Xie, Shifeng

4 publications

ICLR 2026 CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data Shifeng Xie, Vasilii Feofanov, Jianfeng Zhang, Themis Palpanas, Ievgen Redko

ECML-PKDD 2025 Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning Shifeng Xie, Aref Einizade, Jhony H. Giraldo

TMLR 2025 The Initialization Determines Whether In-Context Learning Is Gradient Descent Shifeng Xie, Rui Yuan, Simone Rossi, Thomas Hannagan

NeurIPSW 2024 Variational Graph Contrastive Learning Shifeng Xie, Jhony H. Giraldo