蔡沢坤 (Zekun Cai) - マイポータル

基本情報

所属: LocationMind

学位: 博士(2024年9月東京大学)

研究者番号: 01014745
ORCID iD: https://orcid.org/0000-0002-5773-1395
J-GLOBAL ID: 202401020460416988
researchmap会員ID: R000077836

論文

Continuous Domain Generalization.

Zekun Cai, Yiheng Yao, Guangji Bai, Renhe Jiang, Xuan Song 0001, Ryosuke Shibasaki, Liang Zhao 0002

CoRR abs/2505.13519 2025年5月
Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks.

Zekun Cai, Renhe Jiang, Xinlei Lian, Chuang Yang, Zhaonan Wang 0001, Zipei Fan, Kota Tsubouchi, Hill Hiroki Kobayashi, Xuan Song 0001, Ryosuke Shibasaki

IEEE Trans. Mob. Comput. 23(5) 5433-5445 2024年5月
Continuous Temporal Domain Generalization.

Zekun Cai, Guangji Bai, Renhe Jiang, Xuan Song 0001, Liang Zhao 0002

NeurIPS 2024年
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction.

Hongjun Wang 0007, Jiyuan Chen, Zipei Fan, Zhiwen Zhang, Zekun Cai, Xuan Song 0001

IEEE Transactions on Knowledge and Data Engineering 35(7) 7512-7525 2023年7月
Real-World Video for Zoom Enhancement based on Spatio-Temporal Coupling.

Zhiling Guo, Yinqiang Zheng, Haoran Zhang 0002, Xiaodan Shi, Zekun Cai, Ryosuke Shibasaki, Jinyue Yan

CoRR abs/2306.13875 2023年
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.

Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang 0001, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song 0001, Ryosuke Shibasaki

CIKM 193-202 2023年
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction.

Renhe Jiang, Zekun Cai, Zhaonan Wang 0001, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song 0001, Ryosuke Shibasaki

IEEE Transactions on Knowledge and Data Engineering 35(1) 276-290 2023年
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract).

Renhe Jiang, Zekun Cai, Zhaonan Wang 0001, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song 0001, Ryosuke Shibasaki

38th IEEE International Conference on Data Engineering(ICDE) 1519-1520 2022年
Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and Osaka.

Renhe Jiang, Zekun Cai, Zhaonan Wang 0001, Chuang Yang, Zipei Fan, Quanjun Chen, Kota Tsubouchi, Xuan Song 0001, Ryosuke Shibasaki

IEEE International Conference on Big Data 6676-6677 2022年
Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System.

Renhe Jiang, Zekun Cai, Zhaonan Wang 0001, Chuang Yang, Zipei Fan, Quanjun Chen, Xuan Song 0001, Ryosuke Shibasaki

ACM Transactions on Intelligent Systems and Technology 13(2) 21-24 2022年
Will you go where you search? A deep learning framework for estimating user search-and-go behavior.

Renhe Jiang, Quanjun Chen, Zekun Cai, Zipei Fan, Xuan Song 0001, Kota Tsubouchi, Ryosuke Shibasaki

Neurocomputing 472 338-348 2022年
GPS data in urban online ride-hailing: A simulation method to evaluate impact of user scale on emission performance of system

Jinyu Chen, Wenjing Li, Haoran Zhang, Zekun Cai, Yi Sui, Yin Long, Xuan Song, Ryosuke Shibasaki

Journal of Cleaner Production 287 125567-125567 2021年3月
Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19.

Renhe Jiang, Zhaonan Wang 0001, Zekun Cai, Chuang Yang, Zipei Fan, Tianqi Xia, Go Matsubara, Hiroto Mizuseki, Xuan Song 0001, Ryosuke Shibasaki

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference 319-334 2021年
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction.

Renhe Jiang, Du Yin, Zhaonan Wang 0001, Yizhuo Wang, Jiewen Deng, Hangchen Liu, Zekun Cai, Jinliang Deng, Xuan Song 0001, Ryosuke Shibasaki

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management(CIKM) 4515-4525 2021年
Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction.

Zhaonan Wang 0001, Renhe Jiang, Zekun Cai, Zipei Fan, Xin Liu 0020, Kyoung-Sook Kim, Xuan Song 0001, Ryosuke Shibasaki

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management(CIKM) 2060-2069 2021年
Transfer Urban Human Mobility via POI Embedding over Multiple Cities.

Renhe Jiang, Xuan Song 0001, Zipei Fan, Tianqi Xia, Zhaonan Wang 0001, Quanjun Chen, Zekun Cai, Ryosuke Shibasaki

Transactions on Data Science 2(1) 4-26 2021年
DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction.

Quanjun Chen, Renhe Jiang, Chuang Yang, Zekun Cai, Zipei Fan, Kota Tsubouchi, Ryosuke Shibasaki, Xuan Song 0001

SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems(SIGSPATIAL/GIS) 283-292 2020年
Learn to Recover Visible Color for Video Surveillance in a Day.

Guangming Wu, Yinqiang Zheng, Zhiling Guo, Zekun Cai, Xiaodan Shi, Xin Ding, Yifei Huang 0002, Yimin Guo, Ryosuke Shibasaki

Computer Vision - ECCV 2020 - 16th European Conference 495-511 2020年
DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events.

Renhe Jiang, Xuan Song 0001, Dou Huang, Xiaoya Song, Tianqi Xia, Zekun Cai, Zhaonan Wang 0001, Kyoung-Sook Kim, Ryosuke Shibasaki

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining(KDD) 2114-2122 2019年

蔡沢坤

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