Siyu Chen

According to our database, Siyu Chen authored at least 12 papers between 2022 and 2026.

Collaborative distances:

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

2026

Time2General: Learning Spatiotemporal Invariant Representations for Domain-Generalization Video Semantic Segmentation.

Siyu Chen, Ting Han, Haoling Huang, Chaolei Wang, Chengzheng Fu, Duxin Zhu, Guorong Cai, Jinhe Su

CoRR, February, 2026

LiDAR-DHMT: LiDAR-Adaptive Dual Hierarchical Mask Transformer for Robust Freespace Detection and Semantic Segmentation.

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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Dual-view Driver Gaze Estimation via Mutual Enhancement.

Chengzheng Fu, Rong Quan, Siyu Chen, Yiming Ni, Jie Qin

Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026

SGS-3D: High-Fidelity 3D Instance Segmentation via Reliable Semantic Mask Splitting and Growing.

Chaolei Wang, Yang Luo, Jing Du, Siyu Chen, Yiping Chen, Ting Han

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the 8th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 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

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