Gaussian Process Latent Variable Modeling for Few-Shot Time Series Forecasting. - Cheng, Yunyao; Guo, Chenjuan; Chen, Kaixuan; Zhao, Kai; Yang, Bin; Xie, Jiandong; Jensen, Christian S.; Huang, Feiteng; Zheng, Kai (IEEE Trans. Knowl. Data Eng., 2025)

KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding. - Chen, Zhen; Zhang, Dalin; Feng, Shanshan; Chen, Kaixuan; Chen, Lisi; Han, Peng; Shang, Shuo (2024)

Automated labeling and online evaluation for self-paced movement detection BCI. - Zhang, Dalin; Hansen, Christoffer; Frène, Fredrik De; Kærgaard, Simon Park; Qian, Weizhu; Chen, Kaixuan (Knowl. Based Syst., 2023)

Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing. - Zhao, Yan; Lai, Tinghao; Wang, Ziwei; Chen, Kaixuan; Li, Huan; Zheng, Kai (IEEE Trans. Knowl. Data Eng., 2023)

Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting. - Prabowo, Arian; Chen, Kaixuan; Xue, Hao; Sethuvenkatraman, Subbu; Salim, Flora D. (2023)

Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning. - Prabowo, Arian; Chen, Kaixuan; Xue, Hao; Sethuvenkatraman, Subbu; Salim, Flora D. (2023)

Continually learning out-of-distribution spatiotemporal data for robust energy forecasting. - Prabowo, Arian; Chen, Kaixuan; Xue, Hao; Sethuvenkatraman, Subbu; Salim, Flora D. (CoRR, 2023)

Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning. - Prabowo, Arian; Chen, Kaixuan; Xue, Hao; Sethuvenkatraman, Subbu; Salim, Flora D. (CoRR, 2023)

Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges, and Opportunities. - Chen, Kaixuan; Zhang, Dalin; Yao, Lina; Guo, Bin; Yu, Zhiwen; Liu, Yunhao (ACM Comput. Surv., 2022)

Preventing Sensitive Information Leakage From Mobile Sensor Signals via Integrative Transformation. - Zhang, Dalin; Yao, Lina; Chen, Kaixuan; Yang, Zheng; Gao, Xin; Liu, Yunhao (IEEE Trans. Mob. Comput., 2022)

Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey. - Zhang, Dalin; Chen, Kaixuan; Zhao, Yan; Yang, Bin; Yao, Lina; Jensen, Christian S. (CoRR, 2022)

A Pattern Discovery Approach to Multivariate Time Series Forecasting. - Cheng, Yunyao; Guo, Chenjuan; Chen, Kaixuan; Zhao, Kai; Yang, Bin; Xie, Jiandong; Jensen, Christian S.; Huang, Feiteng; Zheng, Kai (CoRR, 2022)

HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps. - Brusokas, Jonas; Pedersen, Torben Bach; Siksnys, Laurynas; Zhang, Dalin; Chen, Kaixuan (2021)

Multi-modal Human Behavior Understanding. - Chen, Kaixuan (2020)

Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition. - Zhang, Dalin; Yao, Lina; Chen, Kaixuan; Wang, Sen; Chang, Xiaojun; Liu, Yunhao (IEEE Trans. Cybern., 2020)

Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals. - Zhang, Dalin; Chen, Kaixuan; Jian, Debao; Yao, Lina (IEEE J. Biomed. Health Informatics, 2020)

A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition. - Chen, Kaixuan; Yao, Lina; Zhang, Dalin; Wang, Xianzhi; Chang, Xiaojun; Nie, Feiping (IEEE Trans. Neural Networks Learn. Syst., 2020)

Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities. - Chen, Kaixuan; Zhang, Dalin; Yao, Lina; Guo, Bin; Yu, Zhiwen; Liu, Yunhao (CoRR, 2020)

A Convolutional Recurrent Attention Model for Subject-Independent EEG Signal Analysis. - Zhang, Dalin; Yao, Lina; Chen, Kaixuan; Monaghan, Jessica (IEEE Signal Process. Lett., 2019)

Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. - Chen, Kaixuan; Yao, Lina; Zhang, Dalin; Chang, Xiaojun; Long, Guodong; Wang, Sen (2019)

Learning Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection. - Zhang, Dalin; Chen, Kaixuan; Jian, Debao; Yao, Lina; Wang, Sen; Li, Po (2019)

Collective Protection: Preventing Sensitive Inferences via Integrative Transformation. - Zhang, Dalin; Yao, Lina; Chen, Kaixuan; Long, Guodong; Wang, Sen (2019)

Multi-agent Attentional Activity Recognition. - Chen, Kaixuan; Yao, Lina; Zhang, Dalin; Guo, Bin; Yu, Zhiwen (2019)

Multi-agent Attentional Activity Recognition. - Chen, Kaixuan; Yao, Lina; Zhang, Dalin; Guo, Bin; Yu, Zhiwen (CoRR, 2019)

MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network. - Zhang, Xiang; Yao, Lina; Kanhere, Salil S.; Liu, Yunhao; Gu, Tao; Chen, Kaixuan (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Ready for Use: Subject-Independent Movement Intention Recognition via a Convolutional Attention Model. - Zhang, Dalin; Yao, Lina; Chen, Kaixuan; Wang, Sen (2018)

Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. - Chen, Kaixuan; Yao, Lina; Wang, Xianzhi; Zhang, Dalin; Gu, Tao; Yu, Zhiwen; Yang, Zheng (2018)

Fuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition. - Zhang, Dalin; Yao, Lina; Wang, Sen; Chen, Kaixuan; Yang, Zheng; Benatallah, Boualem (2018)

Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. - Chen, Kaixuan; Yao, Lina; Wang, Xianzhi; Zhang, Dalin; Gu, Tao; Yu, Zhiwen; Yang, Zheng (CoRR, 2018)

Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. - Chen, Kaixuan; Yao, Lina; Zhang, Dalin; Chang, Xiaojun; Long, Guodong; Wang, Sen (CoRR, 2018)

DeepKey: An EEG and Gait Based Dual-Authentication System. - Zhang, Xiang; Yao, Lina; Chen, Kaixuan; Wang, Xianzhi; Sheng, Quan Z.; Gu, Tao (CoRR, 2017)

MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network. - Zhang, Xiang; Yao, Lina; Kanhere, Salil S.; Liu, Yunhao; Gu, Tao; Chen, Kaixuan (CoRR, 2017)

Fullie and Wiselie: A Dual-Stream Recurrent Convolutional Attention Model for Activity Recognition. - Chen, Kaixuan; Yao, Lina; Gu, Tao; Yu, Zhiwen; Wang, Xianzhi; Zhang, Dalin (CoRR, 2017)