Artificial Intelligence in Games
- Probabilistic Residual Learning for Online Recommendations
2026/07/23 by Wenyuan Wang, Yusong Zhao, Zihao Xu +11
#cs.IR #cs.AI #cs.LG