I am currently a Ph.D. candidate at Shanghai Jiao Tong University, supervised by Prof. Guanjie Zheng. I earned B.Eng. in Computer Science and Technology at Yingcai Honors College, University of Electronic Science and Technology of China, 2021.

My research focuses on data mining and dataset distillation techniques for time series and spatial-temporal data.

📝 Publications

Zhanyu Liu, Guanjie Zheng, Yanwei Yu. Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank. The 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023). [Paper][Code]
Zhanyu Liu, Chumeng Liang, Guanjie Zheng, Hua Wei. FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, 2023 (ECMLPKDD 2023). [Paper][Code]
Chumeng Liang, Zherui Huang, Yicheng Liu, Zhanyu Liu, Guanjie Zheng, Hanyuan Shi, Kan Wu, Yuhao Du, Fuliang Li, Zhenhui Li. Cblab: Scalable Traffic Simulation with Enriched Data Supporting. The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023). [Paper][Code]
Zhao Kang, Zhanyu Liu, Shirui Pan, Ling Tian. Fine-grained Attributed Graph Clustering. SIAM International Conference on Data Mining, 2022 (SDM 2022). [Paper][Code]

🎖 Honors and Awards

2023 ACM International Conference on Information and Knowledge Management (CIKM), Birmingham, UK
2023 International Conference on Intelligent Transportation Systems (ITSC), Bilbao, Spain
2023 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECMLPKDD), Turin, Italy
2023 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Long Beach, USA