Publications

• Big-data Empowered Traffic Signal Control Could Reduce Urban Carbon Emission

Kan Wu, Jianrong Ding, Jingli Lin, Guanjie Zheng, Yi Sun, Jie Fang, Tu Xu, Yongdong Zhu, Baojing Gu

Nature Communications, 16(1):2013, 2025

[paper] [code]

• CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting

Jianrong Ding*, Zhanyu Liu*, Guanjie Zheng, Haiming Jin, Linghe Kong

Conference on Neural Information Processing Systems (NeurIPS), 2024

[paper] [code]

• Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting

Zhanyu Liu, Jianrong Ding, Guanjie Zheng

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2024

[paper] [code]

• POI-Based Traffic Generation via Supervised Contrastive Learning on Reconstructed Graph

Ziyang Su, Zhanyu Liu, Jianrong Ding, Guanjie Zheng

International Conference on Database Systems for Advanced Applications (DASFAA), 2024

[paper]

• Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV

Rong Ding, Haiming Jin, Jianrong Ding, Xiaocheng Wang, Guiyun Fan, Fengyuan Zhu, Xiaohua Tian, Linghe Kong

ACM Conference on Embedded Networked Sensor Systems (SenSys), 2023

[paper]

Still working ...