Xuan Song

204 papers A* 40A 8B 5C 3Misc 3Journal 124Unranked 19
YearRankTypeTitle / Venue / Authors
2026 A* conf
HarmoQ: Harmonized Post-Training Quantization for High-Fidelity Image Super-Resolution.
AAAI
Hongjun Wang, Jiyuan Chen, Xuan Song, Yinqiang Zheng
2026 J jnl
LLM-augmented causal-knowledge heterogeneous graph framework for interpretable reasoning and collaborative knowledge fusion in automotive chip production.
Expert Syst. Appl.
Shuangxue Liu, Hongbin Xie, Yuzhen Lei, Jiaxing Zhao, Xuan Song
2026 J jnl
Manifold-Aware Temporal Domain Generalization for Large Language Models.
CoRR
Yiheng Yao, Zekun Cai, Xinyuan Song, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki, Liang Zhao
2026 A* conf
Resilience Inference for Supply Chains with Hypergraph Neural Network.
AAAI
Zetian Shen, Hongjun Wang, Jiyuan Chen, Xuan Song
2026 J jnl
Similarity Search with Data Missing.
ACM Trans. Intell. Syst. Technol.
Changyi Ma, Xuan Song
2026 J jnl
Tiered Spatio-Temporal Difficulty: Curriculum Scheduler for Multi-Sensor Traffic Flow Prediction.
IEEE Trans. Mob. Comput.
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Renhe Jiang, Wei Yuan, Xuan Song, Ryosuke Shibasaki
2025 J jnl
A Knowledge-Guided Cross-Modal Feature Fusion Model for Local Traffic Demand Prediction.
CoRR
Lingyu Zhang, Pengfei Xu, Guobin Wu, Jian Liang, Ruiyang Dong, Yunhai Wang, Xuan Song
2025 J jnl
AISFuser: Encoding Maritime Graphical Representations With Temporal Attribute Modeling for Vessel Trajectory Prediction.
IEEE Trans. Knowl. Data Eng.
Zhiwen Zhang, Wei Yuan, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2025 J jnl
Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic Spread.
ACM Trans. Knowl. Discov. Data
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2025 J jnl
Continuous Domain Generalization.
CoRR
Zekun Cai, Yiheng Yao, Guangji Bai, Renhe Jiang, Xuan Song, Ryosuke Shibasaki, Liang Zhao
2025 J jnl
DeepTrafficSense: A Dual-Perspective Framework for Road Travel Time Estimation.
IEEE Internet Things J.
Shuangyang Han, Zhihui Li, Xianmin Song, Xuan Song, Yu Xie, Wenyuan Lei
2025 J jnl
Emergency Management in Japan: Human Decision-Making Strategy Analysis During Large-Scale Earthquake.
Trans. GIS
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2025 J jnl
Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario.
IEEE Trans. Mob. Comput.
Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Renhe Jiang, Xuan Song
2025 J jnl
GeoAvatar: A big mobile phone positioning data-driven method for individualized pseudo personal mobility data generation.
Comput. Environ. Urban Syst.
Peiran Li, Haoran Zhang, Wenjing Li, Dou Huang, Zhiling Guo, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Jinyue Yan, Ryosuke Shibasaki, Noboru Koshizuka
2025 J jnl
HarmoQ: Harmonized Post-Training Quantization for High-Fidelity Image.
CoRR
Hongjun Wang, Jiyuan Chen, Xuan Song, Yinqiang Zheng
2025 J jnl
Heterogeneous Hyperbolic Hypergraph Neural Network for Friend Recommendation in Location-based Social Networks.
ACM Trans. Knowl. Discov. Data
Yongkang Li, Zipei Fan, Xuan Song
2025 — conf
LCformer: Enhancing Multivariate Time Series Forecasting with Transformer Based on Lagged Correlations.
SpatialDI
Lihua Wang, Zipei Fan, Xuan Song
2025 J jnl
Next Point-of-interest (POI) Recommendation Model Based on Multi-modal Spatio-temporal Context Feature Embedding.
CoRR
Lingyu Zhang, Guobin Wu, Yan Wang, Pengfei Xu, Jian Liang, Xuan Song, Yunhai Wang
2025 J jnl
Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution.
CoRR
Hongjun Wang, Jiyuan Chen, Zhengwei Yin, Xuan Song, Yinqiang Zheng
2025 — conf
Research on Estimation Time of Arrival in Marine Traffic Based on Large Language Model.
SpatialDI
Junyou Su, Yi Yuan, Yu Liang, Bin Tan, Xuan Song, Zipei Fan
2025 J jnl
Resilience Inference for Supply Chains with Hypergraph Neural Network.
CoRR
Zetian Shen, Hongjun Wang, Jiyuan Chen, Xuan Song
2025 J jnl
Trajectory generative models: a survey from unconditional and conditional perspectives.
