Siyu Chen

According to our database, Siyu Chen authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Semantic4Safety: Causal Insights from Zero-shot Street View Imagery Segmentation for Urban Road Safety.

Huan Chen, Ting Han, Siyu Chen, Zhihao Guo, Yiping Chen, Meiliu Wu

CoRR, October, 2025

Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation.

Siyu Chen, Ting Han, Chengzheng Fu, Changshe Zhang, Chaolei Wang, Jinhe Su, Guorong Cai, Meiliu Wu

CoRR, June, 2025

HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation.

Siyu Chen, Ting Han, Changshe Zhang, Jinhe Su, Ruisheng Wang, Yiping Chen, Zongyue Wang, Guorong Cai

IEEE Trans. Intell. Transp. Syst., April, 2025

Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation.

Siyu Chen, Ting Han, Changshe Zhang, Xin Luo, Meiliu Wu, Guorong Cai, Jinhe Su

CoRR, April, 2025

2024

Epurate-Net: Efficient Progressive Uncertainty Refinement Analysis for Traffic Environment Urban Road Detection.

Ting Han, Siyu Chen, Chuanmu Li, Zongyue Wang, Jinhe Su, Min Huang, Guorong Cai

IEEE Trans. Intell. Transp. Syst., July, 2024

Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes.

Siyu Chen, Ting Han, Changshe Zhang, Weiquan Liu, Jinhe Su, Zongyue Wang, Guorong Cai

CoRR, 2024

2022

VDDT: Improving Vessel Detection with Deformable Transfomer.

Siyu Chen, Yiling Liu, Jinhe Su, Ruixin Zheng, Zhihui Chen, Lefan Wang

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022

CAT: Using Cross Attention Transformation to Build Correlation of RGB-D for Road Detection.

Ting Han, Guorong Cai, Xinying Wang, Siyu Chen, Hefeng Chen, Yanhao Lin, Huan Xu, Chuanmu Li

Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022