Zhichen Lai

According to our database, Zhichen Lai authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SaURL-TS: A self-adaptive framework for unsupervised time series representation learning.

Yusen Liu, Zhichen Lai, Hua Lu, Xu Cheng, Tianqing Zhu, Xiufeng Liu, Huan Huo

Pattern Recognit., 2026

MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity.

Zhichen Lai, Hua Lu, Huan Li, Jialiang Li, Christian S. Jensen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity (Extension).

Zhichen Lai, Hua Lu, Huan Li, Jialiang Li, Christian S. Jensen

CoRR, November, 2025

2024

LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation.

Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao

IEEE Trans. Knowl. Data Eng., December, 2024

E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series.

Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen

Proceedings of the ACM on Web Conference 2024, 2024

ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions.

Zhichen Lai, Dalin Zhang, Huan Li, Dongxiang Zhang, Hua Lu, Christian S. Jensen

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

LightCTS: A Lightweight Framework for Correlated Time Series Forecasting.

Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao

Proc. ACM Manag. Data, 2023

2021

Combination of certainty and uncertainty: Using FusionGAN to create abstract paintings.

Mao Li, Jiancheng Lv, Chenwei Tang, Jian Wang, Zhichen Lai, Youcheng Huang

Neural Networks, 2021

Measurement of Tremor on Arteriovenous Fistulas with a Flexible Capacitive Sensor.

Kan Luo, Cong Cai, Zhichen Lai, Bingfa Huang, Jiansheng Cai, Chaobing Liang, Jianxing Li

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Arbitrary Chinese Font Generation from a Single Reference.

Zhichen Lai, Chenwei Tang, Jiancheng Lv

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Contextual Anomaly Detection Framework for Energy Smart Meter Data Stream.

Xiufeng Liu, Zhichen Lai, Xin Wang, Lizhen Huang, Per Sieverts Nielsen

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Exploration on the Generation of Chinese Palindrome Poetry.

Liao Chen, Zhichen Lai, Dayiheng Liu, Jiancheng Lv, Yongsheng Sang

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

Multi-view Image Generation by Cycle CVAE-GAN Networks.

Zhichen Lai, Chenwei Tang, Jiancheng Lv

Proceedings of the Neural Information Processing - 26th International Conference, 2019