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Collaborations and top research areas from the last five years
Projects
- 4 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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DiffKGW: Stealthy and Robust Diffusion Model Watermaing
Wei, T., Qiu, R., Chen, Y., Qi, Y., Lin, J., Bao, W., Xu, W., Nag, S., Li, R., Lu, H., Wang, Z., Luo, C., Liu, H., Wang, S., He, J., He, Q. & Tang, X., Feb 2026, In: Transactions on Machine Learning Research. 2026-February, 31 p.Research output: Contribution to journal › Journal article › peer-review
Open Access -
Sequential Multiple Testing with Three Hypotheses and Known Number of Streams Following Each Hypothesis
Xing, Y., Chen, Y. & Qu, T., 3 May 2026, ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 86-90 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
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When Human Preferences Flip: An Instance-Dependent Robust Loss for RLHF
Xu, Y., Ye, X., Chen, Y. & Zhang, Q., 14 Mar 2026, Proceedings of the 40th AAAI Conference on Artificial Intelligence, AAAI 2026. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). Washington, DC, USA: AAAI press, p. 38057-38065 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 44).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access -
A Recipe for Causal Graph Regression: Confounding Effects Revisited
Yin, Y., Qu, T., Wang, Z. & Chen, Y., Jul 2025, Proceedings of the 42nd International Conference on Machine Learning, ICML 2025. ML Research Press, p. 72414-72427 14 p. (Proceedings of Machine Learning Research; vol. 267).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access -
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)