Xixu HU

h-index

Research activity per year

3 RGC 21 - Publication in refereed journal
2 RGC 32 - Refereed conference paper (with host publication)

5 results

2024
Deep into The Domain Shift: Transfer Learning through Dependence Regularization
Ma, S., Yuan, Z., Wu, Q., Huang, Y., Hu, X., Leung, C. H., Wang, D. & Huang, Z., Oct 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 14409-14423
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Citations (Scopus)
SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization
Hu, X., Zheng, R., Wang, J., Leung, C. H., Wu, Q. & Xie, X., 31 Oct 2024, Computer Vision: ECCV 2024. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, Cham, p. 345–362 18 p. (Lecture Notes in Computer Science; vol. 15112).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
2023
Improving Generalization of Adversarial Training via Robust Critical Fine-Tuning
Zhu, K., Hu, X., Wang, J., Xie, X. & Yang, G., Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, p. 4401-4411 (Proceedings of the IEEE International Conference on Computer Vision).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
18 Citations (Scopus)
Network vector autoregressive moving average model
Chen, X., Chen, Y. & Hu, X., 2023, In: Statistics and its Interface. 16, 4, p. 593-615
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2022
A Unified Domain Adaptation Framework with Distinctive Divergence Analysis
Yuan, Z., Hu, X., Wu, Q., Ma, S., Leung, C. H., Shen, X. & Huang, Y., Dec 2022, In: Transactions on Machine Learning Research. p. 1-21
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

Open Access
2 Citations (Scopus)

Dr. Xixu HU, 胡曦煦

Research output

Search results

Deep into The Domain Shift: Transfer Learning through Dependence Regularization

SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization

Improving Generalization of Adversarial Training via Robust Critical Fine-Tuning

Network vector autoregressive moving average model

A Unified Domain Adaptation Framework with Distinctive Divergence Analysis