Chen, Zhenghua

17 publications

AAAI 2025 WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network Zhendong Liu, Le Zhang, Bing Li, Yingjie Zhou, Zhenghua Chen, Ce Zhu

AAAI 2024 Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

AAAI 2024 Graph-Aware Contrasting for Multivariate Time-Series Classification Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

TMLR 2024 Leveraging Endo- and Exo-Temporal Regularization for Black-Box Video Domain Adaptation Yuecong Xu, Jianfei Yang, Haozhi Cao, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

NeurIPS 2024 Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning Fei Zhou, Peng Wang, Lei Zhang, Zhenghua Chen, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang

NeurIPS 2024 Reinforced Cross-Domain Knowledge Distillation on Time Series Data Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen

ICML 2024 TSLANet: Rethinking Transformers for Time Series Representation Learning Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li

ICCV 2023 Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation Yuecong Xu, Jianfei Yang, Yunjiao Zhou, Zhenghua Chen, Min Wu, Xiaoli Li

IJCAI 2023 Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen

AAAI 2023 SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie

AAAI 2022 Generalizing Reinforcement Learning Through Fusing Self-Supervised Learning into Intrinsic Motivation Keyu Wu, Min Wu, Zhenghua Chen, Yuecong Xu, Xiaoli Li

ECCV 2022 Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Zhenghua Chen

IJCAI 2021 Deep Reinforcement Learning Boosted Partial Domain Adaptation Keyu Wu, Min Wu, Jianfei Yang, Zhenghua Chen, Zhengguo Li, Xiaoli Li

NeurIPS 2021 Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Le Zhang, Zhenghua Chen, Jing Tang

ICCV 2021 Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network Yuecong Xu, Jianfei Yang, Haozhi Cao, Zhenghua Chen, Qi Li, Kezhi Mao

IJCAI 2021 Time-Series Representation Learning via Temporal and Contextual Contrasting Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan

AAAI 2021 Two-Stream Convolution Augmented Transformer for Human Activity Recognition Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, Min Wu