Xuan Song 0001 - researchr alias

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2025

Heterogeneous Hyperbolic Hypergraph Neural Network for Friend Recommendation in Location-based Social NetworksYongkang Li 0002, Zipei Fan, Xuan Song 0001. tkdd, 19(3), April 2025. [doi]

AISFuser: Encoding Maritime Graphical Representations With Temporal Attribute Modeling for Vessel Trajectory PredictionZhiwen Zhang 0004, Wei Yuan 0004, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. tkde, 37(4):1571-1584, April 2025. [doi]

Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic SpreadZhiwen Zhang 0004, Hongjun Wang 0007, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. tkdd, 19(1), January 2025. [doi]

Emergency Management in Japan: Human Decision-Making Strategy Analysis During Large-Scale EarthquakeZhiwen Zhang 0004, Hongjun Wang 0007, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. tgis, 29(1), February 2025. [doi]

DeepTrafficSense: A Dual-Perspective Framework for Road Travel Time EstimationShuangyang Han, Zhihui Li 0003, Xianmin Song, Xuan Song 0001, Yu Xie, Wenyuan Lei. iotj, 12(13):24017-24027, July 2025. [doi]

GeoAvatar: A big mobile phone positioning data-driven method for individualized pseudo personal mobility data generationPeiran Li, Haoran Zhang 0002, Wenjing Li 0006, Dou Huang, Zhiling Guo, Jinyu Chen, Junxiang Zhang, Xuan Song 0001, Pengjun Zhao, Jinyue Yan, Ryosuke Shibasaki, Noboru Koshizuka. urban, 119:102252, 2025. [doi]

2024

Learning spatio-temporal dynamics on mobility networks for adaptation to open-world eventsZhaonan Wang 0001, Renhe Jiang, Hao Xue 0001, Flora D. Salim, Xuan Song 0001, Ryosuke Shibasaki, Wei Hu, Shaowen Wang. ai, 335:104120, 2024. [doi]

Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural NetworksZekun Cai, Renhe Jiang, Xinlei Lian, Chuang Yang, Zhaonan Wang 0001, Zipei Fan, Kota Tsubouchi, Hill Hiroki Kobayashi, Xuan Song 0001, Ryosuke Shibasaki. tmc, 23(5):5433-5445, May 2024. [doi]

Continuous Temporal Domain GeneralizationZekun Cai, Guangji Bai, Renhe Jiang, Xuan Song 0001, Liang Zhao 0002. nips 2024: [doi]

MobCovid: Confirmed Cases Dynamics Driven Time Series Prediction of Crowd in Urban HotspotJinyu Chen, Xiaodan Shi, Haoran Zhang 0002, Wenjing Li 0006, Peiran Li, Yuhao Yao, Satoshi Miyazawa, Xuan Song 0001, Ryosuke Shibasaki. tnn, 35(10):13397-13410, October 2024. [doi]

A Phone-Based Distributed Ambient Temperature Measurement System With an Efficient Label-Free Automated Training StrategyDayin Chen, Xiaodan Shi, Haoran Zhang 0002, Xuan Song 0001, Dongxiao Zhang, Yuntian Chen, Jinyue Yan. tmc, 23(12):11781-11793, December 2024. [doi]

Mutual Adaptation: Learning From Prototype for Time-Series PredictionJinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Xuan Song 0001, Ryosuke Shibasaki. tai, 5(3):1247-1262, March 2024. [doi]

TTS-Norm: Forecasting Tensor Time Series via Multi-Way NormalizationJiewen Deng, Jinliang Deng, Du Yin, Renhe Jiang, Xuan Song 0001. tkdd, 18(1), January 2024. [doi]

Multi-Modality Spatio-Temporal Forecasting via Self-Supervised LearningJiewen Deng, Renhe Jiang, Jiaqi Zhang, Xuan Song 0001. IJCAI 2024: 2018-2026 [doi]

Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series ForecastingJinliang Deng, Feiyang Ye, Du Yin, Xuan Song 0001, Ivor W. Tsang, Hui Xiong 0001. nips 2024: [doi]

Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series ForecastingJinliang Deng, Xiusi Chen, Renhe Jiang, Du Yin, Yi Yang 0001, Xuan Song 0001, Ivor W. Tsang. tkde, 36(8):3783-3800, 2024. [doi]

Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series ForecastingZheng Dong, Renhe Jiang, Haotian Gao, Hangchen Liu, Jinliang Deng, Qingsong Wen, Xuan Song 0001. kdd 2024: 631-641 [doi]

TrafPS: A shapley-based visual analytics approach to interpret trafficZezheng Feng, Yifan Jiang, Hongjun Wang 0007, Zipei Fan, Yuxin Ma, Shuang-Hua Yang, Huamin Qu, Xuan Song 0001. cvm, 10(6):1101-1119, December 2024. [doi]

Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal ForecastingHaotian Gao, Renhe Jiang, Zheng Dong, Jinliang Deng, Yuxin Ma, Xuan Song 0001. IJCAI 2024: 3998-4006 [doi]

