Journal Paper
2025
Evolving Task-Agnostic Features from Task-Specific Priors for Multi-Task Dense Prediction
Qi Li, Jiexin Luo, Wengqi Deng, Wenjie Yang, Fei Chen, Yuanlong Yu, Jia Pan, Shengfeng He, Wenxi Liu
IEEE Transactions on Multimedia (TMM)
Playing to the Strengths of High-and Low-Resolution Cues for Ultra-high Resolution Image Segmentation
Qi Li, Jiexin Luo, Chunxiao Chen, Jiaxin Cai, Wenjie Yang, Yuanlong Yu, Shengfeng He, Wenxi Liu
IEEE Robotics and Automation Letters (RA-L)
Regional crowd flow estimation from aerial view
Huibin Wei, Qi Li*, Xindai Lin, Yuhao Lin, Shu Wang, Shengfeng He, Antoni B. Chan, Wenxi Liu
Neural Networks
Category-Contrastive Fine-grained Crowd Counting and Beyond
Meijing Zhang, Mengxue Chen, Qi Li, Yanchen Chen, Rui Lin, Xiaolian Li, Shengfeng He, Wenxi Liu
IEEE Transactions on Multimedia (TMM)
2024
Memory-constrained semantic segmentation for ultra-high resolution UAV imagery
Qi Li, Jiaxin Cai, Jiexin Luo, Yuanlong Yu, Jason Gu, Jia Pan, Wenxi Liu
IEEE Robotics and Automation Letters (RA-L)
Monocular bev perception of road scenes via front-to-top view projection
Wenxi Liu, Qi Li, Weixiang Yang, Jiaxin Cai, Yuanlong Yu, Yuexin Ma, Shengfeng He, Jia Pan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement
Wenxi Liu, Qi Li, Xindai Lin, Weixiang Yang, Shengfeng He, Yuanlong Yu
International Journal of Computer Vision (IJCV)
Attentive and contrastive image manipulation localization with boundary guidance
Wenxi Liu, Hao Zhang, Xinyang Lin, Qing Zhang, Qi Li, Xiaoxiang Liu, Ying Cao
IEEE Transactions on Information Forensics and Security (T-IFS)
Prototype learning based generic multiple object tracking via point-to-box supervision
Wenxi Liu, Yuhao Lin, Qi Li, Yinhua She, Yuanlong Yu, Jia Pan, Jason Gu
Pattern Recognition (PR)
Learning Nighttime Semantic Segmentation the Hard Way
Wenxi Liu, Jiaxin Cai, Qi Li, Chenyang Liao, Jingjing Cao, Shengfeng He, Yuanlong Yu
ACM Transactions on Multimedia Computing, Communications and Applications (Tomm)
Contrastive and uncertainty-aware nuclei segmentation and classification
Wenxi Liu, Qing Zhang, Qi Li, Shu Wang
Computers in Biology and Medicine (CIBM)
2023
A deep learning-based stripe self-correction method for stitched microscopic images
Shu Wang, Xiaoxiang Liu, Yueying Li, Xinquan Sun, Qi Li, Yinhua She, Yixuan Xu, Xingxin Huang, Ruolan Lin, Deyong Kang, Xingfu Wang, Haohua Tu, Wenxi Liu, Feng Huang, Jianxin Chen
Nature Communications
Conference paper
2026
Seeing in Double: Dual-Granularity BEV Segmentation via Mamba-Driven Alignment and Polar-Decoupled Experts
Jiaxin Cai, Rui Lin, Jingze Su, Qi Li, Wenjie Yang, Yuanlong Yu, Wenxi Liu
AAAI
2025
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation
Jiaxin Cai, Jingze Su, Qi Li, Wenjie Yang, Shu Wang, Tiesong Zhao, Shengfeng He, Wenxi Liu
CVPR (Oral)
2024
Efficient Semantic Segmentation for Compressed Video
Jiaxin Cai, Qi Li, Yulin Shen, Jia Pan, Wenxi Liu
ICRA
2021
Projecting your view attentively: Monocular road scene layout estimation via cross-view transformation
Weixiang Yang, Qi Li, Wenxi Liu, Yuanlong Yu, Yuexin Ma, Shengfeng He, Jia Pan
CVPR
From contexts to locality: Ultra-high resolution image segmentation via locality-aware contextual correlation
Qi Li, Weixiang Yang, Wenxi Liu, Yuanlong Yu, Shengfeng He
ICCV