Yao Wu (吴垚)

🌈 I am a Ph.D. student at the School of Informatics, at Xiamen University, China, supervised by Professor Yanyun Qu (曲延云教授). I received the M.S. degree in Department of Mechanical Engineering from Taiwan University, China, in 2019, supervised by Professor Han-Pang Huang (黄漢邦教授).

🏳️‍🌈 My research interests include, but are not limited to: Computer Vision (3D computer vision, image semantic segmentation, point cloud semantic segmentation), Machine Learning (weakly-supervised learning, semi-supervised learning, unsupervised learning, transfer learning). Recently, I have focused on 3D domain adaptation and 3D domain generalization. If you are interested in my research or have any use cases that you want to share, feel free to contact me!

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📚Selected Publications (1️⃣ Equal contribution, 📧 Corresponding author)

	UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior Yao Wu, Mingwei Xing, Yachao Zhang, Xiaotong Luo, Yuan Xie, Yanyun Qu. Annual Conference on Neural Information Processing Systems (NeurIPS 2024) [Paper][Code]
	RE-GZSL: Relation Extrapolation for Generalized Zero-Shot Learning Yao Wu, Xia Kong, Yuan Xie, Yanyun Qu. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT 2024) [Paper][Code]
	CLIP2UDA: Making Frozen CLIP Reward Unsupervised Domain Adaptation in 3D Semantic Segmentation Yao Wu, Mingwei Xing, Yachao Zhang, Yuan Xie, Yanyun Qu. ACM International Conference on Multimedia (ACMMM 2024) [Paper][Code]
	CLIP-FSAC: Boosting CLIP for Few-Shot Anomaly Classification with Synthetic Anomalies Zuo Zuo, Yao Wu, Baoqiang Li, Jiahao Dong, You Zhou, Lei Zhou, Yanyun Qu, Zongze Wu. International Joint Conference on Artificial Intelligence (IJCAI 2024) [Paper][Code]
	Perturbed Progressive Learning for Semisupervised Defect Segmentation Yao Wu, Mingwei Xing, Yachao Zhang, Yuan Xie, Zongze Wu, Yanyun Qu. IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2023) [Paper][Code]
	Cross-modal Unsupervised Domain Adaptation for 3D Semantic Segmentation via Bidirectional Fusion-then-Distillation Yao Wu, Mingwei Xing, Yachao Zhang, Jianping Fan, Zhongchao Shi, Yuan Xie, Yanyun Qu. ACM International Conference on Multimedia (ACMMM 2023) [Paper][Code]

[Please visit my google scholar profile for the full publication list and my github homepage for recent works.]

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