Nai Zhou

15 papers A* 2Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Causally graph-guided counterfactual analysis to biomedical named entity recognition.
Expert Syst. Appl.
Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao
2026 A* conf
Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction.
AAAI
Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao
2025 — conf
Adaptive Mixture of Experts for Cross-Domain Medical Image Segmentation with Vision Foundation Models.
PRCV (18)
Qifei Wang, Yuefeng Zhao, Bolin Chen, Nai Zhou, Qianqian Tao, Nannan Hu
2025 — conf
CrossMed-SAM: Cross-Modal Medical Image Segmentation via Frequency-Seale-Semantic Awareness.
BIBM
Qifei Wang, Yuefeng Zhao, Nai Zhou, Nannan Hu
2025 A* conf
Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning.
AAAI
Shengyuan Bai, Qibin Li, Zhe Wang, Nai Zhou, Nianmin Yao
2025 J jnl
Enhancing entity and relation extraction with dynamic hard negative augmentation framework.
Eng. Appl. Artif. Intell.
Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao
2025 J jnl
Entity and Relationship Extraction with High-quality Spans and Enhanced Marker Strategies.
Int. J. Autom. Comput.
Qibin Li, Nianmin Yao, Nai Zhou
2025 J jnl
Entity and relationship extraction based on span contribution evaluation and focusing framework.
Comput. Speech Lang.
Qibin Li, Nianmin Yao, Nai Zhou, Jian Zhao
2025 J jnl
Neural Network Based on Inter-layer Perturbation Strategy for Text Classification.
Mach. Intell. Res.
Nai Zhou, Nianmin Yao, Qibin Li
2024 J jnl
CDGAN-BERT: Adversarial constraint and diversity discriminator for semi-supervised text classification.
Knowl. Based Syst.
Nai Zhou, Nianmin Yao, Nannan Hu, Jian Zhao, Yanan Zhang
2024 — conf
Enhancing Biomedical NER with Adversarial Selective Training.
BIBM
Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao
2023 J jnl
A Joint Entity and Relation Extraction Model based on Efficient Sampling and Explicit Interaction.
ACM Trans. Intell. Syst. Technol.
Qibin Li, Nianmin Yao, Nai Zhou, Jian Zhao, Yanan Zhang
2023 J jnl
Multi-MCCR: Multiple models regularization for semi-supervised text classification with few labels.
Knowl. Based Syst.
Nai Zhou, Nianmin Yao, Qibin Li, Jian Zhao, Yanan Zhang
2022 J jnl
Rule-based adversarial sample generation for text classification.
Neural Comput. Appl.
Nai Zhou, Nianmin Yao, Jian Zhao, Yanan Zhang
2017 J jnl
Audio scene recognition based on audio events and topic model.
Knowl. Based Syst.
Yan Leng, Nai Zhou, Chengli Sun, Xinyan Xu, Qi Yuan, Chuanfu Cheng, Yunxia Liu, Dengwang Li