Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-0191-7086
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Dive into the research topics where Lei ZHU is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
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Analytic-Splatting: Anti-Aliased 3D Gaussian Splatting via Analytic Integration
Liang, Z., Zhang, Q., Hu, W., Zhu, L., Feng, Y. & Jia, K., 2024, Computer Vision – ECCV 2024: 18th European Conference, Proceedings, Part XVII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1 ed. Springer, Cham, p. 281-297 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15075 LNCS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
5 Citations (Scopus) -
Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields
Wang, H., Hu, W., Zhu, L. & Lau, R. W. H., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024). IEEE, p. 19999-20008Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access2 Citations (Scopus) -
RelayAttention for Efficient Large Language Model Serving with Long System Prompts
Zhu, L., Wang, X., Zhang, W. & Lau, R., Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics, Vol. 1 (Long Papers). p. 4945-4957 (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile15 Downloads (CityUHK Scholars) -
Revisiting the Integration of Convolution and Attention for Vision Backbone
Zhu, L., Wang, X., Zhang, W. & Lau, R., 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 (NeurIPS), p. 42941-42964 (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access1 Citation (Scopus) -
scCaT: An explainable capsulating architecture for sepsis diagnosis transferring from single-cell RNA sequencing
Zheng, X., Meng, D., Chen, D., Wong, W.-K., To, K.-H., Zhu, L., Wu, J., Liang, Y., Leung, K.-S., Wong, M.-H. & Cheng, L., Oct 2024, In: PLoS Computational Biology. 20, 10, e1012083.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile3 Citations (Scopus)10 Downloads (CityUHK Scholars)
Thesis
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Designing Effective Attention Mechanisms for Transformers
ZHU, L. (Author), LAU, R. W. H. (Supervisor), 15 Jul 2024Student thesis: Doctoral Thesis