HHGNN: Heterogeneous Hypergraph Neural Network for Traffic Agents Trajectory Prediction in Grouping ScenariosHetian Guo, Yingzhi Peng, Zipei Fan, He Zhu, Xuan Song 0001. icra 2024: 14101-14108 [doi]

Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons LearnedDu Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue 0001, Arian Prabowo, Renhe Jiang, Xuan Song 0001, Flora D. Salim. gis 2024: 42-53 [doi]

Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic ModelZhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song 0001, Ryosuke Shibasaki. kdd 2024: 4398-4407 [doi]

A geometry-driven neural topic model for trip purpose inferenceJiaqi Zhang, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. geoinformatica, 28(2):313-333, April 2024. [doi]

Hyper-relational knowledge graph neural network for next POI recommendationJixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Renhe Jiang, Zipei Fan, Xuan Song 0001. www, 27(4):46, July 2024. [doi]

2023

Towards an Event-Aware Urban Mobility Prediction SystemZhaonan Wang 0001, Renhe Jiang, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. wsdm 2023: 1303-1304 [doi]

MemDA: Forecasting Urban Time Series with Memory-based Drift AdaptationZekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang 0001, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song 0001, Ryosuke Shibasaki. CIKM 2023: 193-202 [doi]

Learning Gaussian Mixture Representations for Tensor Time Series ForecastingJiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song 0001. IJCAI 2023: 2077-2085 [doi]

A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series ForecastingJinliang Deng, Xiusi Chen, Renhe Jiang, Xuan Song 0001, Ivor W. Tsang. tkde, 35(8):7665-7680, August 2023. [doi]

Learning Social Meta-knowledge for Nowcasting Human Mobility in DisasterRenhe Jiang, Zhaonan Wang 0001, Yudong Tao, Chuang Yang, Xuan Song 0001, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu. WWW 2023: 2655-2665 [doi]

DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow PredictionRenhe Jiang, Zekun Cai, Zhaonan Wang 0001, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song 0001, Ryosuke Shibasaki. tkde, 35(1):276-290, 2023. [doi]

Spatio-Temporal Meta-Graph Learning for Traffic ForecastingRenhe Jiang, Zhaonan Wang 0001, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song 0001, Shintaro Fukushima, Toyotaro Suzumura. AAAI 2023: 8078-8086 [doi]

PredLife: Predicting Fine-Grained Future Activity PatternsWenjing Li, Xiaodan Shi, Dou Huang, Xudong Shen, Jinyu Chen, Hill Hiroki Kobayashi, Haoran Zhang, Xuan Song 0001, Ryosuke Shibasaki. tbd, 9(6):1658-1669, December 2023. [doi]

Metagraph-Based Life Pattern Clustering With Big Human Mobility DataWenjing Li, Haoran Zhang, Jinyu Chen, Peiran Li, Yuhao Yao, Xiaodan Shi, Mariko Shibasaki, Hill Hiroki Kobayashi, Xuan Song 0001, Ryosuke Shibasaki. tbd, 9(1):227-240, February 2023. [doi]

HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendationYongkang Li, Zipei Fan, Du Yin, Renhe Jiang, Jinliang Deng, Xuan Song 0001. www, 26(4):1625-1648, July 2023. [doi]

IIoT Based Trustworthy Demographic Dynamics Tracking With Advanced Bayesian LearningPeiran Li, Haoran Zhang, Wenjing Li, Keping Yu, Ali Kashif Bashir, Ahmad Ali AlZubi, Jinyu Chen, Xuan Song 0001, Ryosuke Shibasaki. tnse, 10(5):2745-2754, September - October 2023. [doi]

Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic ForecastingHangchen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song 0001. CIKM 2023: 4125-4129 [doi]

A Survey on Data-driven COVID-19 and Future Pandemic ManagementYudong Tao, Chuang Yang, Tianyi Wang 0003, Erik Coltey, Yanxiu Jin, Yinghao Liu, Renhe Jiang, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu, Steven Luis. ACM Comput. Surv., 55(7), 2023. [doi]

Discovering Key Sub-Trajectories to Explain Traffic PredictionHongjun Wang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Xuan Song 0001. sensors, 23(1):130, 2023. [doi]

Sequence-Graph Fusion Neural Network for User Mobile App Behavior PredictionYizhuo Wang, Renhe Jiang, Hangchen Liu, Du Yin, Xuan Song 0001. pkdd 2023: 105-121 [doi]

Multi-Task Weakly Supervised Learning for Origin-Destination Travel Time EstimationHongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song 0001. tkde, 35(11):11628-11641, November 2023. [doi]

ST-ExpertNet: A Deep Expert Framework for Traffic PredictionHongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song 0001. tkde, 35(7):7512-7525, July 2023. [doi]

Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum DropoutHongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song 0001, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang. AAAI 2023: 4668-4675 [doi]

EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic ControlChuang Yang, Zhiwen Zhang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song 0001, Ryosuke Shibasaki. tvcg, 29(8):3586-3601, August 2023. [doi]

