Prof. LI Xinke (李欣科)
Research Output
- 2024
A Railway Accident Prevention System Using an Intelligent Pilot Vehicle
Wang, S., Li, X., Chen, Z. & Liu, Y., Jun 2024, In: IEEE Transactions on Intelligent Transportation Systems. 25, 6, p. 5170-5188Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification
Li, X., Lu, J., Ding, H., Sun, C., Zhou, J. T. & Chee, Y. M., 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). Washington, DC: AAAI Press, p. 21340-21348 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 19).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3- 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives
Li, X., Ding, H., Tong, Z., Wu, Y. & Chee, Y. M., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. Institute of Electrical and Electronics Engineers, Inc., p. 15926-15936 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1- 2021
Directed Graph Contrastive Learning
Tong, Z., Liang, Y., Ding, H., Dai, Y., Li, X. & Wang, C., Dec 2021, Advances in Neural Information Processing Systems 34 (NeurIPS 2021). Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 19580-19593 (Advances in Neural Information Processing Systems; vol. 24).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 38PointBA: Towards Backdoor Attacks in 3D Point Cloud
Li, X., Chen, Z., Zhao, Y., Tong, Z., Zhao, Y., Lim, A. & Zhou, J. T., Oct 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Los Alamitos, Calif.: Institute of Electrical and Electronics Engineers, Inc., p. 16472-16481 (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
Scopus citations: 35Reproducibility Companion Paper: Campus3D: A Photogrammetry Point Cloud Benchmark for Outdoor Scene Hierarchical Understanding
Liao, Y., Li, X., Tong, Z., Zhao, Y., Lim, A., Kuang, Z. & Midoglu, C., 2021, MM ’21: Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3610-3614 (MM - Proceedings of the ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2020
Digraph inception convolutional networks
Tong, Z., Liang, Y., Sun, C., Li, X., Rosenblum, D. S. & Lim, A., Dec 2020, 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Neural Information Processing Systems Foundation, Inc., Vol. 22. p. 17907-17918 (Advances in Neural Information Processing Systems; vol. 33).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 62