Kaiyou Song

According to our database, Kaiyou Song authored at least 23 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples.

Qixin Sun, Ziqin Wang, Hengyuan Zhao, Yilin Li, Kaiyou Song, Si Liu, Xiaolin Hu, Qingpei Guo, Linjiang Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Bootstrap Masked Visual Modeling via Hard Patch Mining.

Haochen Wang, Junsong Fan, Yuxi Wang, Kaiyou Song, Tiancai Wang, Xiangyu Zhang, Zhaoxiang Zhang

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

Ming-Omni: A Unified Multimodal Model for Perception and Generation.

Inclusion AI, Biao Gong, Cheng Zou, Chuanyang Zheng, Chunluan Zhou, Canxiang Yan, Chunxiang Jin, Chunjie Shen, Dandan Zheng, Fudong Wang, Furong Xu, Guangming Yao, Jun Zhou, Jingdong Chen, Jianxin Sun, Jiajia Liu, Jianjiang Zhu, Jun Peng, Kaixiang Ji, Kaiyou Song, Kaimeng Ren, Libin Wang, Lixiang Ru, Lele Xie, Longhua Tan, Lyuxin Xue, Lan Wang, Mochen Bai, Ning Gao, Pei Chen, Qingpei Guo, Qinglong Zhang, Qiang Xu, Rui Liu, Ruijie Xiong, Sirui Gao, Tinghao Liu, Taisong Li, Weilong Chai, Xinyu Xiao, Xiaomei Wang, Xiaoxue Chen, Xiao Lu, Xiaoyu Li, Xingning Dong, Xuzheng Yu, Yi Yuan, Yuting Gao, Yunxiao Sun, Yipeng Chen, Yifei Wu, Yongjie Lyu, Ziping Ma, Zipeng Feng, Zhijiang Fang, Zhihao Qiu, Ziyuan Huang, Zhengyu He

CoRR, June, 2025

LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models.

Hengyuan Zhao, Ziqin Wang, Qixin Sun, Kaiyou Song, Yilin Li, Xiaolin Hu, Qingpei Guo, Si Liu

CoRR, March, 2025

M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance.

Qingpei Guo, Kaiyou Song, Zipeng Feng, Ziping Ma, Qinglong Zhang, Sirui Gao, Xuzheng Yu, Yunxiao Sun, Tai-Wei Chang, Jingdong Chen, Ming Yang, Jun Zhou

CoRR, February, 2025

2024

Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning.

Kaiyou Song, Shan Zhang, Tong Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Bootstrap Masked Visual Modeling via Hard Patches Mining.

Haochen Wang, Junsong Fan, Yuxi Wang, Kaiyou Song, Tiancai Wang, Xiangyu Zhang, Zhaoxiang Zhang

CoRR, 2023

DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions.

Haochen Wang, Junsong Fan, Yuxi Wang, Kaiyou Song, Tong Wang, Zhaoxiang Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning.

Kaiyou Song, Shan Zhang, Zimeng Luo, Tong Wang, Jin Xie

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Hard Patches Mining for Masked Image Modeling.

Haochen Wang, Kaiyou Song, Junsong Fan, Yuxi Wang, Jin Xie, Zhaoxiang Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning.

Kaiyou Song, Jin Xie, Shan Zhang, Zimeng Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Anomaly Composition and Decomposition Network for Accurate Visual Inspection of Texture Defects.

Kaiyou Song, Hua Yang, Zhouping Yin

IEEE Trans. Instrum. Meas., 2022

Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning.

Kaiyou Song, Shan Zhang, Zihao An, Zimeng Luo, Tong Wang, Jin Xie

CoRR, 2022

2021

Weighted Feature Histogram of Multi-Scale Local Patch Using Multi-Bit Binary Descriptor for Face Recognition.

Hua Yang, Chenting Gong, Kaiji Huang, Kaiyou Song, Zhouping Yin

IEEE Trans. Image Process., 2021

Autolabeling-Enhanced Active Learning for Cost-Efficient Surface Defect Visual Classification.

Hua Yang, Kaiyou Song, Fangqin Mao, Zhouping Yin

IEEE Trans. Instrum. Meas., 2021

An Anomaly Feature-Editing-Based Adversarial Network for Texture Defect Visual Inspection.

Hua Yang, Qinyuan Zhou, Kaiyou Song, Zhouping Yin

IEEE Trans. Ind. Informatics, 2021

Multi-Scale Boosting Feature Encoding Network for Texture Recognition.

Kaiyou Song, Hua Yang, Zhouping Yin

IEEE Trans. Circuits Syst. Video Technol., 2021

2019

Robust Semantic Template Matching Using a Superpixel Region Binary Descriptor.

Hua Yang, Chenghui Huang, Feiyue Wang, Kaiyou Song, Zhouping Yin

IEEE Trans. Image Process., 2019

Multi-Scale Attention Deep Neural Network for Fast Accurate Object Detection.

Kaiyou Song, Hua Yang, Zhouping Yin

IEEE Trans. Circuits Syst. Video Technol., 2019

Multiscale Feature-Clustering-Based Fully Convolutional Autoencoder for Fast Accurate Visual Inspection of Texture Surface Defects.

Hua Yang, Yifan Chen, Kaiyou Song, Zhouping Yin

IEEE Trans Autom. Sci. Eng., 2019

Large-scale and rotation-invariant template matching using adaptive radial ring code histograms.

Hua Yang, Chenghui Huang, Feiyue Wang, Kaiyou Song, Shijiao Zheng, Zhouping Yin

Pattern Recognit., 2019

2018

An Accurate Mura Defect Vision Inspection Method Using Outlier-Prejudging-Based Image Background Construction and Region-Gradient-Based Level Set.

Hua Yang, Kaiyou Song, Shuang Mei, Zhouping Yin

IEEE Trans Autom. Sci. Eng., 2018

Robust visual tracking based on deep convolutional neural networks and kernelized correlation filters.

Hua Yang, Donghong Zhong, Chenyi Liu, Kaiyou Song, Zhouping Yin

J. Electronic Imaging, 2018