Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0003-4668-2759
Google Scholar Profile: LhJcTXYAAAAJ
Qualifications/Experiences
- Ph.D., City University of Hong Kong, 2024
- M.Sc., City University of Hong Kong, 2020
- B.Eng., China University of Petroleum (East China), 2019
Research Interests/Areas
- Visual Perception with Event Cameras => Representation, Learning, and Downstream Tasks
- Multi-Modal Learning => Multi-Modal Fusion and Cross-Modal Transfer Learning
- Model Compression => Knowledge Distillation and Network Pruning
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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Collaborations from the last five years
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Research output
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Know Where You Are From: Event-Based Segmentation via Spatio-Temporal Propagation
Li, K., Lyu, G., Chen, H., Xie, B., Yang, Z., Li, Y. & Deng, Y., 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). Washington, DC: AAAI Press, p. 4806-4814 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 5).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds
Wang, Z., Huang, Y., Lyu, G., Zhao, Y., Zhou, Z., Xie, B., Yang, Z. & Deng, Y., 2025, Proceedings of the 39th AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI Press, Vol. 39. p. 8268-8276 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access1 Citation (Scopus) -
Neuromorphic event-based recognition boosted by motion-aware learning
Liu, Y., Deng, Y., Xie, B., Liu, H., Yang, Z. & Li, Y., 14 May 2025, In: Neurocomputing. 630, 129678.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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EISNet: A Multi-Modal Fusion Network for Semantic Segmentation with Events and Images
Xie, B., Deng, Y., Shao, Z. & Li, Y., 2024, In: IEEE Transactions on Multimedia. 26, p. 8639-8650Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
9 Citations (Scopus) -
Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams
Xie, B., Deng, Y., Shao, Z., Xu, Q. & Li, Y., Dec 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 12, p. 13427-13440Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
10 Citations (Scopus)
Thesis
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Spatiotemporal Representation Learning for Event-Based Visual Recognition
XIE, B. (Author), LI, Y. F. (Supervisor) & MA, W. (Co-supervisor), 2 Sept 2024Student thesis: Doctoral Thesis