Renjie Zhou — accepted AI-conference papers

2025

HeightAware-BEV: Height-Aware Feature Mapping for Efficient Bird's-Eye-View Perception

Renjie Zhou, Jiachen Li, Zhen Su, Chao Lu, Zhengjun Wang

IROS 2025

Bird’s-Eye View (BEV) perception has gained significant attention in autonomous driving and robotics due to its advantages in simplifying modality alignment and feature fusion. Addressing the challenge of jointly optimizing performance and efficiency in 2D-3D view transformation, we identify that, c

Cited by 0 Source ↗code ↗Scholar ↗

2022

Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition

Renjie Zhou, Zhongyi Xie, Jian Wan, Jilin Zhang, Yong Liao, Qiang Liu

EMNLP 2022main

It has been shown that named entity recognition (NER) could benefit from incorporating the long-distance structured information captured by dependency trees. However, dependency trees built by tools usually have a certain percentage of errors. Under such circumstances, how to better use relevant str…

Cited by 7 Source ↗PDF ↗Scholar ↗