Yingfan Ma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Image Classification

Multiple Instance Learning

Codebook Generation

Top Venues

Briefings Bioinform.

Publications

Ao Shen, Mingzhi Yuan, Yingfan Ma, Jie Du, Manning Wang
Complementary multi-modality molecular self-supervised learning via non-overlapping masking for property prediction. Briefings Bioinform. 25 (4) (2024)
Yingfan Ma, Xiaoyuan Luo, Kexue Fu, Manning Wang
Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification. AAAI (2024)
Ao Shen, Mingzhi Yuan, Yingfan Ma, Manning Wang
SS-Pro: a simplified Siamese contrastive learning approach for protein surface representation. Frontiers Comput. Sci. 18 (5) (2024)
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. CoRR (2023)
Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Manning Wang, Zhijian Song
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need. CoRR (2023)
Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. ICCV (2023)
Mingzhi Yuan, Ao Shen, Kexue Fu, Jiaming Guan, Yingfan Ma, Qin Qiao, Manning Wang
ProteinMAE: masked autoencoder for protein surface self-supervised learning. Bioinform. 39 (12) (2023)
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. MICCAI (2) (2023)
Wei Wang, Jing Tian, Fang Lv, Guodong Xin, Yingfan Ma, Bailing Wang
Mining frequent pyramid patterns from time series transaction data with custom constraints. Comput. Secur. 100 (2021)