| 2025 | AAAI | A Training-free Synthetic Data Selection Method for Semantic Segmentation. | Hao Tang, Siyue Yu, Jian Pang, Bingfeng Zhang |
| 2025 | CVPR | POT: Prototypical Optimal Transport for Weakly Supervised Semantic Segmentation. | Jian Wang, Tianhong Dai, Bingfeng Zhang, Siyue Yu, Eng Gee Lim, Jimin Xiao |
| 2025 | ICCV | Feature Purification Matters: Suppressing Outlier Propagation for Training-Free Open-Vocabulary Semantic Segmentation. | Shuo Jin, Siyue Yu, Bingfeng Zhang, Mingjie Sun, Yi Dong, Jimin Xiao |
| 2025 | ICCV | Class Token as Proxy: Optimal Transport-Assisted Proxy Learning for Weakly Supervised Semantic Segmentation. | Jian Wang, Tianhong Dai, Bingfeng Zhang, Siyue Yu, Eng Gee Lim, Jimin Xiao |
| 2025 | IJCAI | DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation. | Siyue Yao, Haotian Xu, Mingjie Sun, Siyue Yu, Jimin Xiao, Eng Gee Lim |
| 2024 | CVPR | Continual Segmentation with Disentangled Objectness Learning and Class Recognition. | Yizheng Gong, Siyue Yu, Xiaoyang Wang, Jimin Xiao |
| 2024 | CVPR | Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation. | Bingfeng Zhang, Siyue Yu, Yunchao Wei, Yao Zhao, Jimin Xiao |
| 2024 | ECAI | Adversarial Erasing Transformer for Weakly Supervised Semantic Segmentation. | Bingfeng Zhang, Siyue Yu, Xuru Gao, Mingjie Sun, Eng Gee Lim, Jimin Xiao |
| 2023 | ICIP | Self-Compensating Learning for Few-Shot Segmentation. | Jin Wang, Bingfeng Zhang, Weifeng Liu, Baodi Liu, Siyue Yu |
| 2022 | CVPR | Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection. | Siyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee Lim |
| 2021 | AAAI | Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence. | Siyue Yu, Bingfeng Zhang, Jimin Xiao, Eng Gee Lim |