Selected Publications

​Journals and Book Chapters

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• Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey [arXiv] [ACM]

     Yuecong Xu, Haozhi Cao, Lihua Xie, Xiao-Li Li, Zhenghua Chen, Jianfei Yang

     ACM Computing Surveys, 2024 (IF=23.8, Rank 1/143 in Computer Science Theory and Methods)

• SEA++: Multi-Graph-based Higher-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation [IEEEXplore]

     Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu; Xiaoli Li; Lihua Xie; Zhenghua Chen

     IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 (IF=20.8, CCF-A)

• ARID: A New Dataset for Recognizing Action in the Dark [arXiv] [Springer] [Project and Dataset​]

     Yuecong Xu, Jianfei Yang, Haozhi Cao, Kezhi Mao, Jianxiong Yin, Simon See 

     in International Workshop on Deep Learning for Human Activity Recognition, Springer, 2021

• Multi-Source Video Domain Adaptation with Temporal Attentive Moment Alignment [arXiv] [Project and Dataset] [IEEEXplore]

     Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Zhengguo Li, Zhenghua Chen

     IEEE Transactions on Circuits and Systems for Video Technology, 2023 (IF=5.859)

• Aligning Correlation Information for Domain Adaptation in Action Recognition [arXiv] [Project and Data] [IEEEXplore]

     Yuecong Xu, Jianfei Yang, Haozhi Cao, Kezhi Mao, Jianxiong Yin, Simon See

     IEEE Transactions on Neural Networks and Learning Systems, 2022 (IF=14.255)

• Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation [arXiv] [OpenReview]

     Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

     Transactions on Machine Learning Research, 2024

• Self-Supervised Video Representation Learning by Video Incoherence Detection [arXiv] [IEEEXplore]

     Haozhi Cao, Yuecong Xu*, Kezhi Mao, Lihua Xie, Jianxiong Yin, Simon See, Qianwen Xu, Jianfei Yang

     IEEE Transactions on Cybernetics, 2023 (IF=19.119)

• Reinforced Reweighting for Self-supervised Partial Domain Adaptation [IEEEXplore]

     Keyu Wu, Shengkai Chen, Min Wu, Shili Xiang, Ruibing Jin, Yuecong Xu, Xiaoli Li, Zhenghua Chen

     IEEE Transactions on Artificial Intelligence, 2024

• Effective Action Recognition with Embedded Key Point Shifts [arXiv] [Elsevier]

     Haozhi Cao, Yuecong Xu*, Jianfei Yang, Kezhi Mao, Jianxiong Yin, Simon See

     Pattern Recognition, Elsevier, 2021 (IF=8.518)

• Exploiting inter-frame regional correlation for efficient action recognition [arXiv] [Elsevier]

     Yuecong Xu, Jianfei Yang, Kezhi Mao, Jianxiong Yin, Simon See

     Expert Systems with Applications, Elsevier, 2021 (IF=8.665)​​​​

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Conferences

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• Reliable Spatial-Temporal Voxels For Multi-Modal Test-Time Adaptation [arXiv] [ECVA] [Project]

     Haozhi Cao, Yuecong Xu, Jianfei Yang, Pengyu Yin, Xingyu Ji, Shenghai Yuan, Lihua Xie

     European Conference on Computer Vision (ECCV) 2024

• Diffusion Model is a Good Pose Estimator from 3D RF-Vision [arXiv] [ECVA] [Project]

     Junqiao Fan, Jianfei Yang, Yuecong Xu, Lihua Xie

     European Conference on Computer Vision (ECCV) 2024

• MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentation [arXiv] [Project]

     Haozhi Cao, Yuecong Xu, Jianfei Yang, Pengyu Yin, Shenghai Yuan, Lihua Xie

     International Conference on Robotics and Automation (ICRA) 2024

• MM-Fi: Multi-Modal Non-Intrusive 4d Human Dataset for Versatile Wireless Sensing [NeurIPS] [Project] [Toolbox]

     Jianfei Yang, He Huang, Yunjiao Zhou, Xinyan Chen, Yuecong Xu, Shenghai Yuan, Han Zou, Chris Xiaoxuan Lu, Lihua Xie

     Conference on Neural Information Processing Systems (NeurIPS) 2023 Datasets and Benchmarks Track

• Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation [arXiv] [OpenAccess] [Project]

     Yuecong Xu, Jianfei Yang, Yunjiao Zhou, Zhenghua Chen, Min Wu, Xiaoli Li

     International Conference on Computer Vision (ICCV) 2023

• Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition [Project] [Github] [ECVA]

     Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Zhenghua Chen

     European Conference on Computer Vision (ECCV) 2022

• Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation [arXiv] [ACM]

     Xiyu Wang, Yuecong Xu*, Kezhi Mao, Jianfei Yang

     ACM Multimedia (ACM MM) 2022

• Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network [OpenAccess] [Project and DB] [Code]

     Yuecong Xu, Jianfei Yang, Haozhi Cao, Zhenghua Chen, Qi Li, Kezhi Mao

     International Conference on Computer Vision (ICCV) 2021 (Oral Presentation, Top 3.4%)

• Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation [arXiv] [OpenAccess] [Project]

     Haozhi Cao, Yuecong Xu*, Jianfei Yang, Pengyu Yin, Shenghai Yuan, Lihua Xie

     International Conference on Computer Vision (ICCV) 2023​​

• Fully-Connected Spatial-Temporal Graph for Multivariate Time Series Data [arXiv]

     Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

     The AAAI Conference on Artificial Intelligence (AAAI) 2024

• Graph-Aware Contrasting for Multivariate Time-Series Classification [arXiv]

     Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

     The AAAI Conference on Artificial Intelligence (AAAI) 2024

• SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation [AAAI]

     Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie

     The AAAI Conference on Artificial Intelligence (AAAI) 2023

• Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation [AAAI]

     Keyu Wu, Min Wu, Zhenghua Chen, Yuecong Xu, Xiaoli Li

     The AAAI Conference on Artificial Intelligence (AAAI) 2022​

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* denotes corresponding author/co-first author