I am currently a full-time postdoctoral fellow at Xidian University. I received my Ph.D. from the School of Artificial Intelligence at Xidian University, with Professor Licheng Jiao as my advisor.
My research interest includes Computer Vision, 3D Point Cloud, Generalized Representation, Semantic Segmentation.
PS: If you want to have a chat, always feel free to contact me through e-mail, or Wechat: H523586895
🔥 News
- 2025.06: 🎉🎉 One papers are accepted by ICCV2025.
📝 Publications
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds
Pei He, Lingling Li, Licheng Jiao, Ronghua Shang, Fang Liu, Shuang Wang, Xu Liu, Wenping Ma
IEEE/CVF International Conference on Computer Vision (ICCV 2025)
Domain Generalization-Aware Uncertainty Introspective Learning for 3D Point Clouds Segmentation
Pei He, Licheng Jiao*, Lingling Li, Xu Liu, Fang Liu, Wenping Ma, Shuyuan Yang, Ronghua Shang
ACM International Conference on Multimedia (ACMMM 2024)
A Patch Diversity Transformer for Domain Generalized Semantic Segmentation
Pei He, Licheng Jiao*, Ronghua Shang, Xu Liu, Fang Liu, Shuyuan Yang, Xiangrong Zhang, Shuang Wang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS, 2023)
Cross-Domain Scene Unsupervised Learning Segmentation With Dynamic Subdomains
Pei He, Licheng Jiao*, Fang Liu, Xu Liu, Ronghua Shang, Shuang Wang
IEEE Transactions on Multimedia (TMM, 2024)
MANet: Multi-scale aware-relation network for semantic segmentation in aerial scenes
Pei He, Licheng Jiao*, Ronghua Shang, Shuang Wang, Xu Liu, Dou Quan, Kun Yang, Dong Zhao
IEEE Transactions on Geoscience and Remote Sensing (TGRS, 2022)
Brain-Inspired Learning, Perception, and Cognition: A Comprehensive Review
Licheng Jiao*, Mengru Ma, Pei He, Xueli Geng, Xu Liu, Fang Liu, Wenping Ma, Shuyuan Yang, Biao Hou, Xu Tang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS, 2024)
🎖 Honors and Awards
- 2025.01 The Shenglu Scholarship.
- 2025.06 Outstanding graduate students from Xidian University.
- 2019.09 Runner-up Award, Alibaba Company County Brain AI Challenge
📖 Educations
- 2020.09 - 2025.06, PhD, Xidian University, School of Artificial Intelligence.
- 2018.09 - 2020.06, Master, Xidian University, School of Artificial Intelligence.
- 2014.09 - 2018.06, Bachelor, Xidian University, School of Communication Engineering.
💻 Academic Service
- Reviewer for Conference (NeurlPS、ICML、ICLR、ACM MM、AAAI)
- Reviewer for Journal (TEEE TPAMI、TIP、TNNLS、TCSVT、TMM)
💬 Invited Talks
- 2025.09, ICCV 2025 Preliminary Lecture Invited by AITIME, China.