Zou, Na

SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks

Li, Y., Huang, X., Li, J., Du, M., & Zou, N. (2019) · Proceedings of the 28th ACM International Conference on Information and Knowledge Management

Anomaly Detection Techniques and ApplicationsAdvanced Graph Neural Networks

Cited by 111

In-Processing Modeling Techniques for Machine Learning Fairness: A Survey

Wan, M., Zha, D., Liu, N., & Zou, N. (2023) · ACM Transactions on Knowledge Discovery from Data

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 99

Shortcut Learning of Large Language Models in Natural Language Understanding

Du, M., He, F., Zou, N., Tao, D., & Hu, X. (2024) · Communications of the ACM

Topic ModelingNatural Language Processing Techniques

Cited by 94

Mitigating Gender Bias in Captioning Systems

Tang, R., Du, M., Li, Y., Liu, Z., Zou, N., & Hu, X. (2021) · Proceedings of the Web Conference 2021

Multimodal Machine Learning ApplicationsEthics and Social Impacts of AI

Cited by 50

Fair Machine Learning in Healthcare: A Review

Feng, Q., Du, M., Zou, N., & Hu, X. (2022) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 12

Fair Machine Learning in Healthcare: A Survey

Feng, Q., Du, M., Zou, N., & Hu, X. (2025) · IEEE Transactions on Artificial Intelligence

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 12

MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation

Chang, C.-Y., Jiang, Z., Rakesh, V., Pan, M., Yeh, C.-C. M., Wang, G., Hu, M., Xu, Z., Zheng, Y., Das, M., et al. (2025) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 1