Yao, Kai

1. Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation
   2022/11/27 by Su, Zixian, Yao, Kai, Yang, Xi +3 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning
   2025/01/05 by Yixin Ji, Juntao Li, Ji, Yixin +13 · 13 citations
   Computer Science · Engineering · #Embedded Systems Design Techniques #Systems Engineering Methodologies and Applications
3. Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
   2023/11/27 by Zhongyi Shui, Shui, Zhongyi, Yunlong Zhang +11 · 4 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
4. Toward Less Hidden Cost of Code Completion with Acceptance and Ranking Models
   2021/06/26 by Jingxuan Li, Rui Huang, Li, Jingxuan +7 · 2 citations
   Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Reliability and Analysis Research
5. Unraveling Batch Normalization for Realistic Test-Time Adaptation
   2023/12/15 by Su, Zixian, Guo, Jingwei, Yao, Kai +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation
   2022/05/24 by Zixian Su, Kai Yao, Su, Zixian +11 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
7. Layer-wise Importance Matters: Less Memory for Better Performance in Parameter-efficient Fine-tuning of Large Language Models
   2024/10/15 by Kai Yao, Yao, Kai, PP Gao +11 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
8. SoK: What Makes Private Learning Unfair?
   2025/01/24 by Yao, Kai, Juarez, Marc · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. OPa-Ma: Text Guided Mamba for 360-degree Image Out-painting
   2024/07/15 by Gao, Penglei, Yao, Kai, Ye, Tiandi +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic\n LayerReplace and Selective Rank Compression
    2024/12/12 by Kai Yao, Yao, Kai, Tiandi Ye +12 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data