Xuan Song

2026

Similarity Search with Data Missing.

Changyi Ma|Xuan Song

ACM Transactions on Intelligent Systems and Technology (TIST) 2026 Volume 17 Issue 1

2024

Hyper-relational knowledge graph neural network for next POI recommendation.

Jixiao Zhang|Yongkang Li|Ruotong Zou|Jingyuan Zhang|Renhe Jiang|Zipei Fan|Xuan Song

World Wide Web (WWW) 2024 Volume 27 Issue 4

2023

HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation.

Yongkang Li|Zipei Fan|Du Yin|Renhe Jiang|Jinliang Deng|Xuan Song

World Wide Web (WWW) 2023 Volume 26 Issue 4

MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.

Zekun Cai|Renhe Jiang|Xinyu Yang|Zhaonan Wang|Diansheng Guo|Hill Hiroki Kobayashi|Xuan Song|Ryosuke Shibasaki

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting.

Hangchen Liu|Zheng Dong|Renhe Jiang|Jiewen Deng|Jinliang Deng|Quanjun Chen|Xuan Song

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan.

Zhiwen Zhang|Hongjun Wang|Zipei Fan|Ryosuke Shibasaki|Xuan Song

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

Towards an Event-Aware Urban Mobility Prediction System.

Zhaonan Wang|Renhe Jiang|Zipei Fan|Xuan Song|Ryosuke Shibasaki

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster.

Renhe Jiang|Zhaonan Wang|Yudong Tao|Chuang Yang|Xuan Song|Ryosuke Shibasaki|Shu-Ching Chen|Mei-Ling Shyu

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System.

Renhe Jiang|Zekun Cai|Zhaonan Wang|Chuang Yang|Zipei Fan|Quanjun Chen|Xuan Song|Ryosuke Shibasaki

ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 2

Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility.

Yongkang Li|Zipei Fan|Jixiao Zhang|Dengheng Shi|Tianqi Xu|Du Yin|Jinliang Deng|Xuan Song

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

2021

DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction.

Renhe Jiang|Du Yin|Zhaonan Wang|Yizhuo Wang|Jiewen Deng|Hangchen Liu|Zekun Cai|Jinliang Deng|Xuan Song|Ryosuke Shibasaki

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction.

Zhaonan Wang|Renhe Jiang|Zekun Cai|Zipei Fan|Xin Liu|Kyoung-Sook Kim|Xuan Song|Ryosuke Shibasaki

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2019

Guest editorial: special issue on big data for effective disaster management (In Memorial of Tao Li).

Xuan Song|Song Guo|Haizhong Wang

World Wide Web (WWW) 2019 Volume 22 Issue 5

2017

Prediction and Simulation of Human Mobility Following Natural Disasters.

Xuan Song|Quanshi Zhang|Yoshihide Sekimoto|Ryosuke Shibasaki|Nicholas Jing Yuan|Xing Xie

ACM Transactions on Intelligent Systems and Technology (TIST) 2017 Volume 8 Issue 2

DeepMob: Learning Deep Knowledge of Human Emergency Behavior and Mobility from Big and Heterogeneous Data.

Xuan Song|Ryosuke Shibasaki|Nicholas Jing Yuan|Xing Xie|Tao Li|Ryutaro Adachi

ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4

2015

From RGB-D Images to RGB Images: Single Labeling for Mining Visual Models.

Quanshi Zhang|Xuan Song|Xiaowei Shao|Huijing Zhao|Ryosuke Shibasaki

ACM Transactions on Intelligent Systems and Technology (TIST) 2015 Volume 6 Issue 2

2013

An online system for multiple interacting targets tracking: Fusion of laser and vision, tracking and learning.

Xuan Song|Huijing Zhao|Jinshi Cui|Xiaowei Shao|Ryosuke Shibasaki|Hongbin Zha

ACM Transactions on Intelligent Systems and Technology (TIST) 2013 Volume 4 Issue 1

A fully online and unsupervised system for large and high-density area surveillance: Tracking, semantic scene learning and abnormality detection.

Xuan Song|Xiaowei Shao|Quanshi Zhang|Ryosuke Shibasaki|Huijing Zhao|Jinshi Cui|Hongbin Zha

ACM Transactions on Intelligent Systems and Technology (TIST) 2013 Volume 4 Issue 2