Publications

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

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

the 38th Annual 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 2024 (ECML PKDD 2024)

[paper] [code]

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

Ziyang Su, Zhanyu Liu, Jianrong Ding, Guanjie Zheng

the 29th 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

the 21st ACM Conference on Embedded Networked Sensor Systems (SenSys 2023)

[paper]

Cost-effective Mitigation of Urban Congestion with Adaptive Traffic Signal Control

Kan Wu, Jianrong Ding, Jingli Lin, Guanjie Zheng, Qian Huang, Tu Xu, Yongdong Zhu, Baojing Gu

preprint available at Research Square, 2023

[paper] [code]

Education Icon

Still working ...