GeoInformatica
Weiping Zhu, Renhe Jiang, Dongyuan Li, Xiangjie Kong, Xuan Song
2024 J jnl
A Phone-Based Distributed Ambient Temperature Measurement System With an Efficient Label-Free Automated Training Strategy.
IEEE Trans. Mob. Comput.
Dayin Chen, Xiaodan Shi, Haoran Zhang, Xuan Song, Dongxiao Zhang, Yuntian Chen, Jinyue Yan
2024 J jnl
A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy.
CoRR
Dayin Chen, Xiaodan Shi, Haoran Zhang, Xuan Song, Dongxiao Zhang, Yuntian Chen, Jinyue Yan
2024 J jnl
A geometry-driven neural topic model for trip purpose inference.
GeoInformatica
Jiaqi Zhang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2024 A* conf
Continuous Temporal Domain Generalization.
NeurIPS
Zekun Cai, Guangji Bai, Renhe Jiang, Xuan Song, Liang Zhao
2024 J jnl
Continuous Temporal Domain Generalization.
CoRR
Zekun Cai, Guangji Bai, Renhe Jiang, Xuan Song, Liang Zhao
2024 J jnl
Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting.
IEEE Trans. Knowl. Data Eng.
Jinliang Deng, Xiusi Chen, Renhe Jiang, Du Yin, Yi Yang, Xuan Song, Ivor W. Tsang
2024 — conf
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned.
SIGSPATIAL/GIS
Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora D. Salim
2024 J jnl
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned.
CoRR
Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora D. Salim
2024 J jnl
Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario.
CoRR
Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song
2024 J jnl
Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks.
IEEE Trans. Mob. Comput.
Zekun Cai, Renhe Jiang, Xinlei Lian, Chuang Yang, Zhaonan Wang, Zipei Fan, Kota Tsubouchi, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
2024 A* conf
HHGNN: Heterogeneous Hypergraph Neural Network for Traffic Agents Trajectory Prediction in Grouping Scenarios.
ICRA
Hetian Guo, Yingzhi Peng, Zipei Fan, He Zhu, Xuan Song
2024 A* conf
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting.
KDD
Zheng Dong, Renhe Jiang, Haotian Gao, Hangchen Liu, Jinliang Deng, Qingsong Wen, Xuan Song
2024 J jnl
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting.
CoRR
Zheng Dong, Renhe Jiang, Haotian Gao, Hangchen Liu, Jinliang Deng, Qingsong Wen, Xuan Song
2024 J jnl
Hyper-relational knowledge graph neural network for next POI recommendation.
World Wide Web (WWW)
Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Renhe Jiang, Zipei Fan, Xuan Song
2024 J jnl
Learning spatio-temporal dynamics on mobility networks for adaptation to open-world events.
Artif. Intell.
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki, Wei Hu, Shaowen Wang
2024 J jnl
Learning to Balance: Diverse Normalization for Cloth-Changing Person Re-Identification.
CoRR
Hongjun Wang, Jiyuan Chen, Zhengwei Yin, Xuan Song, Yinqiang Zheng
2024 A* conf
Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model.
KDD
Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki
2024 J jnl
MobCovid: Confirmed Cases Dynamics Driven Time Series Prediction of Crowd in Urban Hotspot.
IEEE Trans. Neural Networks Learn. Syst.
Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Satoshi Miyazawa, Xuan Song, Ryosuke Shibasaki
2024 A* conf
Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning.
IJCAI
Jiewen Deng, Renhe Jiang, Jiaqi Zhang, Xuan Song
2024 J jnl
Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning.
CoRR
Jiewen Deng, Renhe Jiang, Jiaqi Zhang, Xuan Song
2024 J jnl
Mutual Adaptation: Learning From Prototype for Time-Series Prediction.
IEEE Trans. Artif. Intell.
Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Xuan Song, Ryosuke Shibasaki
2024 J jnl
On Feature Decorrelation in Cloth-Changing Person Re-identification.
CoRR
Hongjun Wang, Jiyuan Chen, Renhe Jiang, Xuan Song, Yinqiang Zheng
2024 A* conf
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting.
NeurIPS
Jinliang Deng, Feiyang Ye, Du Yin, Xuan Song, Ivor W. Tsang, Hui Xiong
2024 J jnl
Robust Traffic Forecasting against Spatial Shift over Years.
CoRR
Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song
2024 J jnl
STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting.
CoRR
Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song
2024 A* conf
Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting.
IJCAI
Haotian Gao, Renhe Jiang, Zheng Dong, Jinliang Deng, Yuxin Ma, Xuan Song
2024 J jnl
TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization.
ACM Trans. Knowl. Discov. Data
Jiewen Deng, Jinliang Deng, Du Yin, Renhe Jiang, Xuan Song
2024 J jnl
The Bigger the Better? Rethinking the Effective Model Scale in Long-term Time Series Forecasting.
