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Dive into the research topics where Mengnan Du is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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Collaborative Research: III: Medium: Towards Effective Detection and Mitigation for Shortcut Learning: A Data Modeling Framework
Du, M. (PI)
10/1/23 → 9/30/27
Project: Research project
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Boosting Fair Classifier Generalization through Adaptive Priority Reweighing
Hu, Z., Xu, Y., Du, M., Gu, J., Tian, X. & He, F., Feb 15 2025, In: ACM Transactions on Knowledge Discovery from Data. 19, 2, 40.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concepts at Different Layers?
Jin, M., Yu, Q., Huang, J., Zeng, Q., Wang, Z., Hua, W., Zhao, H., Mei, K., Meng, Y., Ding, K., Yang, F., Du, M. & Zhang, Y., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 558-573 16 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Fair-RGNN: Mitigating Relational Bias on Knowledge Graphs
Chuang, Y. N., Lai, K. H., Tang, R., Du, M., Chang, C. Y., Zou, N. & Hu, X., Feb 14 2025, In: ACM Transactions on Knowledge Discovery from Data. 19, 2, 46.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
AI Driven Online Advertising: Market Design, Generative AI, and Ethics
He, F., Du, M., Filos-Ratsikas, A., Cheng, L., Song, Q., Lin, M. & Vines, J., May 13 2024, WWW 2024 Companion - Companion Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 1407-1409 3 p. (WWW 2024 Companion - Companion Proceedings of the ACM Web Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
Data-Centric Explainable Debiasing for Improving Fairness in Pre-trained Language Models
Li, Y., Du, M., Song, R., Wang, X. & Wang, Y., 2024, The 62nd Annual Meeting of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics, ACL 2024. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 3773-3786 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Press/Media
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HOT TOPICS OF GENERATIVE AI ARE THE FOCUS OF 2023 DATA SCIENCE SUMMIT
Roshan, U., Du, M., Bader, D. & Xu, M.
11/9/23
1 item of Media coverage
Press/Media: Press / Media