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Zhang, Jingfeng

  1. Wan: Open and Advanced Large-Scale Video Generative Models
    2025/03/26 by WanTeam, Team Wan, Wan, Team +125 · 2 voices · 572 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
  2. VACE: All-in-One Video Creation and Editing
    2025/03/10 by Jiang, Zeyinzi, Han, Zhen, Mao, Chaojie +3 · 124 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. An LLM can Fool Itself: A Prompt-Based Adversarial Attack
    2023/10/20 by Xu, Xilie, Kong, Keyi, Liu, Ning +4 · 20 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  4. ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling
    2025/01/05 by Chaojie Mao, Jingfeng Zhang, Mao, Chaojie +11 · 32 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  5. Attacks Which Do Not Kill Training Make Adversarial Learning Stronger
    2020/02/26 by Jingfeng Zhang, Xilie Xu, Zhang, Jingfeng +11 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications
  6. ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer
    2024/09/30 by Zhen Han, Zeyinzi Jiang, Han, Zhen +13 · 15 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods
  7. SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing
    2023/12/18 by Zeyinzi Jiang, Jiang, Zeyinzi, Chaojie Mao +7 · 1 voice · 4 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques
  8. Reliable Adversarial Distillation with Unreliable Teachers
    2021/06/09 by Zhu, Jianing, Yao, Jiangchao, Han, Bo +6 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Fair Text-to-Image Diffusion via Fair Mapping
    2023/11/29 by Li, Jia, Hu, Lijie, Zhang, Jingfeng +3 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety
    2025/02/02 by Xingjun Ma, Ma, Xingjun, Yifeng Gao +88 · 20 citations
    Health Professions · Decision Sciences · Engineering · #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
  11. StyleBooth: Image Style Editing with Multimodal Instruction
    2024/04/18 by Han, Zhen, Mao, Chaojie, Jiang, Zeyinzi +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Make Me Happier: Evoking Emotions Through Image Diffusion Models
    2024/03/13 by Lin, Qing, Zhang, Jingfeng, Ong, Yew-Soon +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Maximum Mean Discrepancy Test is Aware of Adversarial Attacks
    2020/10/22 by Gao, Ruize, Liu, Feng, Zhang, Jingfeng +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing
    2025/03/18 by Pan, Yulin, He, Xiangteng, Mao, Chaojie +4 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. On the Effectiveness of Adversarial Training against Backdoor Attacks
    2022/02/22 by Ying-Hua Gao, Gao, Yinghua, Dongxian Wu +11 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Editable Concept Bottleneck Models
    2024/05/24 by Lijie Hu, Hu, Lijie, Chenyang Ren +9 · 4 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Transportation and Mobility Innovations
  17. RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition
    2021/07/17 by Hu, Yunqing, Jin, Xuan, Zhang, Yin +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. WaveFuzz: A Clean-Label Poisoning Attack to Protect Your Voice
    2022/03/25 by Yunjie Ge, Ge, Yunjie, Qian Wang +9 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  19. Accurate Forgetting for Heterogeneous Federated Continual Learning
    2025/02/20 by Wuerkaixi, Abudukelimu, Cui, Sen, Zhang, Jingfeng +6 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Privacy-Preserving Low-Rank Adaptation against Membership Inference Attacks for Latent Diffusion Models
    2024/02/19 by Luo, Zihao, Xu, Xilie, Liu, Feng +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection
    2021/02/10 by Hanshu Yan, Jingfeng Zhang, Yan, Hanshu +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Towards Adversarially Robust Deep Image Denoising
    2022/01/12 by Hanshu Yan, Jingfeng Zhang, Yan, Hanshu +7 · 1 citation
    Computer Science · #Image and Signal Denoising Methods #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning
  23. Goal-oriented Backdoor Attack against Vision-Language-Action Models via Physical Objects
    2025/10/10 by Zirun Zhou, Zhou, Zirun, Zhengyang Xiao +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  24. AutoLoRa: A Parameter-Free Automated Robust Fine-Tuning Framework
    2023/10/03 by Xu, Xilie, Zhang, Jingfeng, Kankanhalli, Mohan · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Balancing Similarity and Complementarity for Federated Learning
    2024/05/16 by Kunda Yan, Sen Cui, Yan, Kunda +13 · 1 citation
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  26. Text Guided Image Editing with Automatic Concept Locating and Forgetting
    2024/05/30 by Li, Jia, Hu, Lijie, He, Zhixian +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Model-agnostic Adversarial Attack and Defense for Vision-Language-Action Models
    2025/10/15 by Hai Xu, Xu, Haochuan, Yun Sing Koh +10 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  28. Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training
    2024/06/02 by Jiacheng Zhang, Zhang, Jiacheng, Feng Liu +7 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
  29. Privacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data
    2024/06/15 by Xu, Yukai, Zhang, Jingfeng, Gu, Yujie · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Towards Multi-dimensional Explanation Alignment for Medical Classification
    2024/10/28 by Lijie Hu, Songning Lai, Hu, Lijie +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
  31. An Individual Identity-Driven Framework for Animal Re-Identification
    2024/10/30 by Yihao Wu, Di Zhao, Wu, Yihao +5 · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #68T45 #Computer Vision and Pattern Recognition (cs.CV) #Environmental DNA in Biodiversity Studies #FOS: Computer and information sciences #Food Supply Chain Traceability #Identification and Quantification in Food #Machine Learning (cs.LG)
  32. Adversarial Preference Learning for Robust LLM Alignment
    2025/05/30 by Wang, Yuanfu, Wang, Pengyu, Xi, Chenyang +13 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Learning without Isolation: Pathway Protection for Continual Learning
    2025/05/24 by Zhikang Chen, Chen, Zhikang, Abudukelimu Wuerkaixi +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  34. Dissecting Representation Misalignment in Contrastive Learning via Influence Function
    2024/11/18 by Lijie Hu, Chenyang Ren, Hu, Lijie +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  35. One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy
    2025/03/04 by Jiacheng Zhang, Benjamin I. P. Rubinstein, Zhang, Jiacheng +4 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Short-length Adversarial Training Helps LLMs Defend Long-length Jailbreak Attacks: Theoretical and Empirical Evidence
    2025/02/06 by Fu, Shaopeng, Ding, Liang, Zhang, Jingfeng +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)