CoRR
Jinliang Deng, Xuan Song, Ivor W. Tsang, Hui Xiong
2024 J jnl
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic.
CoRR
Zezheng Feng, Yifan Jiang, Hongjun Wang, Zipei Fan, Yuxin Ma, Shuang-Hua Yang, Huamin Qu, Xuan Song
2024 J jnl
TrafPS: A shapley-based visual analytics approach to interpret traffic.
Comput. Vis. Media
Zezheng Feng, Yifan Jiang, Hongjun Wang, Zipei Fan, Yuxin Ma, Shuang-Hua Yang, Huamin Qu, Xuan Song
2024 J jnl
Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting.
CoRR
Hongjun Wang, Jiyuan Chen, Lingyu Zhang, Renhe Jiang, Xuan Song
2023 J jnl
A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series Forecasting.
IEEE Trans. Knowl. Data Eng.
Jinliang Deng, Xiusi Chen, Renhe Jiang, Xuan Song, Ivor W. Tsang
2023 J jnl
A Survey on Data-driven COVID-19 and Future Pandemic Management.
ACM Comput. Surv.
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
2023 A* conf
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning.
AAAI
Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang
2023 J jnl
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning.
CoRR
Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang
2023 A conf
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan.
CIKM
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
2023 A* conf
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention.
IJCAI
Hongjun Wang, Jiyuan Chen, Lun Du, Qiang Fu, Shi Han, Xuan Song
2023 J jnl
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention.
CoRR
Hongjun Wang, Jiyuan Chen, Lun Du, Qiang Fu, Shi Han, Xuan Song
2023 B conf
Conditional Matching GAN Guided Reconstruction Attack in Machine Unlearning.
GLOBECOM
Kaiyue Zhang, Weiqi Wang, Zipei Fan, Xuan Song, Shui Yu
2023 J jnl
Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution.
CoRR
Shuang Ao, Tianyi Zhou, Guodong Long, Xuan Song, Jing Jiang
2023 J jnl
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction.
IEEE Trans. Knowl. Data Eng.
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
2023 J jnl
Discovering Key Sub-Trajectories to Explain Traffic Prediction.
Sensors
Hongjun Wang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Xuan Song
2023 J jnl
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization.
IEEE Internet Things J.
Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
2023 A* conf
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout.
AAAI
Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang
2023 J jnl
Enhancing Trajectory Recovery From Gradients via Mobility Prior Knowledge.
IEEE Internet Things J.
Kaiyue Zhang, Zipei Fan, Xuan Song, Shui Yu
2023 J jnl
EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control.
IEEE Trans. Vis. Comput. Graph.
Chuang Yang, Zhiwen Zhang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
2023 C conf
Extend Wave Function Collapse Algorithm to Large-Scale Content Generation.
CoG
Yuhe Nie, Shaoming Zheng, Zhan Zhuang, Xuan Song
2023 J jnl
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation.
World Wide Web (WWW)
Yongkang Li, Zipei Fan, Du Yin, Renhe Jiang, Jinliang Deng, Xuan Song
2023 J jnl
Hyper-Relational Knowledge Graph Neural Network for Next POI.
CoRR
Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Zipei Fan, Xuan Song
2023 J jnl
IIoT Based Trustworthy Demographic Dynamics Tracking With Advanced Bayesian Learning.
IEEE Trans. Netw. Sci. Eng.
Peiran Li, Haoran Zhang, Wenjing Li, Keping Yu, Ali Kashif Bashir, Ahmad Ali AlZubi, Jinyu Chen, Xuan Song, Ryosuke Shibasaki
2023 J jnl
Internet of Things Positioning Technology Based Intelligent Delivery System.
IEEE Trans. Intell. Transp. Syst.
Yuhao Yao, Haoran Zhang, Lifeng Lin, Guixu Lin, Ryosuke Shibasaki, Xuan Song, Keping Yu
2023 J jnl
LTP-Net: Life-Travel Pattern Based Human Mobility Signature Identification.
IEEE Trans. Intell. Transp. Syst.
Yuhao Yao, Haoran Zhang, Xiaodan Shi, Jinyu Chen, Wenjing Li, Xuan Song, Ryosuke Shibasaki
2023 A* conf
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting.
IJCAI
Jiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song
2023 J jnl
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting.
CoRR
Jiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song
2023 A* conf
Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster.
WWW
Renhe Jiang, Zhaonan Wang, Yudong Tao, Chuang Yang, Xuan Song, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu
2023 J jnl
Learning Structured Components: Towards Modular and Interpretable Multivariate Time Series Forecasting.
CoRR
Jinliang Deng, Xiusi Chen, Renhe Jiang, Du Yin, Yi Yang, Xuan Song, Ivor W. Tsang
2023 J jnl
Learning to Generate Pseudo Personal Mobility.
