Zhengyang Zhou

2026

doi dblp
QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting.
Shichao Ma|Zhengyang Zhou|Qihe Huang|Binwu Wang|Yang Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
DualGR: Generative Retrieval with Long and Short-Term Interests Modeling.
Zhongchao Yi|Kai Feng|Xiaojian Ma|Yalong Wang|Yongqi Liu|Han Li|Zhengyang Zhou|Yang Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Exploiting Language Power for Time Series Forecasting with Exogenous Variables.
Qihe Huang|Zhengyang Zhou|Kuo Yang|Yang Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Do We Really Need GCNs in Traffic Forecasting? A Graph-Less Pure-MLP Architecture.
Yudong Zhang|Xu Wang|Xuan Yu|Kuo Yang|Zhengyang Zhou|Yang Wang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
FedSTG: Breaking through Spatio-Temporal Data Silos with Federated Graph Learning.
Yudong Zhang|Xu Wang|Xuan Yu|Kuo Yang|Zhengyang Zhou|Yang Wang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting.
Zhengyang Zhou|Jiahao Shi|Hongbo Zhang|Qiongyu Chen|Xu Wang|Hongyang Chen|Yang Wang
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Scenario-Driven Cyber-Physical-Social System: Intelligent Workflow Generation Based on Capability.
Yi Li|Xinkui Zhao|Chen Chen|Shengye Pang|Zhengyang Zhou|Jianwei Yin
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework.
Xu Wang|Lianliang Chen|Hongbo Zhang|Pengkun Wang|Zhengyang Zhou|Yang Wang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2022

doi dblp
CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction.
Yudong Zhang|Binwu Wang|Ziyang Shan|Zhengyang Zhou|Yang Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

doi dblp
STUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility.
Zhengyang Zhou|Yang Wang|Xike Xie|Lei Qiao|Yuantao Li
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.