百晓学者学者目录

宋轩

副教授、助理教授、博士生导师、教授、研究员，吉林大学

精选作品

期刊论文

2026

Scaling Mobile IoT Connectivity with eSIM: A Temporal Event Modeling Approach

Si-Cong Liao, Fei Yuan, Guo-Sheng Wang, Lei Yang, Xuan Song

IEEE Conference on Computer Communications

DOI

2026

SSCTAD: Semi-Supervised Contrastive Learning for Trajectory Anomaly Detection

Jiaqi Zhang, Zi-Pei Fan, Xuan Song, Ryosuke Shibasaki

IEEE transactions on intelligent transportation systems (Print)

DOI

2026

Two-Stage Fine-Grained Trajectory Generation Constrained by Road Networks

Ze-Wu Lv, Zi-Pei Fan, Zhiwen Zhang, Xuan Song

Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence

DOI

2026

Learn to Cluster Human Mobility Pattern for Post-Disaster Analysis

Wen-Jing Li, Jinyu Chen, Yuhao Yao, Pei-Ran Li, Hill Hiroki Kobayashi, Hao-Ran Zhang, Xuan Song, Ryosuke Shibasaki, Xiao-Dan Shi

IEEE Transactions on Big Data

DOI

2026

Taming Spatial Heterophily and Temporal Irregularity: A Curriculum Learning Approach for Traffic Forecasting

Hong-Jun Wang, Zhiwen Zhang, Ji-Yuan Chen, Zi-Pei Fan, Renhe Jiang, Wei Yuan, Ryosuke Shibasaki, Xuan Song

IEEE transactions on intelligent transportation systems (Print)

DOI

2026

MobileLLM: Semantic-Enhanced Large Language Model for Multimodal Cellular Traffic Prediction in Urban Networks

Hongjun Wang, J Chen, Xuan Song

IEEE Transactions on Mobile Computing

DOI

2026

Deep Noisy-Label Learning via Effective Rank Reduction

Changyi Ma, Zihan Fang, Lihua Zhou, Tao Li, Wenyu Liu, Runsheng Yu, Xuan Song

Lecture notes in computer science

DOI

2026

MorphCast: Geo-Visual Urban Priors for Cellular Traffic Forecasting

Hongjun Wang, Jiyuan Chen, Xuan Song

IEEE Transactions on Mobile Computing

DOI

2025

A decomposable multi-fusion spatio-temporal marine traffic flow forecasting algorithm: Taking the North Sea and Baltic Sea region as an example

Yi Yuan, Hetian Guo, Zipei Fan, Yingzhi Peng, Jiaqi Zhang, Xuan Song, Ryosuke Shibasaki

Transportation Research Part E-Logistics And Transportation Review，Vol. 203

DOI

2025

Emergency Management in Japan: Human Decision-Making Strategy Analysis During Large-Scale Earthquake

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

Transactions In Gis，Vol. 290, No. 1

DOI

2025

Utilizing mobile phone big data to simulate the impact of park boundary openness on the accessibility

Wenjing Li, Haoran Zhang, Wenzhou Liu, Jinyu Chen, Peiran Li, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki

Cities，Vol. 1560

DOI

2025

AISFuser: Encoding Maritime Graphical Representations With Temporal Attribute Modeling for Vessel Trajectory Prediction

Zhiwen Zhang, Wei Yuan, Zi-Pei Fan, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

Corrigendum to “Utilizing mobile phone big data to simulate the impact of park boundary openness on the accessibility” [Cities 156 (2025, January) 105547]

Wen-Jing Li, Hao-Ran Zhang, Wenzhou Liu, Jinyu Chen, Pei-Ran Li, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki

Cities

DOI

2025

Similarity Search with Data Missing

Chang-Yi Ma, Xuan Song

ACM Transactions on Intelligent Systems and Technology

DOI

2025

DeepTrafficSense: A Dual-Perspective Framework for Road Travel Time Estimation

Shuang-Yan Han, Zhi-Hui Li, Xian-Min Song, Xuan Song, Yuncong Xie, Wenyuan Lei

IEEE Internet of Things Journal

DOI

2025

Accelerating flood warnings by 10 hours: the power of river network topology in AI-enhanced flood forecasting

Hongjun Wang, Jiyuan Chen, Yinqiang Zheng, Xuan Song

npj natural hazards.

