Projects per year
Personal profile
Chinese Name
陈奕帆
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Yifan CHEN is active. Topic labels come from the works of this scholar.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Active
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Research on Deep Statistical Learning Theory and Methods for Brain Imaging Data
CHENG, M.-Y. (PI), CHEN, Y. (CoI), ZHOU, L. (CoI), YAO, S. (CoI), WANG, H. (CoI), Pan, J. (PI), Ma, C. (CoI), Zhang, B. H. (CoI), Li, Q. (CoI), Li, Y. (CoI) & Su, P. (CoI)
1/05/25 → 30/04/28
Project: Research project
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面向大规模数据驱动模型的随机素描方法
CHEN, Y. (PI), Zhang, Q. (Collaborator) & Xu, Y. (Collaborator)
1/01/25 → 31/12/27
Project: Research project
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Statistical Modeling of Empirical Distribution Transforms via Wasserstein Metrics
CHEN, Y. (PI)
1/01/25 → 31/12/27
Project: Research project
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Catch Causal Signals from Edges for Label Imbalance in Graph Classification
Zhang, F., Yin, Y., Li, H., Chen, Y. & Qu, T., 6 Apr 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. 10889221. (Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
1 Citation (Scopus) -
Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization
Wei, T. (Co-first author), Chen, Y. (Co-first author), He, X., Bao, W. & He, J., 20 Jul 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York: Association for Computing Machinery (ACM), Vol. 1. p. 1563-1574 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access -
From Policy Comparison to Process Consistency and Beyond
Xu, Y., Yin, Y., Xing, Y. & Chen, Y., 10 Nov 2025, Proceedings of the 34th ACM International Conference on Information and Knowledge Management. New York, NY, USA: Association for Computing Machinery (ACM), p. 3677–3687 11 p. (CIKM: Conference on Information and Knowledge Management).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access -
Optimized Gradient Clipping for Noisy Label Learning
Ye, X., Wu, Y., Zhang, W., Li, X., Chen, Y. & Jin, C., 11 Apr 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. 9 ed. AAAI press, Vol. 39. p. 9463-9471 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 9).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access2 Citations (Scopus) -
Gliding over the Pareto Front with Uniform Designs
Zhang, X., Li, G., Lin, X., Zhang, Y., Chen, Y. & Zhang, Q., Dec 2024, 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems Foundation, 31 p. (Advances in Neural Information Processing Systems; vol. 37)(NeurIPS Proceedings).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access1 Citation (Scopus)