CoRR
Peiran Li, Haoran Zhang, Wenjing Li, Dou Huang, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Ryosuke Shibasaki
2023 J jnl
MTMGNN: Multi-time multi-graph neural network for metro passenger flow prediction.
GeoInformatica
Du Yin, Renhe Jiang, Jiewen Deng, Yongkang Li, Yi Xie, Zhongyi Wang, Yifan Zhou, Xuan Song, Jedi S. Shang
2023 A conf
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.
CIKM
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
2023 J jnl
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.
CoRR
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
2023 J jnl
Metagraph-Based Life Pattern Clustering With Big Human Mobility Data.
IEEE Trans. Big Data
Wenjing Li, Haoran Zhang, Jinyu Chen, Peiran Li, Yuhao Yao, Xiaodan Shi, Mariko Shibasaki, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
2023 J jnl
Metapopulation Graph Neural Networks: Deep Metapopulation Epidemic Modeling with Human Mobility.
CoRR
Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2023 J jnl
Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory.
IEEE Trans. Intell. Transp. Syst.
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2023 J jnl
Mobility Tableau: Human Mobility Similarity Measurement for City Dynamics.
IEEE Trans. Intell. Transp. Syst.
Yuhao Yao, Haoran Zhang, Jinyu Chen, Wenjing Li, Ryosuke Shibasaki, Xuan Song
2023 J jnl
Modifiable Areal Unit Problem on Grided Mobile Crowd Sensing: Analysis and Restoration.
IEEE Trans. Mob. Comput.
Yuhao Yao, Haoran Zhang, Defan Feng, Jinyu Chen, Wenjing Li, Ryosuke Shibasaki, Xuan Song
2023 J jnl
Multi-Task Weakly Supervised Learning for Origin-Destination Travel Time Estimation.
IEEE Trans. Knowl. Data Eng.
Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song
2023 J jnl
Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation.
CoRR
Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song
2023 J jnl
PredLife: Predicting Fine-Grained Future Activity Patterns.
IEEE Trans. Big Data
Wenjing Li, Xiaodan Shi, Dou Huang, Xudong Shen, Jinyu Chen, Hill Hiroki Kobayashi, Haoran Zhang, Xuan Song, Ryosuke Shibasaki
2023 J jnl
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction.
IEEE Trans. Knowl. Data Eng.
Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song
2023 J jnl
STAEformer: Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting.
CoRR
Hangchen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song
2023 — conf
Sequence-Graph Fusion Neural Network for User Mobile App Behavior Prediction.
ECML/PKDD (6)
Yizhuo Wang, Renhe Jiang, Hangchen Liu, Du Yin, Xuan Song
2023 A conf
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting.
CIKM
Hangchen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song
2023 A* conf
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting.
AAAI
Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura
2023 J jnl
Spatio-Temporal-Decoupled Masked Pre-training: Benchmarked on Traffic Forecasting.
CoRR
Haotian Gao, Renhe Jiang, Zheng Dong, Jinliang Deng, Yuxin Ma, Xuan Song
2023 A conf
Towards an Event-Aware Urban Mobility Prediction System.
WSDM
Zhaonan Wang, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2022 B conf
A Geomagnetic Sensor Dataset for Traffic Flow Prediction.
IEEE Big Data
Huanchen Wang, Quanjun Chen, Zheng Dong, Xuan Song, Hao Tian, Donglong Yang, Manxia Liu
2022 J jnl
Big Data and Emergency Management: Concepts, Methodologies, and Applications.
IEEE Trans. Big Data
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
2022 J jnl
Challenges and future directions of secure federated learning: a survey.
Frontiers Comput. Sci.
Kaiyue Zhang, Xuan Song, Chenhan Zhang, Shui Yu
2022 A* conf
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract).
ICDE
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
2022 J jnl
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization.
CoRR
Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song
2022 A* conf
EAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning.
ICML
Shuang Ao, Tianyi Zhou, Jing Jiang, Guodong Long, Xuan Song, Chengqi Zhang
2022 J jnl
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout.
CoRR
Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Boyuan Zhang, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Xuan Song
2022 A* conf
Event-Aware Multimodal Mobility Nowcasting.
AAAI
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki
2022 — conf
Exploring intercity regional similarity using worldwide location-based social network data (demo paper).
SIGSPATIAL/GIS
Zipei Fan, Guixu Lin, Wei Yuan, Ryosuke Shibasaki, Pengpeng E, Xuan Song
2022 — conf
Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset.
ITSC
Haoyuan Ma, Mintao Zhou, Xiaodong Ouyang, Du Yin, Renhe Jiang, Xuan Song
2022 J jnl
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation.
CoRR
Zhiwen Zhang, Hongjun Wang, Jiyuan Chen, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2022 J jnl
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation.