DOI

2025

Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario

Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Renhe Jiang, Xuan Song

IEEE Transactions on Mobile Computing

DOI

2025

Not All Degradations are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution

Hongjun Wang, Jiyuan Chen, Zhengwei Yin, Xuan Song, Yinqiang Zheng

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Tiered Spatio-Temporal Difficulty: Curriculum Scheduler for Multi-Sensor Traffic Flow Prediction

Zhiwen Zhang, Hongjun Wang, Zipei Fan, Renhe Jiang, Wei Yuan, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Mobile Computing

DOI

2025

Trajectory generative models: a survey from unconditional and conditional perspectives

Weiping Zhu, Renhe Jiang, Dongyuan Li, Xiangjie Kong, Xuan Song

GeoInformatica

DOI

2024

制造业产品生命周期多维数据空间服务理论

宋轩

2024

Learning spatio-temporal dynamics on mobility networks for adaptation to open-world events

Zhaonan Wang, Renhe Jiang, Hao Xue, F. Salim, Xuan Song, Ryosuke Shibasaki, Wei Hu, Shaowen Wang

Artificial Intelligence

DOI

2024

Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic Spread

Zhiwen Zhang, Hong-Jun Wang, Zi-Pei Fan, Xuan Song, Ryosuke Shibasaki

ACM Transactions on Knowledge Discovery from Data

DOI

2024

A Phone-Based Distributed Ambient Temperature Measurement System With an Efficient Label-Free Automated Training Strategy

Da-Yin Chen, Xiao-Dan Shi, Haoran Zhang, Xuan Song, Dong-Xiao Zhang, Yun-Tian Chen, Jin-Yue Yan

IEEE Transactions on Mobile Computing

DOI

2024

Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks

Ze-Kun Cai, Renhe Jiang, Xinlei Lian, Chuang Yang, Zhaonan Wang, Zi-Pei Fan, K. Tsubouchi, H. Kobayashi, Xuan Song, R. Shibasaki

IEEE Transactions on Mobile Computing

DOI

2024

Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting

Jinliang Deng, Feiyang Ye, Du Yin, Xuan Song, I. Tsang, Hui Xiong

Neural Information Processing Systems

DOI

2024

Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting

Zheng Dong, Renhe Jiang, Haotian Gao, Hang-Chen Liu, Jinliang Deng, Qingsong Wen, Xuan Song

Knowledge Discovery and Data Mining

DOI

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

DOI

2024

Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning

Jiewen Deng, Renhe Jiang, Jiaqi Zhang, Xuan Song

DOI

2024

Heterogeneous Hyperbolic Hypergraph Neural Network for Friend Recommendation in Location-based Social Networks

Yongkang Li, Zipei Fan, Xuan Song

ACM Transactions on Knowledge Discovery from Data

DOI

2024

Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model

Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2023

Using mobile phone big data to identify inequity of aging groups in transit-oriented development station usage: A case of Tokyo

Zhiheng Chen, Peiran Li, YanXiu Jin, Shreyas Bharule, Ning Jia, Wenjing Li, Xuan Song, Ryosuke Shibasaki, Haoran Zhang

Transport Policy，Vol. 132

DOI

2023

Understanding railway usage behavior with ten million GPS records

Yanxiu Jin, Peiran Li, Zhiheng Chen, Shreyas Bharule, Ning Jia, Jinyu Chen, Xuan Song, Ryosuke Shibasaki, Haoran Zhang

Cities，Vol. 1330

DOI

2023

空间数据智能技术发展及应用分析

宋轩，孟小峰，刘克

《中国科学基金》

2023

IoT based Trustworthy Demographic Dynamics Tracking with Advanced Bayesian Learning

Xuan Song, Ryosuke Shibasaki

2023

Metagraph-Based Life Pattern Clustering With Big Human Mobility Data

Wen-Jing Li, Hao-Ran Zhang, Jinyu Chen, Pei-Ran Li, Yuhao Yao, Xiao-Dan Shi, Mariko Shibasaki, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Big Data

DOI

2023

Learning to Generate Pseudo Personal Mobility

Pei-Ran Li, Hao-Ran Zhang, Wen-Jing Li, Dou Huang, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Shibasaki Ryosuke

arXiv.org

DOI

2023

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

Ze-Kun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Dian-Sheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki

