Nai Zhou

According to our database, Nai Zhou authored at least 15 papers between 2017 and 2026.

Collaborative distances:

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

2026

Causally graph-guided counterfactual analysis to biomedical named entity recognition.

Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

Expert Syst. Appl., 2026

Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction.

Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Neural Network Based on Inter-layer Perturbation Strategy for Text Classification.

Nai Zhou, Nianmin Yao, Qibin Li

Mach. Intell. Res., February, 2025

Entity and Relationship Extraction with High-quality Spans and Enhanced Marker Strategies.

Qibin Li, Nianmin Yao, Nai Zhou

Int. J. Autom. Comput., 2025

Enhancing entity and relation extraction with dynamic hard negative augmentation framework.

Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

Eng. Appl. Artif. Intell., 2025

Entity and relationship extraction based on span contribution evaluation and focusing framework.

Qibin Li, Nianmin Yao, Nai Zhou, Jian Zhao

Comput. Speech Lang., 2025

Adaptive Mixture of Experts for Cross-Domain Medical Image Segmentation with Vision Foundation Models.

Qifei Wang, Yuefeng Zhao, Bolin Chen, Nai Zhou, Qianqian Tao, Nannan Hu

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

CrossMed-SAM: Cross-Modal Medical Image Segmentation via Frequency-Seale-Semantic Awareness.

Qifei Wang, Yuefeng Zhao, Nai Zhou, Nannan Hu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning.

Shengyuan Bai, Qibin Li, Zhe Wang, Nai Zhou, Nianmin Yao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

CDGAN-BERT: Adversarial constraint and diversity discriminator for semi-supervised text classification.

Nai Zhou, Nianmin Yao, Nannan Hu, Jian Zhao, Yanan Zhang

Knowl. Based Syst., 2024

Enhancing Biomedical NER with Adversarial Selective Training.

Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

A Joint Entity and Relation Extraction Model based on Efficient Sampling and Explicit Interaction.

Qibin Li, Nianmin Yao, Nai Zhou, Jian Zhao, Yanan Zhang

ACM Trans. Intell. Syst. Technol., October, 2023

Multi-MCCR: Multiple models regularization for semi-supervised text classification with few labels.

Nai Zhou, Nianmin Yao, Qibin Li, Jian Zhao, Yanan Zhang

Knowl. Based Syst., 2023

2022

Rule-based adversarial sample generation for text classification.

Nai Zhou, Nianmin Yao, Jian Zhao, Yanan Zhang

Neural Comput. Appl., 2022

2017

Audio scene recognition based on audio events and topic model.

Yan Leng, Nai Zhou, Chengli Sun, Xinyan Xu, Qi Yuan, Chuanfu Cheng, Yunxia Liu, Dengwang Li

Knowl. Based Syst., 2017