IEEE Internet Things J.
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
2022 A conf
Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility.
CIKM
Yongkang Li, Zipei Fan, Jixiao Zhang, Dengheng Shi, Tianqi Xu, Du Yin, Jinliang Deng, Xuan Song
2022 J jnl
Human Mobility-based Individual-level Epidemic Simulation Platform.
ACM Trans. Spatial Algorithms Syst.
Zipei Fan, Chuang Yang, Zhiwen Zhang, Xuan Song, Yinghao Liu, Renhe Jiang, Quanjun Chen, Ryosuke Shibasaki
2022 B conf
Learning Latent Road Correlations from Trajectories.
IEEE Big Data
Zheng Dong, Quanjun Chen, Renhe Jiang, Huanchen Wang, Xuan Song, Hao Tian
2022 — conf
MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks.
ECML/PKDD (6)
Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2022 J jnl
Online Trajectory Prediction for Metropolitan Scale Mobility Digital Twin.
CoRR
Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
2022 — conf
Online trajectory prediction for metropolitan scale mobility digital twin.
SIGSPATIAL/GIS
Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
2022 J jnl
Phone-based Ambient Temperature Measurement with a New Confidence-based Truth Inference Model.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Dayin Chen, Xiaodan Shi, Xuan Song, Zhiheng Chen, Haoran Zhang
2022 J jnl
Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System.
ACM Trans. Intell. Syst. Technol.
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
2022 — conf
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories.
ECML/PKDD (6)
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
2022 J jnl
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories.
CoRR
Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki
2022 J jnl
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction.
CoRR
Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song
2022 — ed.
Spatial Data and Intelligence - Third International Conference, SpatialDI 2022, Wuhan, China, August 5-7, 2022, Revised Selected Papers
SpatialDI
Huayi Wu, Yu Liu, Jianzhong Li, Xiaofeng Meng, Qingfeng Guan, Xuan Song, Guoqiong Liao, Guoliang Li
2022 J jnl
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting.
CoRR
Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura
2022 B conf
The Impact of COVID-19 on Human Mobility: A Case Study on New York.
IEEE Big Data
Xinchen Hao, Renhe Jiang, Jiewen Deng, Xuan Song
2022 J jnl
TrafPS: A Visual Analysis System Interpreting Traffic Prediction in Shapley.
CoRR
Yifan Jiang, Zezheng Feng, Hongjun Wang, Zipei Fan, Xuan Song
2022 J jnl
Will you go where you search? A deep learning framework for estimating user search-and-go behavior.
Neurocomputing
Renhe Jiang, Quanjun Chen, Zekun Cai, Zipei Fan, Xuan Song, Kota Tsubouchi, Ryosuke Shibasaki
2022 B conf
Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and Osaka.
IEEE Big Data
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song, Ryosuke Shibasaki
2021 J jnl
A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting.
CoRR
Jinliang Deng, Xiusi Chen, Renhe Jiang, Xuan Song, Ivor W. Tsang
2021 J jnl
An open GPS trajectory dataset and benchmark for travel mode detection.
CoRR
Jinyu Chen, Haoran Zhang, Xuan Song, Ryosuke Shibasaki
2021 — conf
Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19.
ECML/PKDD (4)
Renhe Jiang, Zhaonan Wang, Zekun Cai, Chuang Yang, Zipei Fan, Tianqi Xia, Go Matsubara, Hiroto Mizuseki, Xuan Song, Ryosuke Shibasaki
2021 A conf
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction.
CIKM
Renhe Jiang, Du Yin, Zhaonan Wang, Yizhuo Wang, Jiewen Deng, Hangchen Liu, Zekun Cai, Jinliang Deng, Xuan Song, Ryosuke Shibasaki
2021 J jnl
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction.
CoRR
Renhe Jiang, Du Yin, Zhaonan Wang, Yizhuo Wang, Jiewen Deng, Hangchen Liu, Zekun Cai, Jinliang Deng, Xuan Song, Ryosuke Shibasaki
2021 — conf
Data-Driven In-Crisis Community Identification for Disaster Response and Management.
CIC
Yudong Tao, Renhe Jiang, Erik Coltey, Chuang Yang, Xuan Song, Ryosuke Shibasaki, Mei-Ling Shyu, Shu-Ching Chen
2021 J jnl
Data-driven hospital personnel scheduling optimization through patients prediction.
CCF Trans. Pervasive Comput. Interact.
Defan Feng, Yu Mo, Zhiyao Tang, Quanjun Chen, Haoran Zhang, Rajendra Akerkar, Xuan Song
2021 J jnl
Differentiable Projection for Constrained Deep Learning.
CoRR
Dou Huang, Haoran Zhang, Xuan Song, Ryosuke Shibasaki
2021 J jnl
Effective Metagraph-based Life Pattern Clustering with Big Human Mobility Data.
