LI WEIRAN
Ph.D. Candidate
China Agricultural University & National University of Singapore
Research Interests
News
One of our works has been published online on KBS. Congratulations to Qiannan!
One of our works has been accepted for the AAAI 2026 (Oral)!
One of our works has been published online on TII!
Selected Publications
MAR-GCN: A meta-action refinement graph convolutional network for skeleton-based human action recognition
Qiannan Guo, Weiran Li, Mina Han, Zhenbo Li*
Knowledge-Based Systems (KBS), 2026 CCF-C, CAAI-B
When Trackers Date Fish: A Benchmark and Framework for Underwater Multiple Fish Tracking
Weiran Li, Yeqiang Liu, Qiannan Guo, Yijie Wei, Hwa Liang Leo, Zhenbo Li*
The 40th Annual AAAI Conference on Artificial Intelligence (AAAI), 2026 OralCCF-A, CAAI-A
DA-MFT: Unsupervised Multiple Fish Tracking Framework Based on Domain Adaptation
Yeqiang Liu, Weiran Li, Wenxu Wang, Mina Han, Xue Liu, Zhenbo Li*
IEEE Transactions on Industrial Informatics (TII), 2025 CCF-C, CAAI-B
PDTrack: Progressive Distance Association for Multiple Object Tracking
Yeqiang Liu, Weiran Li, Yanhao Ding, Zhenbo Li*
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025 CCF-B, CAAI-B
Colliding Depths and Fusion: Leveraging Adaptive Feature Maps and Restorable Depth Recharge for Infrared and Visible Scene Fusion
Mina Han, Kailong Yu, Weiran Li, Qiannan Guo, Zhenbo Li*
IEEE Transactions on Multimedia (TMM), 2025 CCF-B, CAAI-A
Graph Embedding-Based Heterogeneous Domain Adaptation with Domain-Invariant Feature Learning and Distributional Order Preserving
Wenxu Wang, Zhenbo Li*, Weiran Li
Neural Networks (NEUNET), 2024 CCF-B, CAAI-B
TFMFT: Transformer-Based Multiple Fish Tracking
Weiran Li, Yeqiang Liu, Wenxu Wang, Zhenbo Li*, Jun Yue
Computers and Electronics in Agriculture (COMPAG), 2024
A Lightweight Network for Portable Fry Counting Devices
Weiran Li, Qian Zhu, Hanyu Zhang, Ziyu Xu, Zhenbo Li*
Applied Soft Computing (ASOC), 2024
Deep Learning in Multiple Animal Tracking: A Survey
Yeqiang Liu, Weiran Li, Xue Liu, Zhenbo Li*, Jun Yue
Computers and Electronics in Agriculture (COMPAG), 2024 Survey Paper
Review of Vision Counting Methods and Applications for Farmed Animals
Jing Wang, Weiran Li, Yeqiang Liu, Zhenbo Li*
Transactions of the Chinese Society of Agricultural Machinery, 2023 Survey Paper
Dynamic Fry Counting Based on Multi-Object Tracking and One-Stage Detection
Hanyu Zhang, Weiran Li, Yanyu Qi, Haonan Liu, Zhenbo Li*
Computers and Electronics in Agriculture (COMPAG), 2023
LFCNet: A Lightweight Fish Counting Model Based on Density Map Regression
Yuanyang Zhao, Weiran Li, Yiming Li, Yanyu Qi, Zhenbo Li*, Jun Yue
Computers and Electronics in Agriculture (COMPAG), 2022
CMFTNet: Multiple Fish Tracking Based on Counterpoised Jointnet
Weiran Li, Fei Li, Zhenbo Li*
Computers and Electronics in Agriculture (COMPAG), 2022
A Survey of Fish Tracking Techniques Based on Computer Vision
Weiran Li, Zhenbo Li*, Fei Li, Meng Yuan, Chaojun Cen, Yanyu Qi, Qiannan Guo, You Li
arXiv preprint, 2021 Survey Paper
Education
China Agricultural University & National University of Singapore Present
Ph.D. in Computer Science and Technology
Jointly-cultivated Ph.D. Student supported by CSC
China Agricultural University
M.S. in Computer Science and Technology
Outstanding Master's Thesis / Top 0.7%
Shanghai Ocean University
B.S. in Spatial Information and Digital Technology
Outstanding Undergraduate Thesis