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Dive into the research topics where Fengxiang He is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Drawback of enforcing equivariance and its compensation via the lens of expressive power
Chen, Y., Qin, T., Tian, X., He, F. & Tao, D., 14 Apr 2026, (Accepted/In press) In: Transactions on Machine Learning Research. p. 1-19 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Inverse learning of black-box aggregator for robust nash equilibrium
Chen, G., Xu, G., He, F., Tao, D., Parisini, T. & Johansson, K. H., 18 Nov 2025, In: Ieee transactions on automatic control. p. 1-8 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Task-aware clustering for prompting vision-language models
Hao, F., He, F., Wu, F., Wang, T., Song, C. & Cheng, J., 13 Aug 2025, Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers, p. 14745-14755 11 p. (Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
DICE: Data Influence CascadE in decentralized learning
Zhu, T., Li, W., Wang, C. & He, F., 24 Jun 2025, Proceedings of the International Conference on Representation Learning 2025 (ICLR 2025). Yue, Y., Garg, A., Peng, N., Sha, F. & Yu, R. (eds.). ICLR, p. 1-36 36 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Lie Symmetry Net: Preserving Conservation Laws in Modelling Financial Market Dynamics via Differential Equations
Jiang, X., Zhu, T., Xu, Y., Wang, C., Zhang, Y. & He, F., 7 Jun 2025, In: Transactions on Machine Learning Research. p. 1-29 29 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Projects
- 1 Finished
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The abrdn investment co-pilot: Statistical intelligence at work
de Carvalho, M. (Principal Investigator), Costa Sperb, F. (Co-investigator), He, F. (Co-investigator) & Sabanis, S. (Co-investigator)
1/03/24 → 28/02/26
Project: Research