International Conference on Information and Knowledge Management

DOI

2023

LTP-Net: Life-Travel Pattern Based Human Mobility Signature Identification

Yuhao Yao, Hao-Ran Zhang, Xiao-Dan Shi, Jinyu Chen, Wen-Jing Li, Xuan Song, Ryosuke Shibasaki

IEEE transactions on intelligent transportation systems (Print)

DOI

2023

PredLife: Predicting Fine-Grained Future Activity Patterns

Wen-Jing Li, Xiao-Dan Shi, Dou Huang, Xudong Shen, Jinyu Chen, H. Kobayashi, H. Zhang, Xuan Song, R. Shibasaki

IEEE Transactions on Big Data

DOI

2023

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

Hang-Chen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song

International Conference on Information and Knowledge Management

DOI

2023

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

Zhiwen Zhang, Hong-Jun Wang, Zi-Pei Fan, Ryosuke Shibasaki, Xuan Song

International Conference on Information and Knowledge Management

DOI

2023

Spatio-Temporal-Decoupled Masked Pre-training: Benchmarked on Traffic Forecasting

Haotian Gao, Renhe Jiang, Zheng Dong, Jinliang Deng, Yuxin Ma, Xuan Song

arXiv.org

DOI

2023

Learning Structured Components: Towards Modular and Interpretable Multivariate Time Series Forecasting

Jinliang Deng, Xiusi Chen, Renhe Jiang, Du Yin, Yi Yang, Xuan Song, I. Tsang

arXiv.org

DOI

2022

Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting

Lingyu Zhang, Xu Geng, Zhiwei Qin, Hongjun Wang, Xiao Wang, Ying Zhang, Jian Liang, Guobin Wu, Xuan Song, Yunhai Wang

Sustainability，Vol. 14, No. 19

DOI

2022

Using mobile phone big data to identify inequity of artificial light at night exposure: A case study in Tokyo

Zhiheng Chen, Peiran Li, Yanxiu Jin, Yuan Jin, Jinyu Chen, Wenjing Li, Xuan Song, Ryusuki Shibasaki, Min Chen, Da Yan, Haoran Zhang

Cities，Vol. 1280

DOI

2022

Epidemic versus economic performances of the COVID-19 lockdown: A big data driven analysis

Haoran Zhang, Peiran Li, Zhiwen Zhang, Wenjing Li, Jinyu Chen, Xuan Song, Ryosuke Shibasaki, Jinyue Yan

Cities，Vol. 1200

DOI

2022

A universal mobility-based indicator for regional health level

Haoran Zhang, Jinyu Chen, Qi Chen, Tianqi Xia, Xin Wang, Wenjing Li, Xuan Song, Ryosuke Shibasaki

Cities，Vol. 1200

DOI

2022

空间数据智能：概念、技术与挑战

宋轩，高云君，李勇，关庆锋，孟小峰

《计算机研究与发展》

预印本

2026

MetaGen: Self-Evolving Roles and Topologies for Multi-Agent LLM Reasoning

Yimeng Wang, Jiaxing Zhao, Hongbin Xie, Ma, Hexing, Yuzhen Lei, Shuangxue Liu, Xuan Song, Zichen Zhang, Haoran Zhang

arXiv (Cornell University)

DOI

2026

Rethinking Video Token Compression with a Global Codebook: Learning Once, Compressing Everywhere

Jiayang He, Tianling Xu, Diancheng Kang, Huaide Jiang, Junyan Bai, Shaoming Zheng, Xuan Song

arXiv preprint

2026

Towards Efficient and Evidence-grounded Mobility Prediction with LLM-Driven Agent

Linyao Chen, Qinlao Zhao, Zechen Li, Mingming Li, Likun Ni, Jinyu Chen, Yuhao Yao, Xuan Song, Noboru Koshizuka, Hiroki Kobayashi

arXiv preprint

2026

Manifold-Aware Temporal Domain Generalization for Large Language Models

Yiheng Yao, Zekun Cai, Xinyuan Song, Hiroki Hill Kobayashi, Xuan Song, Ryosuke Shibasaki, Liang Zhao

arXiv (Cornell University)

