Hitotsubashi Institute for Advanced Study

LI Peiran

Papers

1.	GeoAvatar: A big mobile phone positioning data-driven method for individualized pseudo personal mobility data generation Peiran Li, Haoran Zhang, Wenjing Li, Dou Huang, Zhiling Guo, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Jinyue Yan, Shibasaki Ryosuke, Noboru Koshizuka Computers, Environment and Urban Systems Vol.119,pp.102252 2025.7
2.	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.156,pp.105547 2025.1
3.	Promoting sustainable solar-energy development in harmony with global threatened bird ranges Haoran Zhang, Pengjun Zhao, Wenqian Zhang, Zhenzhong Zeng, Yegang Wu, Peiran Li, Mingkun Jiang, Liqiao Huang, Steven M. Bartell, Weidong Liu, Yuntian Chen, Dongxiao Zhang, Michael Obersteiner, Jinyue Yan Nexus Vol.1,No.2,pp.100017 2024.6
4.	Mutual adaptation: Learning from prototype for time-series prediction Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Xuan Song, Ryosuke Shibasaki IEEE Transactions on Artificial Intelligence Vol.5,No.3,pp.1247-1262 2024.3
5.	Accurate and generalizable photovoltaic panel segmentation using deep learning for imbalanced datasets Zhiling Guo, Zhan Zhuang, Hongjun Tan, Zhengguang Liu, Peiran Li, Zhengyuan Lin, Wen Long Shang, Haoran Zhang, Jinyue Yan Renewable Energy Vol.219 2023.12
6.	IIoT Based Trustworthy Demographic Dynamics Tracking with Advanced Bayesian Learning Peiran Li, Haoran Zhang, Wenjing Li, Keping Yu, Ali Kashif Bashir, Ahmad Ali Alzubi, Jinyu Chen, Xuan Song, Ryosuke Shibasaki IEEE Transactions on Network Science and Engineering Vol.10,No.5,pp.2745-2754 2023.9
7.	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, Yan Xiu Jin, Shreyas Bharule, Ning Jia, Wenjing Li, Xuan Song, Ryosuke Shibasaki, Haoran Zhang Transport Policy Vol.132,pp.65-75 2023.3
8.	Metagraph-Based Life Pattern Clustering with Big Human Mobility Data Wenjing Li, Haoran Zhang, Jinyu Chen, Peiran Li, Yuhao Yao, Xiaodan Shi, Mariko Shibasaki, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki IEEE Transactions on Big Data Vol.9,No.1,pp.227-240 2023.2
9.	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.133 2023.2
10.	A Dual-Flow Attentive Network With Feature Crossing for Chained Trip Purpose Inference Suxing Lyu, Tianyang Han, Peiran Li, Xingyu Luo, Takahiko Kusakabe IEEE Transactions on Intelligent Transportation Systems Vol.24,No.1,pp.631-644 2023.1
11.	User demographic characteristics inference based on big GPS trajectory data Peiran Li, Haoran Zhang, Wenjing Li, Jinyu Chen, Junxiang Zhang, Xuan Song, Ryosuke Shibasaki Handbook of Mobility Data Mining: Volume 2: Mobility Analytics and Prediction Vol.2,pp.75-93 2023.1
12.	Trajectory super-resolution methods Xudong Shen, Dou Huang, Peiran Li, Ning Xu Handbook of Mobility Data Mining: Volume 1: Data Preprocessing and Visualization Vol.1,pp.139-156 2023.1
13.	MobCovid: Confirmed Cases Dynamics Driven Time Series Prediction of Crowd in Urban Hotspot Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Satoshi Miyazawa, Xuan Song, Ryosuke Shibasaki IEEE Transactions on Neural Networks and Learning Systems 2023
14.	Investigation on the Relationship between Population Density and Satellite Image Features-a Deep Learning Based Approach Junxiang Zhang, Peiran Li, Haoran Zhang, Xuan Song Journal of Geodesy and Geoinformation Science Vol.5,No.4,pp.50-58 2022.12
15.	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.128 2022.9
16.	Roadmap to hydrogen society of Tokyo: Locating priority of hydrogen facilities based on multiple big data fusion Jinyu Chen, Qiong Zhang, Ning Xu, Wenjing Li, Yuhao Yao, Peiran Li, Qing Yu, Chuang Wen, Xuan Song, Ryosuke Shibasaki, Haoran Zhang Applied Energy Vol.313 2022.5
17.	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.120 2022.1
18.	Understanding rooftop PV panel semantic segmentation of satellite and aerial images for better using machine learning Peiran Li, Haoran Zhang, Zhiling Guo, Suxing Lyu, Jinyu Chen, Wenjing Li, Xuan Song, Ryosuke Shibasaki, Jinyue Yan Advances in Applied Energy Vol.4 2021.11
19.	National level assessment of using existing airport infrastructures for photovoltaic deployment Mingkun Jiang, Lingfei Qi, Ziyi Yu, Dadi Wu, Pengfei Si, Peiran Li, Wendong Wei, Xinhai Yu, Jinyue Yan Applied Energy Vol.298 2021.9
20.	A spatial finer electric load estimation method based on night-light satellite image Peiran Li, Haoran Zhang, Xin Wang, Xuan Song, Ryosuke Shibasaki Energy Vol.209 2020.10
21.	Large-Scale and Refined Green Space Identification-Based Sustainable Urban Renewal Mode Assessment Rong Guo, Xiaoya Song, Peiran Li, Guangming Wu, Zhiling Guo Mathematical Problems in Engineering Vol.2020 2020
22.	Unequal city resident’s exposure to PM<inf>2.5</inf>-A case study of Shanghai Yin Long, Peiran Li, Alexandros Gasparato, Deljana Iossifova, Nannan Dong Energy Proceedings Vol.13 2020

▼display all

Misc.

Research Projects