About Me 👣👣
My name is Chen Yidong, from Minqing County, Fuzhou, Fujian Province. I am a Ph.D. student enrolled in the 2024 fall semester at Xiamen University, working in the ASC Lab under the supervision of Professor Wang Cheng. During my graduate studies, my advisors were Professor Wang Zongyue and Professor Cai Guorong. My research focuses on 3D localization and artificial intelligence. I welcome collaborations and discussions with fellow researchers.
News 🔥🔥
- 07/2025, one conference paper is accepted to ACM MM 2025 (CCF-A, Core A*, First Author)
- 01/2025, one journal paper is accepted to IEEE TGRS (CAS Rank Q1, Top, CCF-B, First Author)
- 08/2024, one journal paper is accepted to IEEE TCSVT (CAS Rank Q1, Top, CCF-B, other Author)
- 03/2024, one journal paper is accepted to JAG (CAS Rank Q1, Top, First Author)
- 01/2024, one journal paper is accepted to JAG (CAS Rank Q1, Top, First Author)
- 02/2023, one journal paper is accepted to IEEE TGRS (CAS Rank Q1, Top, CCF-B, Co-First Author)
Chinese Academy of Sciences: CAS
Publication 📚
 | Unleashing the Power of Data Generation in One-Pass Outdoor LiDAR Localization Author：Yidong Chen, Qi Li, Yuyang Yang, Wen Li, Sheng Ao, Cheng Wang  Conference：ACM MM 2025  |
 | LVP: Leverage Virtual Points in Multimodal Early Fusion for 3-D Object Detection Author：Yidong Chen , Guorong Cai, Ziying Song, Jonathan Li, Zhaoliang Liu, Binghui Zeng, Zongyue Wang Journal：IEEE TGRS |
 | GeoRGS: Geometric Regularization for Real-Time Novel View Synthesis From Sparse Inputs Author：Zhaoliang Liu; Jinhe Su; Guorong Cai; Yidong Chen ; Binghui Zeng; Zongyue Wang Journal：IEEE TCSVT |
 | Not all points are balanced: Class balanced single-stage outdoor multi-class 3D object detector from point clouds Author：Yidong Chen , Guorong Cai, Qiming Xia, Zhaoliang Liu, Binghui Zeng, Zongliang Zhang, Jinhe Su, Zongyue Wang Journal：International Journal of Applied Earth Observation and Geoinformation |
 | EPDet: Enhancing point clouds features with effective representation for 3D object detection Author：Yidong Chen , Guorong Cai, Qiming Xia, Zhaoliang Liu, Binghui Zeng, Zongliang Zhang, Jonathan Li, Zongyue Wang Journal：International Journal of Applied Earth Observation and Geoinformation |
 | 3-D HANet: A Flexible 3-D Heatmap Auxiliary Network for Object Detection Author：Qiming Xia*; Yidong Chen*; Guorong Cai ; Guikun Chen; Daoshun Xie; Jinhe Su, Zongyue Wang Journal：IEEE TGRS |
Peer Review 🔍
- IEEE Transactions on Intelligent Transportation Systems
- IEEE Transactions on Circuits and Systems for Video Technology
Teaching Assistant 🎓
2025 Fall Semester: Machine Learning at Xiamen University