| Manufacturing process monitoring using time-frequency representation and transfer learning of deep neural networks Y Liao, I Ragai, Z Huang, S Kerner Journal of Manufacturing Processes 68, 231-248, 2021 | 58 | 2021 |
| Ultradeep sequencing differentiates patterns of skin clonal mutations associated with sun-exposure status and skin cancer burden L Wei, SR Christensen, ME Fitzgerald, J Graham, ND Hutson, C Zhang, ... Science advances 7 (1), eabd7703, 2021 | 37 | 2021 |
| Improved algorithms for clustering with outliers Q Feng, Z Zhang, Z Huang, J Xu, J Wang Proc. 30th International symposium on algorithms and computation (ISAAC 2019), 2019 | 15 | 2019 |
| Big data transfer optimization based on offline knowledge discovery and adaptive sampling MDSQZ Nine, K Guner, Z Huang, X Wang, J Xu, T Kosar 2017 IEEE International Conference on Big Data (Big Data), 465-472, 2017 | 15 | 2017 |
| Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization C Ma, Z Huang, J Xian, M Gao, J Xu Uncertainty in Artificial Intelligence, 75-85, 2021 | 12 | 2021 |
| On clustering induced Voronoi diagrams DZ Chen, Z Huang, Y Liu, J Xu 2013 IEEE 54th Annual Symposium on Foundations of Computer Science, 390-399, 2013 | 12 | 2013 |
| On clustering induced voronoi diagrams DZ Chen, Z Huang, Y Liu, J Xu SIAM Journal on Computing 46 (6), 1679-1711, 2017 | 10 | 2017 |
| Progressive voronoi diagram subdivision enables accurate data-free class-incremental learning C Ma, Z Ji, Z Huang, Y Shen, M Gao, J Xu The Eleventh International Conference on Learning Representations, 2022 | 9 | 2022 |
| PTAS for minimum cost multi-covering with disks Z Huang, Q Feng, J Wang, J Xu Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA …, 2021 | 9 | 2021 |
| A unified framework of FPT approximation algorithms for clustering problems Q Feng, Z Zhang, Z Huang, J Xu, J Wang 31st International Symposium on Algorithms and Computation (ISAAC 2020), 2020 | 9 | 2020 |
| A Faster Algorithm for Truth Discovery via Range Cover Z Huang, H Ding, J Xu Algorithmica 81, 4118-4133, 2019 | 8 | 2019 |
| Influence-based Voronoi diagrams of clusters Z Huang, DZ Chen, J Xu Computational Geometry 96, 101746, 2021 | 6 | 2021 |
| Few-shot learning via dirichlet tessellation ensemble C Ma, Z Huang, M Gao, J Xu International Conference on Learning Representations, 2021 | 6 | 2021 |
| Few-shot learning as cluster-induced Voronoi diagrams: a geometric approach C Ma, Z Huang, M Gao, J Xu arXiv preprint arXiv:2202.02471, 2022 | 4 | 2022 |
| Distributed and robust support vector machine Y Liu, H Ding, Z Huang, J Xu International Journal of Computational Geometry & Applications 30 (03n04 …, 2020 | 4 | 2020 |
| Distributed and robust support vector machine Y Liu, H Ding, Z Huang, J Xu 27th International Symposium on Algorithms and Computation (ISAAC 2016), 2016 | 4 | 2016 |
| Data transfer optimization based on offline knowledge discovery and adaptive real-time sampling MD Nine, K Guner, Z Huang, X Wang, J Xu, T Kosar arXiv preprint arXiv:1707.09455, 2017 | 3 | 2017 |
| Fast algorithms for distributed k-clustering with outliers J Huang, Q Feng, Z Huang, J Xu, J Wang International Conference on Machine Learning, 13845-13868, 2023 | 2 | 2023 |
| FLS: A new local search algorithm for K-means with smaller search space J Huang, Q Feng, Z Huang, J Xu, J Wang 31st International Joint Conference on Artificial Intelligence, IJCAI 2022 …, 2022 | 1 | 2022 |
| An efficient sum query algorithm for distance-based locally dominating functions Z Huang, J Xu Algorithmica 82 (9), 2415-2431, 2020 | 1 | 2020 |
