Towards fair machine learning software: Understanding and addressing model bias through counterfactual thinking Z Wang, Y Zhou, M Qiu, I Haque, L Brown, Y He, J Wang, D Lo, W Zhang arXiv preprint arXiv:2302.08018, 2023 | 14 | 2023 |
Preventing Discriminatory Decision-making in Evolving Data Streams Z Wang, N Saxena, T Yu, S Karki, T Zetty, I Haque, S Zhou, D Kc, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 11 | 2023 |
Individual Fairness under Uncertainty W Zhang, Z Wang, J Kim, C Cheng, T Oommen, P Ravikumar, J Weiss 26th European Conference on Artificial Intelligence, 3042-3049, 2023 | 9* | 2023 |
FG²AN: Fairness-Aware Graph Generative Adversarial Networks Z Wang, C Wallace, A Bifet, X Yao, W Zhang Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 8 | 2023 |
Mitigating multisource biases in graph neural networks via real counterfactual samples Z Wang, G Narasimhan, X Yao, W Zhang 2023 IEEE International Conference on Data Mining (ICDM), 638-647, 2023 | 6 | 2023 |
History, Development, and Principles of Large Language Models-An Introductory Survey Z Chu, S Ni, Z Wang, X Feng, C Li, X Hu, R Xu, M Yang, W Zhang arXiv preprint arXiv:2402.06853, 2024 | 4 | 2024 |
Optimization and Improvement of Fake News Detection using Voting Technique for Societal Benefit SV Chinta, K Fernandes, N Cheng, J Fernandez, S Yazdani, Z Yin, ... 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 1565-1574, 2023 | 2 | 2023 |
A Comprehensive Survey of Image and Video Generative AI: Recent Advances, Variants, and Applications S Yazdani, N Saxena, Z Wang, Y Wu, W Zhang | 1 | 2024 |
Improving Fairness in Machine Learning Software via Counterfactual Fairness Thinking Z Yin, Z Wang, W Zhang Proceedings of the 2024 IEEE/ACM 46th International Conference on Software …, 2024 | | 2024 |
Fairness in Large Language Models: A Taxonomic Survey Z Chu, Z Wang, W Zhang ACM SIGKDD Explorations Newsletter, 2024, 2024 | | 2024 |
Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI J Dzuong, Z Wang, W Zhang arXiv preprint arXiv:2404.08221, 2024 | | 2024 |