DOI

2026

SeMoCo: A Semantic-First Motion Codec for Motion Language Modeling

Tianlv Huang, Hetian Guo, Ziyi Cai, Song Wang, Yanping Zhang, Zipei Fan, Xuan Song, Guangming Wu, Xin Zheng

arXiv preprint

2026

PLaW-VLA: Predictive Latent World Modeling for Vision-Language-Action Policies

Yu Liu, Hetian Guo, Tianlv Huang, Ziyi Cai, Wudi Chen, Hantang Wang, Qiutong Liu, Yingzhi Peng, Wei Han, Peijun Tang, Jianan Wang, Zipei Fan, Zhiyuan Zha, Xuan Song

arXiv preprint

2026

RecToolBench: Benchmarking Recommendation-Specific Tool Orchestration under Fuzzy User Intent

Xiao Chen, Yicheng Zhao, Yingying Wu, Zhendong Chu, Changyi Ma, Qingsong Wen, Xuan Song

arXiv preprint

2026

DLOSAC: Joint Spatial-Geometric Image Estimation via Delaunay-Guided Local Optimization RANSAC

Yu Liu, Meiqi Zhou, Zipei Fan, Guanyuan Feng, Xuan Song

arXiv preprint

2026

Adaptor: Advancing Assistive Teleoperation with Few-Shot Learning and Cross-Operator Generalization

Yu Liu, Yihang Yin, Tianlv Huang, Fei Yan, Yuan Xu, Weinan Hong, Wei Han, Yue Cao, Xiangyu Chen, Zipei Fan, Xuan Song

arXiv preprint

2025

Cochain: Balancing Insufficient and Excessive Collaboration in LLM Agent Workflows

Jiaxing Zhao, Hongbin Xie, Yuzhen Lei, Xuan Song, Zhuoran Shi, Lianxin Li, Shuangxue Liu, Linguo Xie, Haoran Zhang

arXiv preprint

2025

Continuous Domain Generalization

Zekun Cai, Yiheng Yao, Guangji Bai, Renhe Jiang, Xuan Song, Ryosuke Shibasaki, Liang Zhao

arXiv preprint

2025

Resilience Inference for Supply Chains with Hypergraph Neural Network

Zetian Shen, Hongjun Wang, Jiyuan Chen, Xuan Song

arXiv preprint

2025

A Knowledge-Guided Cross-Modal Feature Fusion Model for Local Traffic Demand Prediction

Lingyu Zhang, Pengfei Xu, Guobin Wu, Jian Liang, Ruiyang Dong, Yunhai Wang, Xuan Song

arXiv preprint

2025

MSCoRe: A Benchmark for Multi-Stage Collaborative Reasoning in LLM Agents

Yuzhen Lei, Hongbin Xie, Jiaxing Zhao, Shuangxue Liu, Xuan Song

arXiv preprint

2025

HarmoQ: Harmonized Post-Training Quantization for High-Fidelity Image

Hongjun Wang, Jiyuan Chen, Xuan Song, Yinqiang Zheng

arXiv preprint

2024

Regularized Multi-output Gaussian Convolution Process with Domain Adaptation

Wang Xinming, Wang Chao, Song Xuan, Kirby Levi, Wu Jianguo

arXiv preprint

DOI

2024

Robust Traffic Forecasting against Spatial Shift over Years

Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song

arXiv preprint

2024

Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting

Hongjun Wang, Jiyuan Chen, Lingyu Zhang, Renhe Jiang, Xuan Song

arXiv preprint

2024

TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic

Zezheng Feng, Yifan Jiang, Hongjun Wang, Zipei Fan, Yuxin Ma, Shuang-Hua Yang, Huamin Qu, Xuan Song

arXiv preprint

DOI

2024

Learning to Balance: Diverse Normalization for Cloth-Changing Person Re-Identification

Hongjun Wang, Jiyuan Chen, Zhengwei Yin, Xuan Song, Yinqiang Zheng

arXiv (Cornell University)

DOI

2024

STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting

Hongjun Wang, Jiyuan Chen, Tong Pan, Zheng Dong, Lingyu Zhang, Renhe Jiang, Xuan Song

arXiv preprint

2024

Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned

Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora Salim

arXiv preprint

2024

Continuous Temporal Domain Generalization

Zekun Cai, Guangji Bai, Renhe Jiang, Xuan Song, Liang Zhao

arXiv preprint

2023

Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution

Shuang Ao, Tianyi Zhou, Guodong Long, Xuan Song, Jing Jiang

arXiv preprint

2023

Metapopulation Graph Neural Networks: Deep Metapopulation Epidemic Modeling with Human Mobility

