Zhao, Yiji (赵苡积)

Ph.D. Candidate School of Computer and Information Technology, Beijing Jiaotong University E-mail: yijizhao@bjtu.edu.cn

About me

I received the B.S. degree from Yunnan University, in 2016. I am currently a Ph.D. Candidate in School of Computer and Information Technology, Beijing Jiaotong University. And I am in institute of network science and intelligent systems (INSIS), supervised by Youfang Lin. My main research interests include data mining, spatial-temporal data forecasting, graph neural network. I focus on using AI to solve practical problems.

Research

My research interests include:

• Data Mining

• Spatial-temporal Data Forecasting

• Graph Neural Network

Publications

• Traffic Inflow and Outflow Forecasting by Modeling Intra-and Inter-Relationship Between Flows

  Yiji Zhao, Youfang Lin, Yongkai Zhang, Haomin Wen, Yunxiao Liu, Hao Wu, Zhihao Wu, Shuaichao Zhang, Huaiyu Wan.

  In IEEE Transactions on Intelligent Transportation Systems (TITS), 2022

• Context-aware Distance Measures for Dynamic Networks

  Yiji Zhao, Youfang Lin, Zhihao Wu*, Yang Wang, Haomin Wen

  In ACM Transactions on the Web (TWEB), 2021

• Improving local clustering based top-L link prediction methods via asymmetric link clustering information

  Zhihao Wu, Youfang Lin*, Yiji Zhao, Hongyan Yan.

  Physica A: Statistical Mechanics and its Applications, 2018.

• Modeling Spatial-Temporal Correlations and Uncertainty for Dynamic Wind Power Forecasting via PaddlePaddle

  Yiji Zhao, Haomin Wen, Junhong Lou, Jinji Fu, Jianbin Zheng, Youfang Lin*

  In Baidu Workshop of KDD 2022 (KDD Workshop), 2022

Note: * indicates the corresponding author.

Academic service

Sub-Reviewer

• TITS, TIST, TKDE

• WSDM’19, WWW’20, AAAI’20, KDD’20, KDD’21, KDD’22

Education

B.E., School of Information Science and Engineering, Yunnan University, 09.2012-06.2016.

Ph.D. Candidate, School of Computer and Information Technology, Beijing Jiaotong University, 09.2016-Present.

Competitions

1. First Prize of ACM KDD Cup, 2022. Team Leader. (World Ranking: 5/2490 (regular track ), 3 / 2490 (PaddlePaddle track))

2. First Prize of 2nd IKCEST International Big Data Competition, 2020. Team Leader. (World Ranking: 48/3023)

3. First Prize of 1st IKCEST International Big Data Competition, 2019. Team Leader. (World Ranking: 2/2312)

4. Baidu PaddlePaddle Baseline Programming Competition, 2019. Team Leader. (Ranking: 2/550)

5. Honorable Mention of Mathematical Contest in Modeling, Team Leader. 2015. (Ranking: 2/550)

6. Second Prize of National University Mathematical Modeling Competition, China, 2014. Team Leader. (Ranking: 2/550)