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Cihang Xie

  1. A Definition of AGI
    2025/10/21 by Dan Hendrycks, Dawn Song, Hendrycks, Dan +65 · 28 voices · 10 citations
    Psychology · Computer Science · #Cognitive Abilities and Testing #Computability, Logic, AI Algorithms #Cognitive Computing and Networks
  2. What If We Recaption Billions of Web Images with LLaMA-3?
    2024/06/12 by Xiangde Li, Xianhang Li, Haoqin Tu +22 · 2 voices · 18 citations
    Computer Science · #Medical Image Segmentation Techniques #cs.CL #cs.CV
  3. iBOT: Image BERT Pre-Training with Online Tokenizer
    2021/11/15 by Jinghao Zhou, Zhou, Jinghao, Wei, Chen +10 · 86 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  4. PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning
    2020/04/12 by Chenglin Yang, Yang, Chenglin, Adam Kortylewski +7 · 1 voice · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #cs.CV
  5. Improving Transferability of Adversarial Examples with Input Diversity
    2018/03/19 by Cihang Xie, Xie, Cihang, Zhishuai Zhang +11 · 31 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Adversarial Examples for Semantic Segmentation and Object Detection
    2017/03/24 by Cihang Xie, Xie, Cihang, Jianyu Wang +9 · 37 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  7. Mitigating Adversarial Effects Through Randomization
    2017/11/06 by Cihang Xie, Xie, Cihang, Jianyu Wang +7 · 22 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
    2024/04/15 by Mude Hui, Siwei Yang, Hui, Mude +13 · 44 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
  9. SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
    2025/04/10 by Chen, Hardy, Haoqin Tu, Fali Wang +12 · 81 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  10. Feature Denoising for Improving Adversarial Robustness
    2018/12/09 by Cihang Xie, Xie, Cihang, Yuxin Wu +7 · 16 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
  11. MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
    2024/08/06 by Yunfei Xie, Xie, Yunfei, Ce Zhou +19 · 24 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
  12. An Inverse Scaling Law for CLIP Training
    2023/05/11 by Xianhang Li, Li, Xianhang, Zeyu Wang +3 · 10 citations
    Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  13. How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs
    2023/11/27 by Haoqin Tu, Chenhang Cui, Tu, Haoqin +15 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation
    2023/09/26 by Zeyu Wang, Wang, Zeyu, Dingwen Li +7 · 9 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Visual Attention and Saliency Detection
  15. Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning
    2023/12/18 by Bingchen Zhao, Haoqin Tu, Zhao, Bingchen +7 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  16. Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
    2025/02/06 by Feng Wang, Yaodong Yu, Wang, Feng +11 · 1 voice · 11 citations
    Computer Science · #Advanced Neural Network Applications #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CV
  17. Diffusion Models as Masked Autoencoders
    2023/04/06 by Wei Chen, Wei, Chen, Karttikeya Mangalam +17 · 7 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