Qi Cao, Renhe Jiang, Chuang Yang, Zipei Fan, Xuan Song, Ryosuke Shibasaki

arXiv preprint

DOI

2023

Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention

Hongjun Wang, Jiyuan Chen, Lun Du, Qiang Fu, Shi Han, Xuan Song

arXiv preprint

2023

Extend Wave Function Collapse to Large-Scale Content Generation

Yuhe Nie, Shaoming Zheng, Zhan Zhuang, Xuan Song

arXiv preprint

2023

Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation

Hongjun Wang, Zhiwen Zhang, Zipei Fan, Jiyuan Chen, Lingyu Zhang, Ryosuke Shibasaki, Xuan Song

arXiv preprint

2023

Adaptive Policy Learning for Offline-to-Online Reinforcement Learning

Han Zheng, Xufang Luo, Pengfei Wei, Xuan Song, Dongsheng Li, Jing Jiang

arXiv preprint

2023

Learning Gaussian Mixture Representations for Tensor Time Series Forecasting

Jiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song

arXiv preprint

2022

ST-ExpertNet: A Deep Expert Framework for Traffic Prediction

Hongjun Wang, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song

arXiv preprint

2022

Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories

Zhiwen Zhang, Hongjun Wang, Zipei Fan, Jiyuan Chen, Xuan Song, Ryosuke Shibasaki

arXiv preprint

2022

Online Trajectory Prediction for Metropolitan Scale Mobility Digital Twin

Zipei Fan, Xiaojie Yang, Wei Yuan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki

arXiv preprint

2022

GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation

Zhiwen Zhang, Hongjun Wang, Jiyuan Chen, Zipei Fan, Xuan Song, Ryosuke Shibasaki

arXiv preprint

2022

TrafPS: A Visual Analysis System Interpreting Traffic Prediction in Shapley

Yifan Jiang, Zezheng Feng, Hongjun Wang, Zipei Fan, Xuan Song

arXiv preprint

2022

MegaCRN: Meta-Graph Convolutional Recurrent Network for Spatio-Temporal Modeling

Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Toyotaro Suzumura, Shintaro Fukushima

arXiv preprint

2022

Spatio-Temporal Meta-Graph Learning for Traffic Forecasting

Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura

arXiv preprint

2022

Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout

Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Boyuan Zhang, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Xuan Song

arXiv preprint

2022

Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization

Mingxin Zhang, Zipei Fan, Ryosuke Shibasaki, Xuan Song

arXiv preprint

DOI

2021

An open GPS trajectory dataset and benchmark for travel mode detection

Jinyu Chen, Haoran Zhang, Xuan Song, Ryosuke Shibasaki

arXiv preprint

2021

Event-Aware Multimodal Mobility Nowcasting

Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki

arXiv preprint

2021

Small World Model for scaling up prediction result based on SEIR model

Guixu Lin, Defan Feng, Peiran Li, Yicheng Zhao, Haoran Zhang, Xuan Song

arXiv preprint

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

arXiv preprint

DOI

2021

A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting

Jinliang Deng, Xiusi Chen, Renhe Jiang, Xuan Song, Ivor W. Tsang

arXiv preprint

2021

Mobsimilarity: Vector Graph Optimization for Mobility Tableau Comparison

Yuhao Yao, Haoran Zhang, Jinyu Chen, Wenjing Li, Mariko Shibasaki, Ryosuke Shibasaki, Xuan Song

arXiv preprint

2021

Differentiable Projection for Constrained Deep Learning

Dou Huang, Haoran Zhang, Xuan Song, Ryosuke Shibasaki

arXiv preprint

2020

Indexing Metric Spaces for Exact Similarity Search

Lu Chen, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu, Xiaoye Miao, Christian S. Jensen

arXiv preprint

2020

EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control

Chuang Yang, Zhiwen Zhang, Zipei Fan, Renhe Jiang, Quanjun Chen, Xuan Song, Ryosuke Shibasaki

arXiv preprint

DOI

2019

VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction

Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Xuan Song, Kota Tsubouchi, Ryosuke Shibasaki

arXiv preprint

2017

Visual Graph Mining

Quanshi Zhang, Xuan Song, Ryosuke Shibasaki

arXiv preprint

研究方向

人工智能数据挖掘城市计算智慧城市智能制造空间数据智能

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