Jingru Fei

According to our database, Jingru Fei authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Olivia: Harmonizing Time Series Foundation Models with Power Spectral Density.

Jingru Fei, Kun Yi, Alex Xing Wang, Qingsong Wen, Xiangxiang Zhu, Wei Fan

CoRR, May, 2026

MedViA: Empowering medical time series classification with vision augmentation and multimodal fusion.

Wei Fan, Jingru Fei, Jindong Han, Jie Lian, Hangting Ye, Xiaozhuang Song, Xin Lv, Kun Yi, Min Li

Inf. Fusion, 2026

2025

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification.

Wei Fan, Jingru Fei, Dingyu Guo, Kun Yi, Xiaozhuang Song, Haolong Xiang, Hangting Ye, Min Li

CoRR, February, 2025

Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification.

Wei Fan, Jingru Fei, Dingyu Guo, Kun Yi, Xiaozhuang Song, Haolong Xiang, Hangting Ye, Min Li

Proceedings of the ACM on Web Conference 2025, 2025

Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting.

Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu

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

2024

FilterNet: Harnessing Frequency Filters for Time Series Forecasting.

Kun Yi, Jingru Fei, Qi Zhang, Hui He, Shufeng Hao, Defu Lian, Wei Fan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024