Wen Ye

12 papers A* 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis.
Trans. Mach. Learn. Res.
Wen Ye, Wei Yang, Defu Cao, Yizhou Zhang, Lumingyuan Tang, Jie Cai, Yan Liu
2025 J jnl
GeoAI-enhanced community detection on spatial networks with graph deep learning.
Comput. Environ. Urban Syst.
Yunlei Liang, Jiawei Zhu, Wen Ye, Song Gao
2025 J jnl
When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference.
CoRR
Wen Ye, Jinbo Liu, Defu Cao, Wei Yang, Yan Liu
2024 J jnl
Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution.
CoRR
Wen Ye, Yizhou Zhang, Wei Yang, Lumingyuan Tang, Defu Cao, Jie Cai, Yan Liu
2024 J jnl
GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning.
CoRR
Yunlei Liang, Jiawei Zhu, Wen Ye, Song Gao
2024 A* conf
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting.
ICLR
Defu Cao, Furong Jia, Sercan Ö. Arik, Tomas Pfister, Yixiang Zheng, Wen Ye, Yan Liu
2024 J jnl
TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model.
CoRR
Defu Cao, Wen Ye, Yizhou Zhang, Yan Liu
2023 J jnl
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting.
CoRR
Defu Cao, Furong Jia, Sercan Ö. Arik, Tomas Pfister, Yixiang Zheng, Wen Ye, Yan Liu
2022 J jnl
Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial Interactions.
CoRR
Yunlei Liang, Jiawei Zhu, Wen Ye, Song Gao
2022 — conf
Region2Vec: community detection on spatial networks using graph embedding with node attributes and spatial interactions.
SIGSPATIAL/GIS
Yunlei Liang, Jiawei Zhu, Wen Ye, Song Gao
2022 — conf
Spatiotemporal heterogeneities of the associations between human mobility and close contacts with COVID-19 infections in the United States.
SIGSPATIAL/GIS
Wen Ye, Song Gao
2022 — conf
Understanding the spatiotemporal heterogeneities in the associations between COVID-19 infections and both human mobility and close contacts in the United States.
SpatialEpi
Wen Ye, Song Gao