Xumeng Wen

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Subsequence Matching

Dynamic Time Warping

Top Venues

Trans. Mach. Learn. Res.

Publications

Yujiang Wu, Hongjian Song, Jiawen Zhang, Xumeng Wen, Shun Zheng, Jiang Bian
Large Language Model as a Universal Clinical Multi-task Decoder. CoRR (2024)
Xumeng Wen, Han Zhang, Shun Zheng, Wei Xu, Jiang Bian
From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models. KDD (2024)
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series Pretraining. Trans. Mach. Learn. Res. 2024 (2024)
Jiawen Zhang, Xumeng Wen, Shun Zheng, Jia Li, Jiang Bian
ProbTS: A Unified Toolkit to Probe Deep Time-series Forecasting. CoRR (2023)
Han Zhang, Xumeng Wen, Shun Zheng, Wei Xu, Jiang Bian
Towards Foundation Models for Learning on Tabular Data. CoRR (2023)
Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining. CoRR (2023)