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17 Mar 2026 SERC Singapore Institute of Manufacturing Technology EPSegFZ: Efficient Point Cloud Semantic Segmentation for Few- and Zero-Shot Scenarios with Language Guidance (Pending publish) Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Cheng Xiang, Tong Heng Lee Proceedings of the AAAI Conference on Artificial Intelligence
24 Mar 2025 SERC Singapore Institute of Manufacturing Technology SDSimPoint: Shallow-Deep Similarity Learning for Few-Shot Point Cloud Semantic Segmentation Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Cheng Xiang, Clarence W. de Silva, Tong Heng Lee IEEE Transactions on Neural Networks and Learning Systems
24 Mar 2025 SERC Singapore Institute of Manufacturing Technology SDSimPoint: Shallow-Deep Similarity Learning for Few-Shot Point Cloud Semantic Segmentation Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Cheng Xiang, Clarence W. de Silva, Tong Heng Lee IEEE Transactions on Neural Networks and Learning Systems