Yachao Zhang(张亚超)

🌈 I am a postdoctoral researcher at the Intelligent Computing Lab, SIGS of Tsinghua University, working with Prof. Xiu Li (李秀教授). Previously, I did my Ph.D. from September 2018 to June 2022 at the School of Informatics, at Xiamen University, China, supervised by Professor Cuihua Li (李翠华教授) and co-supervised by Professor Yanyun Qu (曲延云教授). I received the M.S. degree in Control Theory and Control Engineering from Lanzhou University of Technology, China, in 2018, supervised by Professor Ce Li (李策教授).

🏳️‍🌈 My research interests include, but are not limited to: Computer Vision (3D computer vision, point cloud semantic segmentation), Machine Learning (weakly-supervised learning, unsupervised learning, transfer learning). Recently, I also focus on digital human avatar, including 3D human pose reconstruction, multimodality-driven 3D human motion generation. 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]
	MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models Zunnan Xu, Yukang Lin，Haonan Han, Sicheng Yang, Ronghui Li, Yachao Zhang📧，Xiu Li📧. Annual Conference on Neural Information Processing Systems (NeurIPS 2024) [Paper]
	Consistent123: One image to highly consistent 3d asset using case-aware diffusion priors Yukang Lin，Haonan Han, Chaoqun Gong, Zunnan Xu, Yachao Zhang📧，Xiu Li📧. ACM International Conference on Multimedia (ACMMM 2024) [Paper][Project]
	Chain of Generation: Multi-Modal Gesture Synthesis via Cascaded Conditional Control Zunnan Xu，Yachao Zhang📧，Sicheng Yang，Ronghui Li，Xiu Li📧. Association for the Advance of Artificial Intelligence (AAAI 2024) [Paper][Code coming soon!]
	Cross-Modal Match for Language Conditioned 3D Object Grounding Yachao Zhang, Runze Hu, Ronghui Li, Yanyun Qu, Yuan Xie, Xiu Li📧. Association for the Advance of Artificial Intelligence (AAAI 2024) [Paper][Code coming soon!]
	Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification Jiangming Shi1️⃣, Yachao Zhang1️⃣, Xiangbo Yin, Yuan Xie, Zhizhong Zhang, Jianping Fan, zhongchao shi, Yanyun Qu. IEEE/CVF International Conference on Computer Vision (ICCV 2023) [Paper][Code]
	Efficient Converted Spiking Neural Network for 3D and 2D Classification Yuxiang Lan, Yachao Zhang 📧, Xu Ma, Yanyun Qu, Yun Fu. IEEE/CVF International Conference on Computer Vision (ICCV 2023) [Paper]
	BEV-DG: Cross-Modal Learning under Bird’s-Eye View for Domain Generalization of 3D Semantic Segmentation Miaoyu Li, Yachao Zhang 📧, Xu Ma, Yanyun Qu, Yun Fu. IEEE/CVF International Conference on Computer Vision (ICCV 2023) [Paper]
	Weakly Supervised 3D Segmentation via Receptive-driven Pseudo Label Consistency and Structural Consistency Yuxiang Lan1️⃣, Yachao Zhang1️⃣, Yanyun Qu, Cong Wang, Yuan Xie, Zongze Wu. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023) [Paper][Code]
	VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning Xiaofan Li, Yachao Zhang 📧, Shiran Bian, Yanyun Qu, Yuan Xie, Zhongchao Shi, Jianping Fan. International Joint Conference on Artificial Intelligence (IJCAI 2023) [Paper]
	Cross-Domain and Cross-Modal Knowledge Distillation in Domain Adaptation for 3D Semantic Segmentation Miaoyu Li1️⃣,Yachao Zhang1️⃣,Miaoyu Li, Yuan Xie, Zhizhong Zhang, Cuihua Li, Yanyun Qu. ACM International Conference on Multimedia (ACMMM 2022) [Paper][Code]
	Learning All-In Collaborative Multiview Binary Representation for Clustering Yachao Zhang, Yuan Xie, Zongze Wu, Cuihua Li, Yanyun Qu. Transactions on Neural Networks and Learning Systems (TNNLS 2022) [Paper][Code]
	SSE-xMUDA: Self-supervised Exclusive Learning for 3D Segmentation in Cross-Modal Unsupervised Domain Adaptation Yachao Zhang,Miaoyu Li, Yuan Xie, Zhizhong Zhang, Cuihua Li, Yanyun Qu. ACM International Conference on Multimedia (ACMMM 2022) [Paper][Code]
	Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation Yachao Zhang, Yanyun Qu, Zhonghao Li, Shanshan Zheng, Cuihua Li. IEEE Conference on International Conference on Computer Vision (ICCV 2021) [Paper][Code]
	Weakly supervised semantic segmentation for large-scale point cloud Yachao Zhang, Zonghao Li, Yuan Xie, Yanyun Qu, Cuihua Li, Tao Mei. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) [Paper][Code]

[Please visit my google scholar profile for the full publication list.] ___________________________________

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