Personal profile
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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SDG 3 Good Health and Well-being
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Dive into the research topics where Lei Huang 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Decade of Video Analytics at Edge: Training, Deployment, Orchestration, and Platforms
Bai, T., Zhao, H., Huang, L., Wang, Z., In Kim, D. & Nallanathan, A., 2026, In: IEEE Communications Surveys and Tutorials. 28, p. 2127-2162 36 p.Research output: Contribution to journal › Review article › peer-review
6 Link opens in a new tab Scopus citations -
SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models
Ying, Z., Liu, A., Liang, S., Huang, L., Guo, J., Zhou, W., Liu, X. & Tao, D., Jan 2026, In: International Journal of Computer Vision. 134, 1, 18.Research output: Contribution to journal › Article › peer-review
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Clustering Properties of Self-Supervised Learning
Weng, X., An, J., Ma, X., Qi, B., Luo, J., Yang, X., Dong, J. S. & Huang, L., 2025, In: Proceedings of Machine Learning Research. 267, p. 66597-66616 20 p.Research output: Contribution to journal › Conference article › peer-review
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CoR-GS: Sparse-View 3D Gaussian Splatting via Co-regularization
Zhang, J., Li, J., Yu, X., Huang, L., Gu, L., Zheng, J. & Bai, X., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 335-352 18 p. (Lecture Notes in Computer Science; vol. 15059 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
25 Link opens in a new tab Scopus citations -
Dual-mask: Progressively sparse multi-task architecture learning
Zhao, J., Zhu, T., Sun, L., Du, B., Wang, H. & Huang, L., Feb 2025, In: Pattern Recognition. 158, 110950.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations