Yuxuan Liang

2026

Efficient High-Dimensional Time Series Forecasting with Transformers: A Channel Reordering Perspective.

Yuchen Fang|Shiyu Wang|Yuxuan Liang|Zhou Ye|Yang Xiang|Yan Zhao|Kai Zheng

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.

AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing.

Xusen Guo|Mingxing Peng|Xixuan Hao|Xingchen Zou|Qiongyan Wang|Sijie Ruan|Yuxuan Liang

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.

Enhancing Ride-Hailing Forecasting at DiDi with Multi-View Geospatial Representation Learning from the Web.

Xixuan Hao|Guicheng Li|Daiqiang Wu|Xusen Guo|Yumeng Zhu|Zhichao Zou|Peng Zhen|Yao Yao|Yuxuan Liang

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.

LLM-Enhanced Web-Centric Spatio-Temporal Intelligence: Methods, Applications, and Frontier Research.

Zijian Zhang|Hao Miao|Yuxuan Liang|Yan Zhao|Irwin King

Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026

2025

The International Workshop on Spatio-Temporal Data Intelligence and Foundation Models.

Hao Miao|Yan Zhao|Yuxuan Liang|Bin Yang|Kai Zheng|Christian S. Jensen

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

Nature Makes No Leaps: Building Continuous Location Embeddings with Satellite Imagery from the Web.

Xixuan Hao|Wei Chen|Xingchen Zou|Yuxuan Liang

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

Time Series Analysis in the Web: Recent Advances and Future Trends.

Ming Jin|Wei Jin|Hao Xue|Flora Salim|Yuxuan Liang

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

The Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications.

Ming Jin|Mahsa Salehi|Yuxuan Liang|Dongjin Song|Flora Salim|Min Wu|Shirui Pan|Qingsong Wen

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

The International Workshop on Spatio-Temporal Data Mining from the Web.

Yuxuan Liang|Hao Xue|Ming Jin|Flora Salim|Qingsong Wen|Yong Li|Roger Zimmermann|Yu Zheng

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era.

Zijian Zhang|Hao Miao|Yuxuan Liang|Yan Zhao|Xiao Han|Pengyue Jia|Bin Yang|Christian S. Jensen

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

CityCAN: Causal Attention Network for Citywide Spatio-Temporal Forecasting.

Chengxin Wang|Yuxuan Liang|Gary Tan

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting.

Xu Liu|Junfeng Hu|Yuan Li|Shizhe Diao|Yuxuan Liang|Bryan Hooi|Roger Zimmermann

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

COLA: Cross-city Mobility Transformer for Human Trajectory Simulation.

Yu Wang|Tongya Zheng|Yuxuan Liang|Shunyu Liu|Mingli Song

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web.

Yibo Yan|Haomin Wen|Siru Zhong|Wei Chen|Haodong Chen|Qingsong Wen|Roger Zimmermann|Yuxuan Liang

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2022

TrajFormer: Efficient Trajectory Classification with Transformers.

Yuxuan Liang|Kun Ouyang|Yiwei Wang|Xu Liu|Hongyang Chen|Junbo Zhang|Yu Zheng|Roger Zimmermann

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

Fine-Grained Urban Flow Prediction.

Yuxuan Liang|Kun Ouyang|Junkai Sun|Yiwei Wang|Junbo Zhang|Yu Zheng|David S. Rosenblum|Roger Zimmermann

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱.

Zheyi Pan|Songyu Ke|Xiaodu Yang|Yuxuan Liang|Yong Yu|Junbo Zhang|Yu Zheng

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

CurGraph: Curriculum Learning for Graph Classification.

Yiwei Wang|Wei Wang|Yuxuan Liang|Yujun Cai|Bryan Hooi

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

Mixup for Node and Graph Classification.

Yiwei Wang|Wei Wang|Yuxuan Liang|Yujun Cai|Bryan Hooi

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.