  18. Are Transformers More Robust Than CNNs?
    2021/11/10 by Yutong Bai, Jieru Mei, Bai, Yutong +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  19. 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
  20. GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset
    2025/07/28 by Yuhan Wang, Wang, Yuhan, Siwei Yang +11 · 29 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  21. Generative Image Layer Decomposition with Visual Effects
    2024/11/26 by Jinrui Yang, Qing Liu, Yang, Jinrui +17 · 10 citations
    Computer Science · #Advanced Vision and Imaging
  22. AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation
    2024/10/11 by Zijun Wang, Haoqin Tu, Wang, Zijun +9 · 9 citations
    Computer Science · #Digital and Cyber Forensics #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
  23. VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
    2024/09/02 by Yuxuan Wang, Wang, Yuxuan, Cihang Xie +6 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  24. Smooth Adversarial Training
    2020/06/25 by Cihang Xie, Mingxing Tan, Xie, Cihang +7 · 7 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) #Neural and Evolutionary Computing (cs.NE)
  25. Unsupervised learning of object semantic parts from internal states of CNNs by population encoding
    2015/11/21 by Jianyu Wang, Zhishuai Zhang, Wang, Jianyu +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions
    2024/11/25 by Yanqing Liu, Liu, Yanqing, Xianhang Li +7 · 9 citations
    Arts and Humanities · Computer Science · #Subtitles and Audiovisual Media #Translation Studies and Practices #Video Analysis and Summarization
  27. Rejuvenating image-GPT as Strong Visual Representation Learners
    2023/12/04 by Sucheng Ren, Ren, Sucheng, Zeyu Wang +9 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  28. Learning Transferable Adversarial Examples via Ghost Networks
    2018/12/09 by Yingwei Li, Song Bai, Li, Yingwei +9 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation
    2024/11/15 by Sucheng Ren, Ren, Sucheng, Yaodong Yu +9 · 6 citations
    Computer Science · #AI in cancer detection #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  30. Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
    2025/04/17 by Siwei Yang, Mude Hui, Yang, Siwei +9 · 7 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  31. SPFormer: Enhancing Vision Transformer with Superpixel Representation
    2024/01/05 by Jieru Mei, Liang-Chieh Chen, Mei, Jieru +5 · 3 citations
    Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Medical Image Segmentation Techniques #Image and Signal Denoising Methods
  32. One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks
    2022/05/24 by Shutong Wu, Wu, Shutong, Sizhe Chen +5 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  33. A Simple Data Mixing Prior for Improving Self-Supervised Learning
    2022/06/15 by Sucheng Ren, Huiyu Wang, Ren, Sucheng +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 #Multimodal Machine Learning Applications
  34. Mamba-R: Vision Mamba ALSO Needs Registers
    2024/05/23 by Wang Feng, Wang, Feng, Jiahao Wang +15 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  35. Revisiting Adversarial Training at Scale
    2024/01/09 by Zeyu Wang, Wang, Zeyu, Xianhang Li +5 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Scaling White-Box Transformers for Vision
    2024/05/30 by Jinrui Yang, Xianhang Li, Yang, Jinrui +11 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies #Optical measurement and interference techniques
  37. Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains
    2025/06/02 by Jianzhen Wu, Sheng Liu, Wu, Juncheng +12 · 6 citations
    Business, Management and Accounting · #Big Data and Business Intelligence #Computation and Language (cs.CL) #ERP Systems Implementation and Impact #FOS: Computer and information sciences #Private Equity and Venture Capital
  38. Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses
    2019/04/01 by Yingwei Li, Li, Yingwei, Song Bai +9 · 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
  39. ViLBench: A Suite for Vision-Language Process Reward Modeling
    2025/03/26 by Haoqin Tu, Weitao Feng, Tu, Haoqin +9 · 3 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Service-Oriented Architecture and Web Services
  40. Autoregressive Pretraining with Mamba in Vision
    2024/06/11 by Sucheng Ren, Xianhang Li, Ren, Sucheng +21 · 2 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Spatial Cognition and Navigation
  41. CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a $10,000 Budget; An Extra $4,000 Unlocks 81.8% Accuracy
    2023/06/27 by Xianhang Li, Zeyu Wang, Li, Xianhang +3 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  42. CHAI: Command Hijacking against embodied AI
    2025/09/30 by Luis Burbano, Diego Ortiz, Burbano, Luis +13 · 2 voices · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CR #cs.LG
  43. Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
    2023/11/03 by Yipeng Gao, Gao, Yipeng, Zeyu Wang +7 · 1 citation
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  44. Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness
    2025/01/16 by Zeyu Wang, Cihang Xie, Wang, Zeyu +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  45. SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards
    2025/11/10 by Hunar Batra, Batra, Hunar, Haoqin Tu +8 · 1 citation
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Spatial Cognition and Navigation #Constraint Satisfaction and Optimization