Super Diffusion for Salient Object Detection. - Peng Jiang 002; Zhiyi Pan 001; Nuno Vasconcelos; Baoquan Chen; Jingliang Peng (CoRR, 2018)

Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds. - Guangnan Wu; Zhiyi Pan 001; Peng Jiang 002; Changhe Tu (ACCV (1), 2020)

Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspace. - Zhiyi Pan 001; Peng Jiang 002; Changhe Tu (CoRR, 2020)

Super Diffusion for Salient Object Detection. - Peng Jiang 002; Zhiyi Pan 001; Changhe Tu; Nuno Vasconcelos; Baoquan Chen; Jingliang Peng (IEEE Trans. Image Process., 2020)

Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace. - Zhiyi Pan 001; Peng Jiang 002; Yunhai Wang; Changhe Tu; Anthony G. Cohn 001 (ICCV, 2021)

Improving Graph Representation for Point Cloud Segmentation via Attentive Filtering. - Nan Zhang 015; Zhiyi Pan 001; Thomas H. Li; Wei Gao 003; Ge Li 002 (CVPR, 2023)

Adaptive Annotation Distribution for Weakly Supervised Point Cloud Semantic Segmentation. - Zhiyi Pan 001; Nan Zhang 015; Wei Gao 003; Shan Liu 001; Ge Li 002 (CoRR, 2023)

Less Is More: Label Recommendation for Weakly Supervised Point Cloud Semantic Segmentation. - Zhiyi Pan 001; Nan Zhang 015; Wei Gao 003; Shan Liu 001; Ge Li 002 (AAAI, 2024)

EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding. - Zhiyi Pan 001; Guoqing Liu; Wei Gao 003; Thomas H. Li (ICME, 2024)

Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation. - Zhiyi Pan 001; Wei Gao 003; Shan Liu 001; Ge Li 002 (NeurIPS, 2024)

Category-agnostic semantic edge detection by measuring neural representation randomness. - Zhiyi Pan 001; Peng Jiang 002; Qiong Zeng; Ge Li 002; Changhe Tu (Pattern Recognit., 2024)

CC4S: Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation. - Zhiyi Pan 001; Haochen Sun; Peng Jiang 002; Ge Li 002; Changhe Tu; Haibin Ling (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations. - Zhiyi Pan 001; Nan Zhang 015; Wei Gao 003; Shan Liu 001; Ge Li 002 (AAAI, 2025)