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Author

Nai Zhou

Observed name: Zhou, Nai
ORCID: 0000-0003-2161-1719
Observed ORCID: 0000-0003-2161-1719
OpenAlex ID: A5088492246
CDGAN-BERT: Adversarial constraint and diversity discriminator for semi-supervised text classification
2023 · Nai Zhou, Nianmin Yao, et al. · Knowledge-Based Systems · 23
Rule-based adversarial sample generation for text classification
2022 · Nai Zhou, Nianmin Yao, et al. · Neural Computing and Applications · 16
Audio scene recognition based on audio events and topic model
2017 · Yan Leng, Nai Zhou, et al. · Knowledge-Based Systems · 16
A Joint Entity and Relation Extraction Model based on Efficient Sampling and Explicit Interaction
2023 · Qibin Li, Nianmin Yao, et al. · ACM Transactions on Intelligent Systems and Technology · 12
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Multi-MCCR: Multiple models regularization for semi-supervised text classification with few labels
2023 · Nai Zhou, Nianmin Yao, et al. · Knowledge-Based Systems · 9
Neural Network Based on Inter-layer Perturbation Strategy for Text Classification
2025 · Nai Zhou, Nianmin Yao, et al. · Machine Intelligence Research · 5
Enhancing entity and relation extraction with dynamic hard negative augmentation framework
2025 · Qibin Li, Shengyuan Bai, et al. · Engineering Applications of Artificial Intelligence · 3
Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning
2025 · Shengyuan Bai, Qibin Li, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
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Entity and Relationship Extraction with High-quality Spans and Enhanced Marker Strategies
2025 · Qibin Li, Nianmin Yao, et al. · Machine Intelligence Research · 2
Entity and relationship extraction based on span contribution evaluation and focusing framework
2024 · Qibin Li, Nianmin Yao, et al. · Computer Speech & Language · 2
Causally graph-guided counterfactual analysis to biomedical named entity recognition
2025 · Qibin Li, Shengyuan Bai, et al. · Expert Systems with Applications · 1
Enhancing Biomedical NER with Adversarial Selective Training
2024 · Qibin Li, Shengyuan Bai, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 1
ETSGAN: A Semi-supervised Generative Adversarial Transformers for Encrypted Traffic Detection with Limited Supervision
2026 · Nai Zhou, Nannan Hu, et al. · Communications in computer and information science
Regularization-based semi-supervised generative adversarial learning for text classification with limited supervision
2026 · Nannan Hu, Yuefeng Zhao, et al. · Engineering Applications of Artificial Intelligence
Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction
2026 · Qibin Li, Shengyuan Bai, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
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Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction
2026 · Association for Artificial Intelligence 2026, Bai, Shengyuan, et al. · Underline Science Inc.
A SVM Active Learning Algorithm Based on Class Boundary Characteristics, and Its Application in Audio Classification
2017 · Yan Leng, Nai Zhou, et al. · International Journal of Multimedia and Ubiquitous Engineering
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Works count: 18
Citation count: 93
H-index: 5
I10-index: 4
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