| 2026 | AAAI | Light but Sharp: SlimSTAD for Real-Time Action Detection from Sensor Data. | Wei Cui, Lukai Fan, Zhenghua Chen, Min Wu, Shili Xiang, Haixia Wang, Bing Li |
| 2026 | WWW | Sparse Causal Latent Features for Robust Multimodal Learning under Distribution Shifts. | Liang Cao, Weide Liu, Yan Qin, Zhenghua Chen, Zhuo Chen, R. Bhushan Gopaluni |
| 2025 | AAAI | WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network. | Zhendong Liu, Le Zhang, Bing Li, Yingjie Zhou, Zhenghua Chen, Ce Zhu |
| 2025 | KDD | Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation. | Peiliang Gong, Yucheng Wang, Min Wu, Zhenghua Chen, Xiaoli Li, Daoqiang Zhang |
| 2025 | KDD | Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation. | Peiliang Gong, Mohamed Ragab, Min Wu, Zhenghua Chen, Yongyi Su, Xiaoli Li, Daoqiang Zhang |
| 2024 | AAAI | Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data. | Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen |
| 2024 | AAAI | Graph-Aware Contrasting for Multivariate Time-Series Classification. | Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen |
| 2024 | APWEB | PMEMgreSQL: Embracing PostgreSQL with Persistent Memory. | Xinyuan Sun, Ji Shi, Yinjun Han, Zhenghua Chen |
| 2024 | ICML | TSLANet: Rethinking Transformers for Time Series Representation Learning. | Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li |
| 2023 | AAAI | SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation. | Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie |
| 2023 | ICCV | Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation. | Yuecong Xu, Jianfei Yang, Yunjiao Zhou, Zhenghua Chen, Min Wu, Xiaoli Li |
| 2023 | ICDE | Sailfish: Exploring Heterogeneous Query Acceleration on Discrete CPU-FPGA Architecture. | Xing Wei, Yaofeng Tu, Yinjun Han, Zhenghua Chen, Xuecheng Qi, Daojun Hua |
| 2023 | ICDM | PROTEUS: Domain Adaptation for Dynamic Features in AI-assisted Windows Malware Detection. | Yubo Hou, Tram Truong Huu, Zhenghua Chen, Chee-Keong Kwoh, Sin G. Teo |
| 2023 | IJCAI | Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data. | Qing Xu, Min Wu, Xiaoli Li, Kezhi Mao, Zhenghua Chen |
| 2023 | KDD | Source-Free Domain Adaptation with Temporal Imputation for Time Series Data. | Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen |
| 2022 | AAAI | Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation. | Keyu Wu, Min Wu, Zhenghua Chen, Yuecong Xu, Xiaoli Li |
| 2022 | ECCV | Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition. | Yuecong Xu, Jianfei Yang, Haozhi Cao, Keyu Wu, Min Wu, Zhenghua Chen |
| 2022 | HPCC | Cost-effective Elderly Fall Detection with Symmetry Transformer Networks. | Bing Li, Wei Cui, Yanru Chen, Joey Tianyi Zhou, Zhenghua Chen, Yuli Li, Min Wu |
| 2021 | AAAI | Two-Stream Convolution Augmented Transformer for Human Activity Recognition. | Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, Min Wu |
| 2021 | ICASSP | A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data. | Zaifeng Yang, Yubo Hou, Zhenghua Chen, Le Zhang, Jie Chen |
| 2021 | ICCV | Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network. | Yuecong Xu, Jianfei Yang, Haozhi Cao, Zhenghua Chen, Qi Li, Kezhi Mao |
| 2021 | IJCAI | Time-Series Representation Learning via Temporal and Contextual Contrasting. | Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan |
| 2021 | IJCAI | Deep Reinforcement Learning Boosted Partial Domain Adaptation. | Keyu Wu, Min Wu, Jianfei Yang, Zhenghua Chen, Zhengguo Li, Xiaoli Li |
| 2020 | ICASSP | Mahalanobis Distance Based Adversarial Network for Anomaly Detection. | Yubo Hou, Zhenghua Chen, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Raed M. Shubair |
| 2020 | ICPADS | URFS: A User-space Raw File System based on NVMe SSD. | Yaofeng Tu, Yinjun Han, Zhenghua Chen, Zhengguang Chen, Bing Chen |
| 2020 | VTC | Semi-Supervised Deep Learning Based Wireless Interference Identification for IIoT Networks. | Jiajia Huang, Min Li Huang, Peng Hui Tan, Zhenghua Chen, Sumei Sun |
| 2020 | VCIP | Learning From Paired and Unpaired Data: Alternately Trained CycleGAN for Near Infrared Image Colorization. | Zaifeng Yang, Zhenghua Chen |
| 2018 | ICARCV | Building Occupancy Detection from Carbon-dioxide and Motion Sensors. | Chaoyang Jiang, Zhenghua Chen, Lih Chieh Png, Korkut Bekiroglu, Seshadhri Srinivasan, Rong Su |
| 2010 | IGARSS | An atmospheric correction algorithm for hyperspectral imagery of lake water by Chinese satellite HJ-1A. | Hua Xu, Xingfa Gu, Qiu Yin, Li Li, Zhenghua Chen, Yuhuan Ren, Weizhen Hou, Jia Liu, Pengfei Yin |
| 2010 | IGARSS | Ecosystem health assessment by using remote sensing derived data: A case study of terrestrial region along the coast in Zhejiang province. | Zhenghua Chen, Qiu Yin, Li Li, Hua Xu |
| 2010 | IGARSS | A comparison of two stream approximation for the discrete ordinate method and the SOS method. | Weizhen Hou, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen |
| 2010 | IGARSS | Spectral data analysis of ground objects in Chao Lake basin. | Jia Liu, Qiu Yin, Hua Xu, Li Li, Zhenghua Chen, Yuhuan Ren, Weizhen Hou, Pengfei Yin |
| 2010 | IGARSS | Estimating chlorophyll a concentration in lake water using space-borne hyperspectral data. | Li Li, Qiu Yin, Hua Xu, Cailan Gong, Zhenghua Chen |
| 2007 | IGARSS | Management decision-making support system of percision agriculture based on CNCS. | Qingyuan Ma, Chao Zhang, Zhenghua Chen, Zhen Yang |
| 2007 | IGARSS | Assessing value of grassland ecosystem services in Gansu Province, northwest of China. | Zhenghua Chen, Jian Wang, Qingyuan Ma, Zhen Yang |