Kaixuan Chen

33 papers A* 5A 1B 1Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Gaussian Process Latent Variable Modeling for Few-Shot Time Series Forecasting.
IEEE Trans. Knowl. Data Eng.
Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng
2024 A* conf
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding.
AAAI
Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang
2023 J jnl
Automated labeling and online evaluation for self-paced movement detection BCI.
Knowl. Based Syst.
Dalin Zhang, Christoffer Hansen, Fredrik De Frène, Simon Park Kærgaard, Weizhu Qian, Kaixuan Chen
2023 — conf
Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting.
ECML/PKDD (7)
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 J jnl
Continually learning out-of-distribution spatiotemporal data for robust energy forecasting.
CoRR
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 — conf
Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning.
BuildSys
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 J jnl
Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning.
CoRR
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
2023 J jnl
Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing.
IEEE Trans. Knowl. Data Eng.
Yan Zhao, Tinghao Lai, Ziwei Wang, Kaixuan Chen, Huan Li, Kai Zheng
2022 J jnl
A Pattern Discovery Approach to Multivariate Time Series Forecasting.
CoRR
Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng
2022 J jnl
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges, and Opportunities.
ACM Comput. Surv.
Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu
2022 J jnl
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey.
CoRR
Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen
2022 J jnl
Preventing Sensitive Information Leakage From Mobile Sensor Signals via Integrative Transformation.
IEEE Trans. Mob. Comput.
Dalin Zhang, Lina Yao, Kaixuan Chen, Zheng Yang, Xin Gao, Yunhao Liu
2021 — conf
HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps.
e-Energy
Jonas Brusokas, Torben Bach Pedersen, Laurynas Siksnys, Dalin Zhang, Kaixuan Chen
2020 J jnl
A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Kaixuan Chen, Lina Yao, Dalin Zhang, Xianzhi Wang, Xiaojun Chang, Feiping Nie
2020 J jnl
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities.
CoRR
Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu
2020 J jnl
Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition.
IEEE Trans. Cybern.
Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang, Xiaojun Chang, Yunhao Liu
2020 J jnl
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals.
IEEE J. Biomed. Health Informatics
Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao
2020 — —
Multi-modal Human Behavior Understanding.
Kaixuan Chen
2019 J jnl
A Convolutional Recurrent Attention Model for Subject-Independent EEG Signal Analysis.
IEEE Signal Process. Lett.
Dalin Zhang, Lina Yao, Kaixuan Chen, Jessica Monaghan
2019 A* conf
Collective Protection: Preventing Sensitive Inferences via Integrative Transformation.
ICDM
Dalin Zhang, Lina Yao, Kaixuan Chen, Guodong Long, Sen Wang
2019 A* conf
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.
AAAI
Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang
2019 A* conf
Learning Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection.
ICDM
Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao, Sen Wang, Po Li
2019 A* conf
Multi-agent Attentional Activity Recognition.
IJCAI
Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu
2019 J jnl
Multi-agent Attentional Activity Recognition.
CoRR
Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu
2018 J jnl
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.
CoRR
Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang
2018 — conf
Fuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition.
PAKDD (1)
Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Zheng Yang, Boualem Benatallah
2018 B conf
Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling.
IJCNN
Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang
2018 J jnl
Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling.
CoRR
Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang
2018 J jnl
MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Xiang Zhang, Lina Yao, Salil S. Kanhere, Yunhao Liu, Tao Gu, Kaixuan Chen
2018 A conf
Ready for Use: Subject-Independent Movement Intention Recognition via a Convolutional Attention Model.
CIKM
Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang
2017 J jnl
DeepKey: An EEG and Gait Based Dual-Authentication System.
CoRR
Xiang Zhang, Lina Yao, Kaixuan Chen, Xianzhi Wang, Quan Z. Sheng, Tao Gu
2017 J jnl
Fullie and Wiselie: A Dual-Stream Recurrent Convolutional Attention Model for Activity Recognition.
CoRR
Kaixuan Chen, Lina Yao, Tao Gu, Zhiwen Yu, Xianzhi Wang, Dalin Zhang
2017 J jnl
MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network.
CoRR
Xiang Zhang, Lina Yao, Salil S. Kanhere, Yunhao Liu, Tao Gu, Kaixuan Chen