Wei Fan

According to our database, Wei Fan authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DEWP: Deep Expansion Learning for Wind Power Forecasting.

Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong

ACM Trans. Knowl. Discov. Data, April, 2024

2023

Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop.

Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu

IEEE Trans. Knowl. Data Eng., 2023

Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting.

Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations.

Dongkun Wang, Wei Fan, Pengyang Wang, Pengfei Wang, Dongjie Wang, Denghui Zhang, Yanjie Fu

CoRR, 2022

Graph Soft-Contrastive Learning via Neighborhood Ranking.

Zhiyuan Ning, Pengfei Wang, Pengyang Wang, Ziyue Qiao, Wei Fan, Denghui Zhang, Yi Du, Yuanchun Zhou

CoRR, 2022

TransHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction.

Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian

CoRR, 2022

Feature and Instance Joint Selection: A Reinforcement Learning Perspective.

Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting.

Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation.

Jingci Ming, Le Zhang, Wei Fan, Weijia Zhang, Yu Mei, Weicen Ling, Hui Xiong

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning.

Wei Fan, Kunpeng Liu, Hao Liu, Ahmad Hariri, Dejing Dou, Yanjie Fu

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance.

Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent.

Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning.

Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020