
近年来主要研究领域包括:三维计算机视觉、时间序列预测、多模态大模型、具身智能,共发表学术论文30余篇。部分成果如下:
会议论文:
注:*表示通讯作者,#表示共同第一作者
1.Jiahao Nie, Zhiwei He, Xudong Lv, Xueyi Zhou, Dong-Kyu Chae and Fei Xie. Towards Category Unification of 3D Single Object Tracking on Point Clouds[C]// Proceedings of the International Conference on Learning Representation (ICLR)2024. (人工智能A类会议,Rank: 10.6%)
2.Jiahao Nie, Zhiwei He, Yuxiang Yang, Zhengyi Bao, Mingyu Gao and Jing Zhang. OSP2B: One-Stage Point-to-Box Network for 3D Siamese Tracking[C]// Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI)2023. (CCF-A类会议,Oral Paper)
3.Jiahao Nie, Zhiwei He, Yuxiang Yang, Mingyu Gao and Jing Zhang. GLT-T: Global-Local Transformer Voting for 3D Single Object Tracking in Point Clouds[C]// Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2023. (CCF-A类会议,Oral Paper)
4.Fei Xie,Jiahao Nie*, Yujin Tang, Wenkang Zhang and Hongshen Zhao. Mamba-Adaptor: State Space Model Adaptor for Visual Recognition[C]// Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR) 2025.(CCF-A类会议)
5.Yuxuan Lu#,Jiahao Nie#, Zhiwei He, Hongjie Gu and Xudong Lv. VoxelTrack: Exploring Multi-level Voxel Representation for 3D Point Cloud Object Tracking[C]// Proceedings of the ACM International Conference on Multimedia (ACMMM) 2024. (CCF-A类会议)
期刊论文:
注:*表示通讯作者,#表示共同第一作者,IF、CCF等级、中科院分区为投稿年份
1.Jiahao Nie, Fei Xie, Sifan Zhou, Xueyi Zhou, Dong-Kyu Chae, Zhiwei He.International Journal of Computer Vision[J].International Journal of Computer Vision, 2024. (IF: 19.5,CCF-A类期刊)
2.Jiahao Nie, Anqi Xu, Zhengyi Bao, Zhiwei He*, Xudong Lv and Mingyu Gao. Context Matching-Guided Motion Modeling for 3D Point Cloud Object Tracking[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024. (中科院一区Top, IF: 8.3,CCF-B类期刊)
3.Jiahao Nie, Zhiwei He, Yuxiang Yang, Mingyu Gao and Zhekang Dong. Learning Localization-Aware Target Confidence for Siamese Visual Tracking[J]. IEEE Transactions on Multimedia, 2022. (中科院一区Top, IF: 8.2,CCF-B类期刊)
4.Jiahao Nie, Han Wu, Zhiwei He, Mingyu Gao and Zhekang Dong. Spreading Fine-grained Prior Knowledge for Accurate Tracking[J].IEEE Transactions onCircuits and Systems for Video Technology, 2022. (中科院一区Top, IF: 5.9,CCF-B类期刊)
5.Xiaorong Zheng#,Jiahao Nie#, Zhiwei He, Mingyu Gao. Exploring Informative and Highly-Transferable Features for Cross-Machine Fault Diagnosis by ConvFormer-based Biconditional Domain Adaptation Method[J].IEEE Transactions on Industrial Information, 2024. (中科院一区Top, IF: 11.7)
专利、软著:
1.何志伟,杜晨杰,董哲康,高明裕,伍瀚,聂佳浩.一种基于旋转自适应卷积网络的视觉跟踪方法- 202011363738.6
2.聂佳浩,高明裕.复杂场景下激光雷达稀疏点云的目标跟踪软件V1.0 - 2024SR0350680