Xuan Song

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 76

Top Topics

Indoor Localization

Gaussian Mixture

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Renhe Jiang, Zipei Fan, Xuan Song
Hyper-relational knowledge graph neural network for next POI recommendation. World Wide Web (WWW) 27 (4) (2024)
Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora Salim
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned. CoRR (2024)
Jiewen Deng, Renhe Jiang, Jiaqi Zhang, Xuan Song
Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning. CoRR (2024)
Zekun Cai, Renhe Jiang, Xinlei Lian, Chuang Yang, Zhaonan Wang, Zipei Fan, Kota Tsubouchi, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks. IEEE Trans. Mob. Comput. 23 (5) (2024)
Dayin Chen, Xiaodan Shi, Haoran Zhang, Xuan Song, Dongxiao Zhang, Yuntian Chen, Jinyue Yan
A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy. CoRR (2024)
Jinliang Deng, Xuan Song, Ivor W. Tsang, Hui Xiong
The Bigger the Better? Rethinking the Effective Model Scale in Long-term Time Series Forecasting. CoRR (2024)
Zheng Dong, Renhe Jiang, Haotian Gao, Hangchen Liu, Jinliang Deng, Qingsong Wen, Xuan Song
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting. KDD (2024)
Hetian Guo, Yingzhi Peng, Zipei Fan, He Zhu, Xuan Song
HHGNN: Heterogeneous Hypergraph Neural Network for Traffic Agents Trajectory Prediction in Grouping Scenarios. ICRA (2024)
Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki
Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model. KDD (2024)
Zheng Dong, Renhe Jiang, Haotian Gao, Hangchen Liu, Jinliang Deng, Qingsong Wen, Xuan Song
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting. CoRR (2024)
Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Xuan Song, Ryosuke Shibasaki
Mutual Adaptation: Learning From Prototype for Time-Series Prediction. IEEE Trans. Artif. Intell. 5 (3) (2024)
Jiaqi Zhang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
A geometry-driven neural topic model for trip purpose inference. GeoInformatica 28 (2) (2024)
Jiewen Deng, Jinliang Deng, Du Yin, Renhe Jiang, Xuan Song
TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Zezheng Feng, Yifan Jiang, Hongjun Wang, Zipei Fan, Yuxin Ma, Shuang-Hua Yang, Huamin Qu, Xuan Song
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic. CoRR (2024)
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki, Wei Hu, Shaowen Wang
Learning spatio-temporal dynamics on mobility networks for adaptation to open-world events. Artif. Intell. 335 (2024)
Zekun Cai, Guangji Bai, Renhe Jiang, Xuan Song, Liang Zhao
Continuous Temporal Domain Generalization. CoRR (2024)
Jinliang Deng, Xiusi Chen, Renhe Jiang, Xuan Song, Ivor W. Tsang
A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series Forecasting. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
Metapopulation Graph Neural Networks: Deep Metapopulation Epidemic Modeling with Human Mobility. CoRR (2023)
Yudong Tao, Chuang Yang, Tianyi Wang, Erik Coltey, Yanxiu Jin, Yinghao Liu, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu, Steven Luis
A Survey on Data-driven COVID-19 and Future Pandemic Management. ACM Comput. Surv. 55 (7) (2023)
Yongkang Li, Zipei Fan, Du Yin, Renhe Jiang, Jinliang Deng, Xuan Song
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation. World Wide Web (WWW) 26 (4) (2023)
Hangchen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song
STAEformer: Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting. CoRR (2023)
Yuhao Yao, Haoran Zhang, Lifeng Lin, Guixu Lin, Ryosuke Shibasaki, Xuan Song, Keping Yu
Internet of Things Positioning Technology Based Intelligent Delivery System. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Hongjun Wang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Xuan Song
Discovering Key Sub-Trajectories to Explain Traffic Prediction. Sensors 23 (1) (2023)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan. CIKM (2023)
Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Kaiyue Zhang, Zipei Fan, Xuan Song, Shui Yu
Enhancing Trajectory Recovery From Gradients via Mobility Prior Knowledge. IEEE Internet Things J. 10 (6, March 15) (2023)
Peiran Li, Haoran Zhang, Wenjing Li, Keping Yu, Ali Kashif Bashir, Ahmad Ali AlZubi, Jinyu Chen, Xuan Song, Ryosuke Shibasaki
IIoT Based Trustworthy Demographic Dynamics Tracking With Advanced Bayesian Learning. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Yuhao Yao, Haoran Zhang, Defan Feng, Jinyu Chen, Wenjing Li, Ryosuke Shibasaki, Xuan Song
Modifiable Areal Unit Problem on Grided Mobile Crowd Sensing: Analysis and Restoration. IEEE Trans. Mob. Comput. 22 (7) (2023)
Du Yin, Renhe Jiang, Jiewen Deng, Yongkang Li, Yi Xie, Zhongyi Wang, Yifan Zhou, Xuan Song, Jedi S. Shang
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction. GeoInformatica 27 (1) (2023)
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. CIKM (2023)
Chuang Yang, Zhiwen Zhang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control. IEEE Trans. Vis. Comput. Graph. 29 (8) (2023)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Wenjing Li, Xiaodan Shi, Dou Huang, Xudong Shen, Jinyu Chen, Hill Hiroki Kobayashi, Haoran Zhang, Xuan Song, Ryosuke Shibasaki
PredLife: Predicting Fine-Grained Future Activity Patterns. IEEE Trans. Big Data 9 (6) (2023)
Jiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting. IJCAI (2023)
Renhe Jiang, Zhaonan Wang, Yudong Tao, Chuang Yang, Xuan Song, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu
Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster. WWW (2023)
Hangchen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting. CIKM (2023)
Yuhao Yao, Haoran Zhang, Xiaodan Shi, Jinyu Chen, Wenjing Li, Xuan Song, Ryosuke Shibasaki
LTP-Net: Life-Travel Pattern Based Human Mobility Signature Identification. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Yuhao Yao, Haoran Zhang, Jinyu Chen, Wenjing Li, Ryosuke Shibasaki, Xuan Song
Mobility Tableau: Human Mobility Similarity Measurement for City Dynamics. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song
Multi-Task Weakly Supervised Learning for Origin-Destination Travel Time Estimation. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. CoRR (2023)
Haotian Gao, Renhe Jiang, Zheng Dong, Jinliang Deng, Xuan Song
Spatio-Temporal-Decoupled Masked Pre-training for Traffic Forecasting. CoRR (2023)
Wenjing Li, Haoran Zhang, Jinyu Chen, Peiran Li, Yuhao Yao, Xiaodan Shi, Mariko Shibasaki, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
Metagraph-Based Life Pattern Clustering With Big Human Mobility Data. IEEE Trans. Big Data 9 (1) (2023)
Jinliang Deng, Xiusi Chen, Renhe Jiang, Du Yin, Yi Yang, Xuan Song, Ivor W. Tsang
Learning Structured Components: Towards Modular and Interpretable Multivariate Time Series Forecasting. CoRR (2023)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting. AAAI (2023)
Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization. IEEE Internet Things J. 10 (15) (2023)
Peiran Li, Haoran Zhang, Wenjing Li, Dou Huang, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Ryosuke Shibasaki
Learning to Generate Pseudo Personal Mobility. CoRR (2023)
Yizhuo Wang, Renhe Jiang, Hangchen Liu, Du Yin, Xuan Song
Sequence-Graph Fusion Neural Network for User Mobile App Behavior Prediction. ECML/PKDD (6) (2023)
Kaiyue Zhang, Weiqi Wang, Zipei Fan, Xuan Song, Shui Yu
Conditional Matching GAN Guided Reconstruction Attack in Machine Unlearning. GLOBECOM (2023)
Zhaonan Wang, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
Towards an Event-Aware Urban Mobility Prediction System. WSDM (2023)
Jiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting. CoRR (2023)
Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Zipei Fan, Xuan Song
Hyper-Relational Knowledge Graph Neural Network for Next POI. CoRR (2023)
Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout. AAAI (2023)
Xinchen Hao, Renhe Jiang, Jiewen Deng, Xuan Song
The Impact of COVID-19 on Human Mobility: A Case Study on New York. Big Data (2022)
Haoyuan Ma, Mintao Zhou, Xiaodong Ouyang, Du Yin, Renhe Jiang, Xuan Song
Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset. ITSC (2022)
Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Toyotaro Suzumura, Shintaro Fukushima
MegaCRN: Meta-Graph Convolutional Recurrent Network for Spatio-Temporal Modeling. CoRR (2022)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories. ECML/PKDD (6) (2022)
Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization. CoRR (2022)
Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting. CoRR (2022)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System. ACM Trans. Intell. Syst. Technol. 13 (2) (2022)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and Osaka. Big Data (2022)
Huanchen Wang, Quanjun Chen, Zheng Dong, Xuan Song, Hao Tian, Donglong Yang, Manxia Liu
A Geomagnetic Sensor Dataset for Traffic Flow Prediction. Big Data (2022)
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki
Event-Aware Multimodal Mobility Nowcasting. AAAI (2022)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories. CoRR (2022)
Zipei Fan, Guixu Lin, Wei Yuan, Ryosuke Shibasaki, Pengpeng E, Xuan Song
Exploring intercity regional similarity using worldwide location-based social network data (demo paper). SIGSPATIAL/GIS (2022)
Xuan Song, Haoran Zhang, Rajendra Akerkar, Huawei Huang, Song Guo, Lei Zhong, Yusheng Ji, Andreas L. Opdahl, Hemant Purohit, André Skupin, Akshay Pottathil, Aron Culotta
Big Data and Emergency Management: Concepts, Methodologies, and Applications. IEEE Trans. Big Data 8 (2) (2022)
Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks. ECML/PKDD (6) (2022)
Zhiwen Zhang, Hongjun Wang, Jiyuan Chen, Zipei Fan, Xuan Song, Ryosuke Shibasaki
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation. CoRR (2022)
Zipei Fan, Chuang Yang, Zhiwen Zhang, Xuan Song, Yinghao Liu, Renhe Jiang, Quanjun Chen, Ryosuke Shibasaki
Human Mobility-based Individual-level Epidemic Simulation Platform. ACM Trans. Spatial Algorithms Syst. 8 (3) (2022)
Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
Online Trajectory Prediction for Metropolitan Scale Mobility Digital Twin. CoRR (2022)
Zheng Dong, Quanjun Chen, Renhe Jiang, Huanchen Wang, Xuan Song, Hao Tian
Learning Latent Road Correlations from Trajectories. Big Data (2022)
Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
Online trajectory prediction for metropolitan scale mobility digital twin. SIGSPATIAL/GIS (2022)
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract). ICDE (2022)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation. IEEE Internet Things J. 9 (23) (2022)
Yongkang Li, Zipei Fan, Jixiao Zhang, Dengheng Shi, Tianqi Xu, Du Yin, Jinliang Deng, Xuan Song
Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility. CIKM (2022)
Dayin Chen, Xiaodan Shi, Xuan Song, Zhiheng Chen, Haoran Zhang
Phone-based Ambient Temperature Measurement with a New Confidence-based Truth Inference Model. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)