CoRR
Wenjing Li, Haoran Zhang, Jinyu Chen, Peiran Li, Yuhao Yao, Mariko Shibasaki, Xuan Song, Ryosuke Shibasaki
2021 J jnl
Event-Aware Multimodal Mobility Nowcasting.
CoRR
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki
2021 J jnl
FedVoting: A Cross-Silo Boosting Tree Construction Method for Privacy-Preserving Long-Term Human Mobility Prediction.
Sensors
Yinghao Liu, Zipei Fan, Xuan Song, Ryosuke Shibasaki
2021 A* conf
Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks.
ICDE
Zhaonan Wang, Tianqi Xia, Renhe Jiang, Xin Liu, Kyoung-Sook Kim, Xuan Song, Ryosuke Shibasaki
2021 J jnl
Mobsimilarity: Vector Graph Optimization for Mobility Tableau Comparison.
CoRR
Yuhao Yao, Haoran Zhang, Jinyu Chen, Wenjing Li, Mariko Shibasaki, Ryosuke Shibasaki, Xuan Song
2021 A* conf
ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting.
KDD
Jinliang Deng, Xiusi Chen, Renhe Jiang, Xuan Song, Ivor W. Tsang
2021 J jnl
Small World Model for scaling up prediction result based on SEIR model.
CoRR
Guixu Lin, Peiran Li, Yicheng Zhao, Haoran Zhang, Xuan Song
2021 A conf
Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction.
CIKM
Zhaonan Wang, Renhe Jiang, Zekun Cai, Zipei Fan, Xin Liu, Kyoung-Sook Kim, Xuan Song, Ryosuke Shibasaki
2021 J jnl
The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting.
ACM Trans. Knowl. Discov. Data
Jinliang Deng, Xiusi Chen, Zipei Fan, Renhe Jiang, Xuan Song, Ivor W. Tsang
2021 J jnl
Transfer Urban Human Mobility via POI Embedding over Multiple Cities.
Trans. Data Sci.
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Zhaonan Wang, Quanjun Chen, Zekun Cai, Ryosuke Shibasaki
2020 J jnl
A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping.
Remote. Sens.
Viet-Ha Nhu, Phuong-Thao Thi Ngo, Tien Dat Pham, Jie Dou, Xuan Song, Nhat-Duc Hoang, An Dang Tran, Phan Cao Duong, Ibrahim Berkan Aydilek, Mahdis Amiri, Romulus Costache, Pham Viet Hoa, Dieu Tien Bui
2020 C conf
CoolPath: An Application for Recommending Pedestrian Routes with Reduced Heatstroke Risk.
W2GIS
Tianqi Xia, Adam Jatowt, Zhaonan Wang, Ruochen Si, Haoran Zhang, Xin Liu, Ryosuke Shibasaki, Xuan Song, Kyoung-Sook Kim
2020 — conf
DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction.
SIGSPATIAL/GIS
Quanjun Chen, Renhe Jiang, Chuang Yang, Zekun Cai, Zipei Fan, Kota Tsubouchi, Ryosuke Shibasaki, Xuan Song
2020 J jnl
EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control.
CoRR
Zhiwen Zhang, Chuang Yang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki
2020 J jnl
Human mobility based individual-level epidemic simulation platform.
ACM SIGSPATIAL Special
Zipei Fan, Xuan Song, Yinghao Liu, Zhiwen Zhang, Chuang Yang, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki
2020 J jnl
Trajectory fingerprint: one-shot human trajectory identification using Siamese network.
CCF Trans. Pervasive Comput. Interact.
Zipei Fan, Xuan Song, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki, Kota Tsubouchi
2019 — conf
A Variational Autoencoder Based Generative Model of Urban Human Mobility.
MIPR
Dou Huang, Xuan Song, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki, Yu Zhang, Haizhong Wang, Yugo Kato
2019 J jnl
Decentralized Attention-based Personalized Human Mobility Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Zipei Fan, Xuan Song, Renhe Jiang, Quanjun Chen, Ryosuke Shibasaki
2019 — conf
Deep Multiple Instance Learning for Human Trajectory Identification.
SIGSPATIAL/GIS
Zipei Fan, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki, Xuan Song, Kota Tsubouchi
2019 A* conf
DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events.
KDD
Renhe Jiang, Xuan Song, Dou Huang, Xiaoya Song, Tianqi Xia, Zekun Cai, Zhaonan Wang, Kyoung-Sook Kim, Ryosuke Shibasaki
2019 J jnl
Guest editorial: special issue on big data for effective disaster management (In Memorial of Tao Li).
World Wide Web
Xuan Song, Song Guo, Haizhong Wang
2019 J jnl
Improved Bathymetric Mapping of Coastal and Lake Environments Using Sentinel-2 and Landsat-8 Images.
