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Guo, Chuan

  1. On Calibration of Modern Neural Networks
    2017/06/14 by Chuan Guo, Guo, Chuan, Geoff Pleiss +5 · 546 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
  2. Countering Adversarial Images using Input Transformations
    2017/10/31 by Chuan Guo, Mayank Rana, Guo, Chuan +6 · 1 voice · 58 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #cs.CV
  3. How much do language models memorize?
    2025/05/30 by John X. Morris, Chawin Sitawarin, Morris, John X. +13 · 9 voices · 22 citations
    Computer Science · #Natural Language Processing Techniques #cs.CL
  4. MoMask: Generative Masked Modeling of 3D Human Motions
    2023/11/29 by Chuan Guo, Yuxuan Mu, Guo, Chuan +8 · 1 voice · 79 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #cs.CV
  5. Certified Data Removal from Machine Learning Models
    2019/11/08 by Chuan Guo, Guo, Chuan, Tom Goldstein +5 · 70 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
  6. TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
    2022/07/04 by Guo, Chuan, Zuo, Xinxin, Wang, Sen +1 · 51 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. ReAct: Out-of-distribution Detection With Rectified Activations
    2021/11/24 by Yiyou Sun, Chuan Guo, Sun, Yiyou +3 · 40 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. An Introduction to Vision-Language Modeling
    2024/05/27 by Florian Bordes, Richard Yuanzhe Pang, Bordes, Florian +79 · 39 citations
    Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
  9. AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
    2024/04/21 by Anselm Paulus, Paulus, Anselm, Arman Zharmagambetov +7 · 35 citations
    Engineering · Computer Science · #Smart Grid Security and Resilience #Network Security and Intrusion Detection
  10. Gradient-based Adversarial Attacks against Text Transformers
    2021/04/15 by Chuan Guo, Guo, Chuan, Alexandre Sablayrolles +5 · 18 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  11. SecAlign: Defending Against Prompt Injection with Preference Optimization
    2024/10/07 by Chen, Sizhe, Zharmagambetov, Arman, Mahloujifar, Saeed +3 · 39 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. On the Importance of Difficulty Calibration in Membership Inference Attacks
    2021/11/15 by Watson, Lauren, Guo, Chuan, Cormode, Graham +1 · 17 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Simple Black-box Adversarial Attacks
    2019/05/17 by Guo, Chuan, Gardner, Jacob R., You, Yurong +2 · 13 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
    2025/04/22 by Evtimov, Ivan, Zharmagambetov, Arman, Grattafiori, Aaron +2 · 27 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  15. EventHPE: Event-based 3D Human Pose and Shape Estimation
    2021/08/15 by Shihao Zou, Zou, Shihao, Chuan Guo +15 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  16. Low Frequency Adversarial Perturbation
    2018/09/24 by Guo, Chuan, Frank, Jared S., Weinberger, Kilian Q. · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling
    2024/10/13 by Javed, Muhammad Gohar, Guo, Chuan, Cheng, Li +1 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration
    2023/04/05 by Gong, Kehong, Lian, Dongze, Chang, Heng +5 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents
    2025/03/12 by Arman Zharmagambetov, Zharmagambetov, Arman, Chuan Guo +9 · 15 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Ethics and Social Impacts of AI
  20. Online Adaptation to Label Distribution Shift
    2021/07/09 by Ruihan Wu, Chuan Guo, Wu, Ruihan +5 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  21. An empirical study on evaluation metrics of generative adversarial networks
    2018/06/19 by Qiantong Xu, Xu, Qiantong, Gao Huang +10 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. Generative Human Motion Stylization in Latent Space
    2024/01/24 by Guo, Chuan, Mu, Yuxuan, Zuo, Xinxin +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. EIFFeL: Ensuring Integrity for Federated Learning
    2021/12/23 by Chowdhury, Amrita Roy, Guo, Chuan, Jha, Somesh +1 · 4 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  24. Meta SecAlign: A Secure Foundation LLM Against Prompt Injection Attacks
    2025/07/03 by Chen, Sizhe, Zharmagambetov, Arman, Wagner, David +1 · 22 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  25. Learning to Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning
    2022/10/19 by Ruihan Wu, Wu, Ruihan, Xiangyu Chen +5 · 4 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  26. Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning using Independent Component Analysis
    2022/09/12 by Kariyappa, Sanjay, Guo, Chuan, Maeng, Kiwan +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Information Flow Control in Machine Learning through Modular Model Architecture
    2023/06/05 by Tiwari, Trishita, Gururangan, Suchin, Guo, Chuan +7 · 4 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation
    2025/04/27 by Lei Zhong, Chuan Guo, Zhong, Lei +7 · 12 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation
  29. GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction
    2024/07/05 by Yuxuan Mu, Mu, Yuxuan, Xinxin Zuo +17 · 5 citations
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Medical Imaging Techniques and Applications #Optical measurement and interference techniques
  30. AdvPrefix: An Objective for Nuanced LLM Jailbreaks
    2024/12/13 by Sicheng Zhu, Brandon Amos, Zhu, Sicheng +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. A New Defense Against Adversarial Images: Turning a Weakness into a Strength
    2019/10/16 by Yu, Tao, Hu, Shengyuan, Guo, Chuan +2 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  32. MaskControl: Spatio-Temporal Control for Masked Motion Synthesis
