Shu-Tao Xia

1. Dimensionality-Driven Learning with Noisy Labels
   2018/06/07 by Xingjun Ma, Ma, Xingjun, Yisen Wang +15 · 15 citations
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Image and Object Detection Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #cs.CV #cs.LG #stat.ML
2. Denial-of-Service Poisoning Attacks against Large Language Models
   2024/10/14 by Kuofeng Gao, Tianyu Pang, Gao, Kuofeng +9 · 15 citations
   Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
3. CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks
   2024/07/14 by Hao Fang, Fang, Hao, Jiawei Kong +9 · 9 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Radiation Effects in Electronics #Software-Defined Networks and 5G
4. Iterative Learning with Open-set Noisy Labels
   2018/03/31 by Yisen Wang, Weiyang Liu, Wang, Yisen +12 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.CV
5. WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting
   2023/09/20 by Peiyuan Liu, Liu, Peiyuan, Beiliang Wu +14 · 1 voice · 3 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #cs.LG
6. Johnson Type Bounds on Constant Dimension Codes
   2007/09/07 by Shu‐Tao Xia, Shu-Tao Xia, Xia, Shu-Tao +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Mathematics · #Cooperative Communication and Network Coding #DNA and Biological Computing #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Security Techniques #cs.IT #math.IT
7. Error-quantified Conformal Inference for Time Series
   2025/02/02 by Junxi Wu, Wu, Junxi, Die Hu +9 · 1 voice · 6 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical and numerical algorithms #Time Series Analysis and Forecasting #cs.LG #stat.ML
8. Maximum Multiflow in Wireless Network Coding
   2012/02/14 by Jin-Yi Zhou, Jinyi Zhou, Zhou, Jin-Yi +7 · 1 citation
   Computer Science · Engineering · Mathematics · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Mobile Ad Hoc Networks #cs.IT #math.IT
9. Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs
   2024/07/02 by Jinmin Li, Kuofeng Gao, Li, Jinmin +7 · 3 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Internet Traffic Analysis and Secure E-voting
10. Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models
    2025/05/05 by Kuofeng Gao, Gao, Kuofeng, Yufei Zhu +11 · 1 voice
    Computer Science · Engineering · #Medical Imaging and Analysis #cs.AI #cs.CR #cs.CV
11. On the Weight Hierarchy of Locally Repairable Codes
    2017/02/20 by Jie Hao, Shu‐Tao Xia, Shu-Tao Xia +7 · 1 citation
    Computer Science · Mathematics · #Advanced Data Storage Technologies #Cellular Automata and Applications #Coding theory and cryptography #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT #math.IT
12. On Optimal Ternary Locally Repairable Codes
    2017/02/19 by Jie Hao, Shu‐Tao Xia, Hao, Jie +4 · 1 citation
    Computer Science · Mathematics · #Advanced Data Storage Technologies #Cellular Automata and Applications #Coding theory and cryptography #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT #math.IT
13. Generative Pre-Trained Diffusion Paradigm for Zero-Shot Time Series Forecasting
    2024/06/04 by Jiarui Yang, Tao Dai, Yang, Jiarui +15 · 1 citation
    Decision Sciences · Engineering · #Forecasting Techniques and Applications #Energy Load and Power Forecasting #Stock Market Forecasting Methods
14. Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
    2025/05/21 by Hao Fang, Fang, Hao, Jiawei Kong +15 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
15. Why does weak-OOD help? A Further Step Towards Understanding Jailbreaking VLMs
    2025/11/11 by Yuxuan Zhou, Y. Peng, Zhou, Yuxuan +16 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
16. Beyond Illumination: A Conditional Mutual Information-Guided Network for Low-Light Image Enhancement
    2026/08/03 by Ya-nan Guan, Shaonan Zhang, Tao Dai +5
    Computer Science · #cs.CV