DDST数据驱动软件技术实验室Data Driven Software Technology

赵立帆

2021级博士研究生

研究方向:数据纠偏、时间序列

mogician233@sjtu.edu.cn

个人简介

2021级博士研究生 导师沈艳艳

论文成果

Lifan Zhao, and Yanyan Shen. Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators. In ICLR 2024. [Paper][Source code]


Liping Wang, Jiawei Li, Lifan Zhao, Zhizhuo Kou, Xiaohan Wang, Xinyi Zhu, Hao Wang, Yanyan Shen, Lei Chen. Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey. Under Review. [Paper]


Lifan Zhao, Shuming Kong, and Yanyan Shen. DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting. In KDD 2023. [Paper][Source code]


Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, and Kangyi Lin. RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction. In TOIS 2022. [Paper] [Source code


Muyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Lifan Zhao, Peiyu Liu, Jun Ma, and Maarten de Rijke. Mixed Information Flow for Cross-Domain Sequential Recommendations. In TKDD 2022. [Paper] [Source code]

近期项目

 

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教学课程

 

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DDST

数据驱动软件技术实验室

地址:上海市闵行区东川路800号上海交通大学电信群楼东313
Email: ddst@sjtu.edu.cn