    2024/10/14 by Ekkasit Pinyoanuntapong, Pinyoanuntapong, Ekkasit, Muhammad Usama Saleem +16 · 5 citations
    Engineering · Computer Science · #Human Motion and Animation #Augmented Reality Applications #Interactive and Immersive Displays
  33. ViP: A Differentially Private Foundation Model for Computer Vision
    2023/06/15 by Yu, Yaodong, Sanjabi, Maziar, Ma, Yi +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Measuring Data Leakage in Machine-Learning Models with Fisher Information
    2021/02/23 by Hannun, Awni, Guo, Chuan, van der Maaten, Laurens · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Action2video: Generating Videos of Human 3D Actions
    2021/11/12 by Guo, Chuan, Zuo, Xinxin, Wang, Sen +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Submix: Practical Private Prediction for Large-Scale Language Models
    2022/01/04 by Antonio Ginart, Ginart, Antonio, Laurens van der Maaten +5 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  37. Bounding Training Data Reconstruction in Private (Deep) Learning
    2022/01/28 by Chuan Guo, Guo, Chuan, Brian Karrer +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  38. Polarization Human Shape and Pose Dataset
    2020/04/30 by Shihao Zou, Zou, Shihao, Xinxin Zuo +12 · 3 citations
    Computer Science · #Optical measurement and interference techniques #Advanced Vision and Imaging #Human Pose and Action Recognition
  39. A Survey on Human Interaction Motion Generation
    2025/03/17 by Sui, Kewei, Ghosh, Anindita, Hwang, Inwoo +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. SnapMoGen: Human Motion Generation from Expressive Texts
    2025/07/12 by Chuan Guo, Inwoo Hwang, Guo, Chuan +5 · 7 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Analysis and Summarization
  41. DuetGen: Music Driven Two-Person Dance Generation via Hierarchical Masked Modeling
    2025/06/23 by Ghosh, Anindita, Zhou, Bing, Dabral, Rishabh +5 · 7 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Sound (cs.SD) #electronic engineering #information engineering
  42. Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano
    2022/10/24 by Chuan Guo, Guo, Chuan, Alexandre Sablayrolles +3 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning
  43. On Hiding Neural Networks Inside Neural Networks
    2020/02/24 by Guo, Chuan, Wu, Ruihan, Weinberger, Kilian Q. · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  44. Differentially Private Representation Learning via Image Captioning
    2024/03/04 by Tom Sander, Sander, Tom, Yaodong Yu +11 · 2 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  45. Déjà Vu Memorization in Vision-Language Models
    2024/02/03 by Bargav Jayaraman, Jayaraman, Bargav, Chuan Guo +3 · 2 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Semantic Web and Ontologies
  46. Dance Like a Chicken: Low-Rank Stylization for Human Motion Diffusion
    2025/03/25 by Sawdayee, Haim, Guo, Chuan, Tevet, Guy +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. RAFP: Identifying LLM Lineages via Rare-Region Fingerprints
    2025/05/19 by Yun-Yun Tsai, Liang, Jia Hao, Tsai, Yun-Yun +6 · 6 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  48. Making Paper Reviewing Robust to Bid Manipulation Attacks
    2021/02/09 by Wu, Ruihan, Guo, Chuan, Wu, Felix +3 · 1 citation
    #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining
    2021/09/29 by Hua, Weizhe, Zhang, Yichi, Guo, Chuan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. Does Label Differential Privacy Prevent Label Inference Attacks?
    2022/02/25 by Wu, Ruihan, Zhou, Jin Peng, Weinberger, Kilian Q. +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  51. SceneMI: Motion In-betweening for Modeling Human-Scene Interactions
    2025/03/20 by Hwang, Inwoo, Zhou, Bing, Kim, Young Min +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information
    2023/05/06 by Maeng, Kiwan, Guo, Chuan, Kariyappa, Sanjay +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
    2023/04/26 by Meehan, Casey, Bordes, Florian, Vincent, Pascal +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  54. "Private Prediction Strikes Back!'' Private Kernelized Nearest Neighbors with Individual Renyi Filter
    2023/06/12 by Zhu, Yuqing, Zhao, Xuandong, Guo, Chuan +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  55. RL Is a Hammer and LLMs Are Nails: A Simple Reinforcement Learning Recipe for Strong Prompt Injection
    2025/10/06 by Yuxin Wen, Arman Zharmagambetov, Wen, Yuxin +11 · 6 citations
    Psychology · #Behavioral and Psychological Studies
  56. DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning
    2024/03/21 by Lebensold, Jonathan, Sanjabi, Maziar, Astolfi, Pietro +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. MotionMix: Weakly-Supervised Diffusion for Controllable Motion Generation
    2024/01/20 by Nhat M. Hoang, Kehong Gong, Hoang, Nhat M. +5 · 1 citation
    Engineering · Computer Science · #Human Motion and Animation #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
  58. MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer
    2025/04/11 by Yilin Wang, Wang, Yilin, Chuan Guo +13 · 2 citations
    Engineering · Computer Science · #Human Motion and Animation #Advanced Vision and Imaging #Human Pose and Action Recognition
  59. Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction
    2024/12/11 by Sai Qian Zhang, Ziyun Li, Zhang, Sai Qian +13 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Image Processing and 3D Reconstruction #AI in cancer detection
  60. Measuring Déjà vu Memorization Efficiently
    2025/04/08 by Kokhlikyan, Narine, Jayaraman, Bargav, Bordes, Florian +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)