Ye, Wen

5 publications

ICLR 2026 PINFDiT: Energy-Based Physics-Informed Diffusion Transformers for General-Purpose Time Series Tasks Defu Cao, Wen Ye, Yizhou Zhang, Sam Griesemer, Yan Liu

TMLR 2026 TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis Wen Ye, Wei Yang, Defu Cao, Yizhou Zhang, Lumingyuan Tang, Jie Cai, Yan Liu

ICLR 2026 ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models Bowen Fang, Wen Ye, Yunyue Su, Jinghao Zhang, Qiang Liu, Yesheng Liu, Xin Sun, Shu Wu, Jiabing Yang, Baole Wei, Liang Wang

ICLR 2024 TEMPO: Prompt-Based Generative Pre-Trained Transformer for Time Series Forecasting Defu Cao, Furong Jia, Sercan O Arik, Tomas Pfister, Yixiang Zheng, Wen Ye, Yan Liu

ICMLW 2024 TimeDiT: General-Purpose Diffusion Transformers for Time Series Foundation Model Defu Cao, Wen Ye, Yan Liu