Yingfan Ma

21 papers A* 3Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Boosting 3-D Point Cloud Registration by Orthogonal Self-Ensemble Learning.
IEEE Trans. Artif. Intell.
Mingzhi Yuan, Ao Shen, Yingfan Ma, Jie Du, Qiao Huang, Manning Wang
2026 J jnl
Enhancing Protein Structure Learning Using a Size-Guided Conditional Mixture-of-Experts.
IEEE J. Biomed. Health Informatics
Mingzhi Yuan, Ao Shen, Siqi Yin, Yingfan Ma, Qiao Huang, Manning Wang
2026 J jnl
Towards General Protein Structure Representation Learning With a Protein Size Prompt.
IEEE Trans. Artif. Intell.
Ao Shen, Mingzhi Yuan, Yingfan Ma, Qiao Huang, Jie Du, Zhijuan Cao, Manning Wang
2025 J jnl
ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems.
CoRR
Yiming Zhang, Yingfan Ma, Yanmei Gu, Zhengkai Yang, Yihong Zhuang, Feng Wang, Zenan Huang, Yuanyuan Wang, Chao Huang, Bowen Song, Cheng Lin, Junbo Zhao
2025 A* conf
Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning.
ICML
Ao Shen, Mingzhi Yuan, Yingfan Ma, Jie Du, Qiao Huang, Manning Wang
2025 — conf
Knowledge-Guided Multi-scale Graph Mamba for Whole Slide Image Classification.
MICCAI (12)
Minghong Duan, Zhiwei Yang, Yingfan Ma, Manning Wang, Zhijian Song
2025 J jnl
ProteinF3S: boosting enzyme function prediction by fusing protein sequence, structure, and surface.
Briefings Bioinform.
Mingzhi Yuan, Ao Shen, Yingfan Ma, Jie Du, Bohan An, Manning Wang
2025 J jnl
SeLa-MIL: Developing an instance-level classifier via weakly-supervised self-training for whole slide image classification.
Comput. Methods Programs Biomed.
Yingfan Ma, Mingzhi Yuan, Ao Shen, Xiaoyuan Luo, Bohan An, Xinrong Chen, Manning Wang
2025 J jnl
TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning.
CoRR
Shenzhi Yang, Guangcheng Zhu, Xing Zheng, Yingfan Ma, Zhongqi Chen, Bowen Song, Weiqiang Wang, Junbo Zhao, Gang Chen, Haobo Wang
2024 J jnl
Complementary multi-modality molecular self-supervised learning via non-overlapping masking for property prediction.
Briefings Bioinform.
Ao Shen, Mingzhi Yuan, Yingfan Ma, Jie Du, Manning Wang
2024 J jnl
PGBind: pocket-guided explicit attention learning for protein-ligand docking.
Briefings Bioinform.
Ao Shen, Mingzhi Yuan, Yingfan Ma, Jie Du, Manning Wang
2024 J jnl
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier Is All You Need.
IEEE Trans. Circuits Syst. Video Technol.
Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Qinhao Guo, Manning Wang, Zhijian Song
2024 J jnl
Rethinking Multiple Instance Learning: Developing an Instance-Level Classifier via Weakly-Supervised Self-Training.
CoRR
Yingfan Ma, Xiaoyuan Luo, Mingzhi Yuan, Xinrong Chen, Manning Wang
2024 J jnl
SS-Pro: a simplified Siamese contrastive learning approach for protein surface representation.
Frontiers Comput. Sci.
Ao Shen, Mingzhi Yuan, Yingfan Ma, Manning Wang
2024 A* conf
Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification.
AAAI
Yingfan Ma, Xiaoyuan Luo, Kexue Fu, Manning Wang
2023 A* conf
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification.
ICCV
Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song
2023 — conf
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification.
MICCAI (2)
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
2023 J jnl
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification.
CoRR
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
2023 J jnl
ProteinMAE: masked autoencoder for protein surface self-supervised learning.
Bioinform.
Mingzhi Yuan, Ao Shen, Kexue Fu, Jiaming Guan, Yingfan Ma, Qin Qiao, Manning Wang
2023 J jnl
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need.
CoRR
Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Manning Wang, Zhijian Song
2021 J jnl
Mining frequent pyramid patterns from time series transaction data with custom constraints.
Comput. Secur.
Wei Wang, Jing Tian, Fang Lv, Guodong Xin, Yingfan Ma, Bailing Wang