Sensors
Ali P. Yunus, Jie Dou, Xuan Song, Ram Avtar
2019 J jnl
Integrating GPS trajectory and topics from Twitter stream for human mobility estimation.
Frontiers Comput. Sci.
Satoshi Miyazawa, Xuan Song, Tianqi Xia, Ryosuke Shibasaki, Hodaka Kaneda
2019 — ed.
Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility, PredictGIS 2018, Seattle, WA, USA, November 6, 2018
PredictGIS@SIGSPATIAL
Akihito Sudo, Yoshihide Sekimoto, Lau Hoong Chin, Xuan Song, Takahiro Yabe
2019 J jnl
VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction.
CoRR
Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Xuan Song, Kota Tsubouchi, Ryosuke Shibasaki
2019 J jnl
Visual graph mining for graph matching.
Comput. Vis. Image Underst.
Quanshi Zhang, Xuan Song, Yu Yang, Haotian Ma, Ryosuke Shibasaki
2018 — conf
A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data.
MIPR
Quanjun Chen, Xuan Song, Zipei Fan, Tianqi Xia, Harutoshi Yamada, Ryosuke Shibasaki
2018 J jnl
Deep ROI-Based Modeling for Urban Human Mobility Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Qi Chen, Ryosuke Shibasaki
2018 — conf
DeepRailway: A Deep Learning System for Forecasting Railway Traffic.
MIPR
Tianqi Xia, Xuan Song, Zipei Fan, Hiroshi Kanasugi, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki
2018 A* conf
DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction.
AAAI
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki
2018 J jnl
Editorial Introduction to the Special Issue on Multimedia Big Data for Extreme Events.
IEEE Trans. Multim.
Tao Li, Xuan Song, Shu-Ching Chen, Ryosuke Shibasaki, Rajendra Akerkar
2018 J jnl
Online Deep Ensemble Learning for Predicting Citywide Human Mobility.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Zipei Fan, Xuan Song, Tianqi Xia, Renhe Jiang, Ryosuke Shibasaki, Ritsu Sakuramachi
2018 J jnl
Predictgis 2018 workshop report held in conjunction with ACM SIGSPATIAL 2018.
ACM SIGSPATIAL Special
Akihito Sudo, Yoshihide Sekimoto, Lau Honng Chuin, Xuan Song, Takahiro Yabe
2017 J jnl
DeepMob: Learning Deep Knowledge of Human Emergency Behavior and Mobility from Big and Heterogeneous Data.
ACM Trans. Inf. Syst.
Xuan Song, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie, Tao Li, Ryutaro Adachi
2017 — conf
Outbound behavior analysis through social network data: A case study of Chinese people in Japan.
IEEE BigData
Tianqi Xia, Xuan Song, Dou Huang, Satoshi Miyazawa, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki
2017 J jnl
Prediction and Simulation of Human Mobility Following Natural Disasters.
ACM Trans. Intell. Syst. Technol.
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie
2017 J jnl
Visual Graph Mining.
CoRR
Quanshi Zhang, Xuan Song, Ryosuke Shibasaki
2016 A* conf
A Collaborative Filtering Approach to Citywide Human Mobility Completion from Sparse Call Records.
IJCAI
Zipei Fan, Ayumi Arai, Xuan Song, Apichon Witayangkurn, Hiroshi Kanasugi, Ryosuke Shibasaki
2016 Misc conf
CityCoupling: bridging intercity human mobility.
UbiComp
Zipei Fan, Xuan Song, Ryosuke Shibasaki, Tao Li, Hodaka Kaneda
2016 A* conf
DeepTransport: Prediction and Simulation of Human Mobility and Transportation Mode at a Citywide Level.
IJCAI
Xuan Song, Hiroshi Kanasugi, Ryosuke Shibasaki
2016 A* conf
Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference.
AAAI
Quanjun Chen, Xuan Song, Harutoshi Yamada, Ryosuke Shibasaki
2016 J jnl
Object Discovery: Soft Attributed Graph Mining.
IEEE Trans. Pattern Anal. Mach. Intell.
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki
2016 — conf
Particle filter for real-time human mobility prediction following unprecedented disaster.
SIGSPATIAL/GIS
Akihito Sudo, Takehiro Kashiyama, Takahiro Yabe, Hiroshi Kanasugi, Xuan Song, Tomoyuki Higuchi, Shin'ya Nakano, Masaya M. Saito, Yoshihide Sekimoto
2015 A* conf
A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data.
AAAI
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie
2015 Misc conf
CityMomentum: an online approach for crowd behavior prediction at a citywide level.
UbiComp
Zipei Fan, Xuan Song, Ryosuke Shibasaki, Ryutaro Adachi
2015 J jnl
From RGB-D Images to RGB Images: Single Labeling for Mining Visual Models.
ACM Trans. Intell. Syst. Technol.
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki
2014 A* conf
Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns.
CVPR
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki
2014 Misc conf
CitySpectrum: a non-negative tensor factorization approach.
UbiComp
Zipei Fan, Xuan Song, Ryosuke Shibasaki
2014 A* conf
Intelligent System for Urban Emergency Management during Large-Scale Disaster.
AAAI
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki
2014 A* conf
Prediction of human emergency behavior and their mobility following large-scale disaster.
KDD
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki
2014 A* conf
Start from minimum labeling: Learning of 3D object models and point labeling from a large and complex environment.
ICRA
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki
2014 A* conf
When 3D Reconstruction Meets Ubiquitous RGB-D Images.
CVPR
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki
2013 J jnl
A fully online and unsupervised system for large and high-density area surveillance: Tracking, semantic scene learning and abnormality detection.
ACM Trans. Intell. Syst. Technol.
Xuan Song, Xiaowei Shao, Quanshi Zhang, Ryosuke Shibasaki, Huijing Zhao, Jinshi Cui, Hongbin Zha
2013 J jnl
A novel dynamic model for multiple pedestrians tracking in extremely crowded scenarios.
Inf. Fusion
Xuan Song, Xiaowei Shao, Quanshi Zhang, Ryosuke Shibasaki, Huijing Zhao, Hongbin Zha
2013 J jnl
An online system for multiple interacting targets tracking: Fusion of laser and vision, tracking and learning.
ACM Trans. Intell. Syst. Technol.
Xuan Song, Huijing Zhao, Jinshi Cui, Xiaowei Shao, Ryosuke Shibasaki, Hongbin Zha
2013 A* conf
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models.
CVPR
Quanshi Zhang, Xuan Song, Xiaowei Shao, Ryosuke Shibasaki, Huijing Zhao
2013 J jnl
Intelligent System for Human Behavior Analysis and Reasoning Following Large-Scale Disasters.
IEEE Intell. Syst.
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Teerayut Horanont, Satoshi Ueyama, Ryosuke Shibasaki
2013 J jnl
Laser-based tracking of multiple interacting pedestrians via on-line learning.
Neurocomputing
Xuan Song, Jinshi Cui, Huijing Zhao, Hongbin Zha, Ryosuke Shibasaki
2013 A* conf
Learning Graph Matching: Oriented to Category Modeling from Cluttered Scenes.
ICCV
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki
2013 A* conf
Modeling and probabilistic reasoning of population evacuation during large-scale disaster.
KDD
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Teerayut Horanont, Satoshi Ueyama, Ryosuke Shibasaki
2013 A* conf
Unsupervised 3D category discovery and point labeling from a large urban environment.
ICRA
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki
2013 J jnl
Unsupervised skeleton extraction and motion capture from 3D deformable matching.
Neurocomputing
Quanshi Zhang, Xuan Song, Xiaowei Shao, Ryosuke Shibasaki, Huijing Zhao
2012 A* conf
Laser-based intelligent surveillance and abnormality detection in extremely crowded scenarios.
ICRA
Xuan Song, Xiaowei Shao, Quanshi Zhang, Ryosuke Shibasaki, Huijing Zhao, Hongbin Zha
2011 A* conf
A novel laser-based system: Fully online detection of abnormal activity via an unsupervised method.
ICRA
Xuan Song, Xiaowei Shao, Ryosuke Shibasaki, Huijing Zhao, Jinshi Cui, Hongbin Zha
2010 A* conf
An online approach: Learning-Semantic-Scene-by-Tracking and Tracking-by-Learning-Semantic-Scene.
CVPR
Xuan Song, Xiaowei Shao, Huijing Zhao, Jinshi Cui, Ryosuke Shibasaki, Hongbin Zha
2010 A* conf
Fusion of laser and vision for multiple targets tracking via on-line learning.
ICRA
Xuan Song, Huijing Zhao, Jinshi Cui, Xiaowei Shao, Ryosuke Shibasaki, Hongbin Zha
2009 C conf
Combining Laser-Scanning Data and Images for Target Tracking and Scene Modeling.
ISRR
Hongbin Zha, Huijing Zhao, Jinshi Cui, Xuan Song, Xianghua Ying
2008 A conf
Probabilistic Detection-based Particle Filter for Multi-target Tracking.
BMVC
Xuan Song, Jinshi Cui, Hongbin Zha, Huijing Zhao
2008 A* conf
Tracking interacting targets with laser scanner via on-line supervised learning.
ICRA
Xuan Song, Jinshi Cui, Xulei Wang, Huijing Zhao, Hongbin Zha
2008 — conf
Vision-Based Multiple Interacting Targets Tracking via On-Line Supervised Learning.
ECCV (3)
Xuan Song, Jinshi Cui, Hongbin Zha, Huijing Zhao