Xie, Cihang
- 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
- What If We Recaption Billions of Web Images with LLaMA-3?
2024/06/12 by Xiangde Li, Xianhang Li, Haoqin Tu +22 · 2 voices · 17 citations
Computer Science · #Medical Image Segmentation Techniques #cs.CL #cs.CV
- iBOT: Image BERT Pre-Training with Online Tokenizer
2021/11/15 by Jinghao Zhou, Zhou, Jinghao, Huiyu Wang +10 · 85 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
- PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning
2020/04/12 by Chenglin Yang, Adam Kortylewski, Yang, Chenglin +7 · 1 voice · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #cs.CV
- Improving Transferability of Adversarial Examples with Input Diversity
2018/03/19 by Cihang Xie, Zhishuai Zhang, Xie, Cihang +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)
- Adversarial Examples for Semantic Segmentation and Object Detection
2017/03/24 by Cihang Xie, Jianyu Wang, Xie, Cihang +9 · 35 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- 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
- HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
2024/04/15 by Mude Hui, Hui, Mude, Siwei Yang +13 · 43 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
2025/04/10 by Chen, Hardy, Haoqin Tu, Tu, Haoqin +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
- 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
- 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
- Audio-Visual LLM for Video Understanding
2023/12/11 by Shu, Fangxun, Zhang, Lei, Jiang, Hao +1 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VHELM: A Holistic Evaluation of Vision Language Models
2024/10/09 by Lee, Tony, Tu, Haoqin, Wong, Chi Heem +8 · 20 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Adversarial Examples Improve Image Recognition
2019/11/21 by Xie, Cihang, Tan, Mingxing, Gong, Boqing +3 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models
2024/06/24 by Wang, Yuxuan, Wang, Yueqian, Zhao, Dongyan +2 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Technical Report on the CleverHans v2.1.0 Adversarial Examples Library
2016/10/03 by Papernot, Nicolas, Faghri, Fartash, Carlini, Nicholas +23 · 5 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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)
- DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation
2023/09/26 by Zeyu Wang, Dingwen Li, Wang, Zeyu +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
- Universal Physical Camouflage Attacks on Object Detectors
2019/09/10 by Huang, Lifeng, Gao, Chengying, Zhou, Yuyin +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Unleashing the Power of Visual Prompting At the Pixel Level
2022/12/20 by Wu, Junyang, Li, Xianhang, Wei, Chen +4 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- 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
- Diffusion Models as Masked Autoencoders
2023/04/06 by Wei Chen, Karttikeya Mangalam, Wei, Chen +17 · 6 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
- STAR-1: Safer Alignment of Reasoning LLMs with 1K Data
2025/04/02 by Wang, Zijun, Tu, Haoqin, Wang, Yuhan +6 · 17 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- 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
- Generative Image Layer Decomposition with Visual Effects
2024/11/26 by Jinrui Yang, Yang, Jinrui, Qing Liu +17 · 10 citations
Computer Science · #Advanced Vision and Imaging
- 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
- VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
2024/09/02 by Yuxuan Wang, Wang, Yuxuan, Song, Yiqi +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
- 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)
- Shape-Texture Debiased Neural Network Training
2020/10/12 by Li, Yingwei, Yu, Qihang, Tan, Mingxing +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions
2024/11/25 by Yanqing Liu, Xianhang Li, Liu, Yanqing +7 · 9 citations
Arts and Humanities · Computer Science · #Subtitles and Audiovisual Media #Translation Studies and Practices #Video Analysis and Summarization
- L2B: Learning to Bootstrap Robust Models for Combating Label Noise
2022/02/09 by Zhou, Yuyin, Li, Xianhang, Liu, Fengze +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Single-Shot Object Detection with Enriched Semantics
2017/12/01 by Zhang, Zhishuai, Qiao, Siyuan, Xie, Cihang +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning
2025/05/22 by Yu, Suhao, Wang, Haojin, Wu, Juncheng +2 · 11 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unsupervised learning of object semantic parts from internal states of CNNs by population encoding
2015/11/21 by Jianyu Wang, Wang, Jianyu, Zhishuai Zhang +7 · 4 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)
- Rejuvenating image-GPT as Strong Visual Representation Learners
2023/12/04 by Sucheng Ren, Zeyu Wang, Ren, Sucheng +9 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Masked Autoencoders Enable Efficient Knowledge Distillers
2022/08/25 by Bai, Yutong, Wang, Zeyu, Xiao, Junfei +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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)
- 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
- Robust and Accurate Object Detection via Adversarial Learning
2021/03/23 by Chen, Xiangning, Xie, Cihang, Tan, Mingxing +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
2025/04/17 by Siwei Yang, Mude Hui, Yang, Siwei +9 · 6 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
- 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
- One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks
2022/05/24 by Shutong Wu, Sizhe Chen, Wu, Shutong +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)
- A Simple Data Mixing Prior for Improving Self-Supervised Learning
2022/06/15 by Sucheng Ren, Ren, Sucheng, Huiyu Wang +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
- A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
2024/09/23 by Yunfei Xie, Jianzhen Wu, Xie, Yunfei +14 · 4 citations
Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Adversarial Attacks and Defences Competition
2018/03/31 by Kurakin, Alexey, Goodfellow, Ian, Bengio, Samy +20 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation
2023/07/24 by Wang, Yiqing, Li, Zihan, Mei, Jieru +7 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Mamba-R: Vision Mamba ALSO Needs Registers
2024/05/23 by Wang Feng, Jiahao Wang, Wang, Feng +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
- 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
- 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
- Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images
2021/10/01 by Li, Zhuowan, Stengel-Eskin, Elias, Zhang, Yixiao +4 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- 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
- 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
- Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing
2022/11/29 by Ruiz, Nataniel, Bargal, Sarah Adel, Xie, Cihang +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Autoregressive Pretraining with Mamba in Vision
2024/06/11 by Sucheng Ren, Ren, Sucheng, Xianhang Li +21 · 2 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Spatial Cognition and Navigation
- 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
- 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
- Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
2023/11/03 by Yipeng Gao, Zeyu Wang, Gao, Yipeng +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
- AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability
2024/02/14 by Yang, Siwei, Zhao, Bingchen, Xie, Cihang · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
2024/03/23 by Yang, Siwei, Li, Xianhang, Mei, Jieru +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies
2024/04/12 by Li, Zichao, Xie, Cihang, Cubuk, Ekin Dogus · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- ARFlow: Autoregressive Flow with Hybrid Linear Attention
2025/01/27 by Hui, Mude, Zhu, Rui-Jie, Yang, Songlin +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought
2025/11/04 by Zhou, Yiyang, Tu, Haoqin, Wang, Zijun +11 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Data Visualization and Analytics #Generative Adversarial Networks and Image Synthesis
- SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards
2025/11/10 by Hunar Batra, Haoqin Tu, Batra, Hunar +8 · 1 citation
Computer Science · Engineering · #Multimodal Machine Learning Applications #Spatial Cognition and Navigation #Constraint Satisfaction and Optimization
- OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning
2025/05/07 by Li, Xianhang, Liu, Yanqing, Tu, Haoqin +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences