Quanjun Chen

33 papers A* 4A 1B 3Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2024 — conf
A Deep Learning Framework for Traffic Flow Prediction Based on Weighted Graph Convolutional Long Short Term Memory Network.
CBD
Kunpeng Li, Gui Gui, Quanjun Chen, Jiaqi Yi, Yuqian Zhao, Weihua Gui
2024 J jnl
Arbitrary Oriented Few-Shot Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Wu, Chengeng Jiang, Liao Yang, Weisheng Wang, Quanjun Chen, Junjian Zhang, Haiping Yang, Zuohui Chen
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
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 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 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
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 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
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 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
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 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 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
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
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 — 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 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
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
2016 A* conf
Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference.
AAAI
Quanjun Chen, Xuan Song, Harutoshi Yamada, Ryosuke Shibasaki
2013 — conf
Fusion of Infrared and Visible Images Using 2DPCA Bases.
ACPR
Hong Zhang, Quanjun Chen, Ding Yuan, Yuhu You, Mingui Sun
2010 J jnl
An Energy-efficient Rate Adaptive Media Access Protocol (RA-MAC) for Long-lived Sensor Networks.
Sensors
Wen Hu, Quanjun Chen, Peter Corke, Damien O'Rourke
2009 — —
Analysis and application of hop count in multi-hop wireless ad-hoc networks.
Quanjun Chen