LTP-Net: Life-Travel Pattern Based Human Mobility Signature IdentificationYuhao Yao, Haoran Zhang, Xiaodan Shi, Jinyu Chen, Wenjing Li, Xuan Song 0001, Ryosuke Shibasaki. tits, 24(12):14306-14319, December 2023. [doi]

Modifiable Areal Unit Problem on Grided Mobile Crowd Sensing: Analysis and RestorationYuhao Yao, Haoran Zhang, Defan Feng, Jinyu Chen, Wenjing Li, Ryosuke Shibasaki, Xuan Song 0001. tmc, 22(7):4044-4055, July 2023. [doi]

Mobility Tableau: Human Mobility Similarity Measurement for City DynamicsYuhao Yao, Haoran Zhang, Jinyu Chen, Wenjing Li, Ryosuke Shibasaki, Xuan Song 0001. tits, 24(7):7108-7121, 2023. [doi]

Internet of Things Positioning Technology Based Intelligent Delivery SystemYuhao Yao, Haoran Zhang, Lifeng Lin, Guixu Lin, Ryosuke Shibasaki, Xuan Song 0001, Keping Yu. tits, 24(11):12862-12876, November 2023. [doi]

MTMGNN: Multi-time multi-graph neural network for metro passenger flow predictionDu Yin, Renhe Jiang, Jiewen Deng, Yongkang Li, Yi Xie, Zhongyi Wang, Yifan Zhou, Xuan Song 0001, Jedi S. Shang. geoinformatica, 27(1):77-105, 2023. [doi]

Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor LocalizationMingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song 0001. iotj, 10(15):13662-13672, August 2023. [doi]

Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in JapanZhiwen Zhang, Hongjun Wang, Zipei Fan, Ryosuke Shibasaki, Xuan Song 0001. CIKM 2023: 3524-3533 [doi]

Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS TrajectoryZhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. tits, 24(5):4917-4931, May 2023. [doi]

Enhancing Trajectory Recovery From Gradients via Mobility Prior KnowledgeKaiyue Zhang, Zipei Fan, Xuan Song 0001, Shui Yu 0001. iotj, 10(6, March 15):5583-5594, 2023. [doi]

2022

MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural NetworksQi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song 0001, Ryosuke Shibasaki. pkdd 2023: 453-468 [doi]

Phone-based Ambient Temperature Measurement with a New Confidence-based Truth Inference ModelDayin Chen, Xiaodan Shi, Xuan Song 0001, Zhiheng Chen, Haoran Zhang. imwut, 6(4), 2022. [doi]

Learning Latent Road Correlations from TrajectoriesZheng Dong, Quanjun Chen, Renhe Jiang, Huanchen Wang, Xuan Song 0001, Hao Tian. bigdataconf 2022: 5458-5467 [doi]

Human Mobility-based Individual-level Epidemic Simulation PlatformZipei Fan, Chuang Yang, Zhiwen Zhang, Xuan Song 0001, Yinghao Liu, Renhe Jiang, Quanjun Chen, Ryosuke Shibasaki. tsas, 8(3):1-16, September 2022. [doi]

Online trajectory prediction for metropolitan scale mobility digital twinZipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song 0001, Ryosuke Shibasaki. gis 2022: [doi]

Exploring intercity regional similarity using worldwide location-based social network data (demo paper)Zipei Fan, Guixu Lin, Wei Yuan, Ryosuke Shibasaki, Pengpeng E, Xuan Song 0001. gis 2022: [doi]

The Impact of COVID-19 on Human Mobility: A Case Study on New YorkXinchen Hao, Renhe Jiang, Jiewen Deng, Xuan Song 0001. bigdataconf 2022: 4365-4374 [doi]

Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and OsakaRenhe Jiang, Zekun Cai, Zhaonan Wang 0001, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song 0001, Ryosuke Shibasaki. bigdataconf 2022: 6676-6677 [doi]

Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human MobilityYongkang Li, Zipei Fan, Jixiao Zhang, Dengheng Shi, Tianqi Xu, Du Yin, Jinliang Deng, Xuan Song 0001. CIKM 2022: 4209-4213 [doi]

Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open DatasetHaoyuan Ma, Mintao Zhou, Xiaodong Ouyang, Du Yin, Renhe Jiang, Xuan Song 0001. itsc 2022: 3263-3268 [doi]

A Geomagnetic Sensor Dataset for Traffic Flow PredictionHuanchen Wang, Quanjun Chen, Zheng Dong, Xuan Song 0001, Hao Tian, Donglong Yang, Manxia Liu. bigdataconf 2022: 2419-2422 [doi]

Route to Time and Time to Route: Travel Time Estimation from Sparse TrajectoriesZhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song 0001, Ryosuke Shibasaki. pkdd 2023: 489-504 [doi]

GOF-TTE: Generative Online Federated Learning Framework for Travel Time EstimationZhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song 0001, Ryosuke Shibasaki. iotj, 9(23):24107-24121, 2022. [doi]

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