Xiyu Meng

According to our database, Xiyu Meng authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Enhancing concept alignment with explanatory interactive disentangled representation learning.

Xiyu Meng, Yilong Lin, Yuhan Wu, Lu Ying

Neural Networks, 2026

2025

Semi4TSF: End-to-End Semi-Supervised Contrastive Representation Learning for Time Series Forecasting.

Yuhan Wu, Xiyu Meng, Junru Zhang, Yabo Dong, Dongming Lu

IEEE Trans. Ind. Informatics, November, 2025

VIS4SL: A visual analytic approach for interpreting and diagnosing shortcut learning.

Xiyu Meng, Tan Tang, Yuhua Zhou, Zihan Yan, Dazhen Deng, Yongheng Wang, Yuhan Wu, Yingcai Wu

Knowl. Based Syst., 2025

Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting.

Yuhan Wu, Xiyu Meng, Huajin Hu, Junru Zhang, Yabo Dong, Dongming Lu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Effective LSTMs with seasonal-trend decomposition and adaptive learning and niching-based backtracking search algorithm for time series forecasting.

Yuhan Wu, Xiyu Meng, Junru Zhang, Yang He, Joseph A. Romo, Yabo Dong, Dongming Lu

Expert Syst. Appl., February, 2024

Multi-view Self-Supervised Contrastive Learning for Multivariate Time Series.

Yuhan Wu, Xiyu Meng, Yang He, Junru Zhang, Haowen Zhang, Yabo Dong, Dongming Lu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

Revisiting the Design Patterns of Composite Visualizations.

Dazhen Deng, Weiwei Cui, Xiyu Meng, Mengye Xu, Yu Liao, Haidong Zhang, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., December, 2023

An intelligent approach to automatically discovering visual insights.

Yuhua Zhou, Xiyu Meng, Yanhong Wu, Tan Tang, Yongheng Wang, Yingcai Wu

J. Vis., June, 2023