Shifeng Xie

According to our database, Shifeng Xie authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

TSFMAudit: Data Contamination Auditing in Forecasting Time Series Foundation Models.

Hongkai Li, Shifeng Xie, Lefei Shen, Zhuo Li, Mouxiang Chen, Xiaobin Zhang, Han Fu, Jianling Sun, Xiaoxue Ren, Chenghao Liu

CoRR, May, 2026

Rethinking Zero-Shot Time Series Classification: From Task-specific Classifiers to In-Context Inference.

Juntao Fang, Shifeng Xie, Shengbin Nie, Yuhui Ling, Yuming Liu, Zijian Li, Keli Zhang, Lujia Pan, Themis Palpanas, Ruichu Cai

CoRR, February, 2026

2025

Leveraging Generic Time Series Foundation Models for EEG Classification.

Théo Gnassounou, Yessin Moakher, Shifeng Xie, Vasilii Feofanov, Ievgen Redko

CoRR, October, 2025

CauKer: classification time series foundation models can be pretrained on synthetic data only.

Shifeng Xie, Vasilii Feofanov, Marius Alonso, Ambroise Odonnat, Jianfeng Zhang, Themis Palpanas, Ievgen Redko

CoRR, August, 2025

The Initialization Determines Whether In-Context Learning Is Gradient Descent.

Shifeng Xie, Rui Yuan, Simone Rossi, Thomas Hannagan

Trans. Mach. Learn. Res., 2025

Subgraph Gaussian Embedding Contrast for Self-supervised Graph Representation Learning.

Shifeng Xie, Aref Einizade, Jhony H. Giraldo

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

2024

Variational Graph Contrastive Learning.

Shifeng Xie, Jhony H. Giraldo

CoRR, 2024

2023

FTUnet: Feature Transferred U-Net For Single HDR Image Reconstruction.

Shifeng Xie, Yi Liu, Wenjing Shuai

Proceedings of the ACM Multimedia Asia 2023, 2023

Tolerance Analysis of Optical splitter / combiner on Lithium Niobate Modulator.

Hanyu Li, Shifeng Xie, Yingbo Liu, Yuxiang Hao, Yihui Yin, Haiou Li

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023