Xianwei Meng

Full Professor, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Institute of Intelligent Machines

Joined

January 2024

Names

Xianwei Meng (Preferred)

Emails

****@iim.ac.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Hefei Institutes of Physical Science, Chinese Academy of Sciences, Institute of Intelligent Machines (cas.cn)

2021 – 2028

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2024

Expertise

data mining

2018 – 2024

Publications

ReNF: Rethinking the Design Space of Neural Long-Term Time Series Forecasters
Yihang Lu, Xianwei Meng, Enhong Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TimeCapsule: Solving the Jigsaw Puzzle of Long-Term Time Series Forecasting with Compressed Predictive Representations
Yihang Lu, Yangyang Xu, Xianwei Meng, Enhong Chen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
IODRNN - Incremental output decomposition for a valid traffic flow prediction with GNSS data
Yihang Lu, Xianwei Meng, Liqun Peng, Shucai Xu, Enhong Chen
- Eng. Appl. Artif. Intell. 2024
- Readers: Everyone
D-LSTM: Short-Term Road Traffic Speed Prediction Model Based on GPS Positioning Data
Xianwei Meng, Hao Fu, Liqun Peng, Guiquan Liu, Yang Yu, Zhong Wang, Enhong Chen
- IEEE Trans. Intell. Transp. Syst. 2022
- Readers: Everyone
Traffic Flow Driven Spatio-Temporal Graph Convolutional Network for Ride-Hailing Demand Forecasting
Hao Fu, Zhong Wang, Yang Yu, Xianwei Meng, Guiquan Liu
- PAKDD (1) 2021
- Readers: Everyone
Attention-Based Sequence Learning Model for Travel Time Estimation
Zhong Wang, Hao Fu, Guiquan Liu, Xianwei Meng
- IEEE Access 2020
- Readers: Everyone

Co-Authors