Xiaofan Li

1. PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection
   2024/04/08 by Xiaofan Li, Li, Xiaofan, Zhizhong Zhang +11 · 34 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning
2. Over-the-Air Aggregation for Federated Learning: Waveform Superposition and Prototype Validation
   2021/10/27 by Huayan Guo, Guo, Huayan, Yifan Zhu +13 · 6 citations
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Indoor and Outdoor Localization Technologies #Full-Duplex Wireless Communications
3. DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model
   2023/10/11 by Xiaofan Li, Yifu Zhang, Li, Xiaofan +3 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
4. Revisiting MLLMs: An In-Depth Analysis of Image Classification Abilities
   2024/12/21 by Huan Liu, Liu, Huan, Lingyu Xiao +11 · 6 citations
   Social Sciences · #Educational Assessment and Pedagogy
5. Characterizing Ethereum Upgradable Smart Contracts and Their Security Implications
   2024/03/02 by Xiaofan Li, Jin Yang, Li, Xiaofan +7 · 3 citations
   Computer Science · #Blockchain Technology Applications and Security #Computational Engineering #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Finance #and Science (cs.CE)
6. Drag Your Gaussian: Effective Drag-Based Editing with Score Distillation for 3D Gaussian Splatting
   2025/01/30 by Yansong Qu, Qu, Yansong, Dian Chen +11 · 9 citations
   Computer Science · #Advanced Data Storage Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning and Data Classification
7. The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey
   2025/02/14 by Sifan Tu, Tu, Sifan, Xin Zhou +11 · 6 citations
   Engineering · #Autonomous Vehicle Technology and Safety
8. MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving
   2025/04/01 by Zhiyuan Zhang, Xiaofan Li, Zhang, Zhiyuan +11 · 7 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
9. Fokker-Planck equations for Marcus stochastic differential equations driven by Levy processes
   2016/05/20 by Xu Sun, Xiaofan Li, Sun, Xu +3 · 1 citation
   Economics, Econometrics and Finance · Physics and Astronomy · #Stochastic processes and financial applications #Complex Systems and Time Series Analysis #Advanced Thermodynamics and Statistical Mechanics
10. One-for-More: Continual Diffusion Model for Anomaly Detection
    2025/02/27 by Xiaofan Li, Li, Xiaofan, Xin Tan +18 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. NCCL EP: Towards a Unified Expert Parallel Communication API for NCCL
    2026/03/13 by Amos Goldman, Nimrod Boker, Maayan Sheraizin +15 · 1 voice
    Computer Science · #cs.DC #cs.AI #cs.AR #cs.LG
12. Learning Multiple Probabilistic Decisions from Latent World Model in Autonomous Driving
    2024/09/24 by Lingyu Xiao, Xiao, Lingyu, Jiangjiang Liu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Management and Algorithms #FOS: Computer and information sciences #Robotics (cs.RO) #Time Series Analysis and Forecasting
13. DriVerse: Navigation World Model for Driving Simulation via Multimodal Trajectory Prompting and Motion Alignment
    2025/04/22 by Xiaofan Li, Chenming Wu, Li, Xiaofan +13 · 4 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Robotics (cs.RO)
14. Directed Greybox Fuzzing with Stepwise Constraint Focusing
    2023/03/27 by Xiaofan Li, Xuan Li, Li, Xiaofan +7 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Software Testing and Debugging Techniques
15. A regularity result for the nonlocal Fokker-Planck equation with Ornstein-Uhlenbeck drift
    2015/04/17 by Xiaoxia Xie, Jinqiao Duan, Xie, Xiaoxia +5 · 1 citation
    Economics, Econometrics and Finance · Engineering · Mathematics · #35B65 #Dynamical Systems (math.DS) #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Gas Dynamics and Kinetic Theory #Stochastic processes and financial applications
16. Mean exit time and escape probability for dynamical systems driven by Levy noise
    2012/01/29 by Ting Gao, Gao, Ting, Jinqiao Duan +5 · 2 citations
    Environmental Science · Economics, Econometrics and Finance · Physics and Astronomy · #Ecosystem dynamics and resilience #Complex Systems and Time Series Analysis #stochastic dynamics and bifurcation
17. ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation
    2026/07/30 by Xiao Luo, Mingyang Du, Xin Zhou +5
    Computer Science · #cs.CV