End-to-End 3D Human Pose Estimation Network With Multi-Layer Feature Fusion. - Guoci Cai; Changshe Zhang; Jingxiu Xie; Jie Pan; Chaopeng Li; Yiliang Wu (IEEE Access, 2024)

Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes. - Siyu Chen 004; Ting Han 001; Changshe Zhang; Weiquan Liu; Jinhe Su; Zongyue Wang; Guorong Cai (CoRR, 2024)

Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation. - Siyu Chen 004; Ting Han 001; Changshe Zhang; Xin Luo; Meiliu Wu; Guorong Cai; Jinhe Su (CoRR, 2025)

HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation. - Siyu Chen 004; Ting Han 001; Changshe Zhang; Jinhe Su; Ruisheng Wang 001; Yiping Chen; Zongyue Wang; Guorong Cai (IEEE Trans. Intell. Transp. Syst., 2025)

Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation. - Siyu Chen 004; Ting Han 001; Chengzheng Fu; Changshe Zhang; Chaolei Wang; Jinhe Su; Guorong Cai; Meiliu Wu (CoRR, 2025)