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2020 – today
- 2024
[j33]Jingbin Wang, Weijie Zhang, Zhiyong Yu, Fangwan Huang, Weiping Zhu, Longbiao Chen:
Route selection for opportunity-sensing and prediction of waterlogging. Frontiers Comput. Sci. 18(4) (2024)- [j32]Yufei Wang
, Wenting Zeng, Changzhen Liu, Zhuohan Ye, Jiawei Sun, Junxiang Ji, Zhihan Jiang, Xianyi Yan, Yongyi Wu, Yigao Wang, Dingqi Yang, Leye Wang, Daqing Zhang, Cheng Wang, Longbiao Chen:
CrowdBot: An Open-Environment Robot Management System for On-Campus Services. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(2): 80:1-80:27 (2024) - [j31]Zihui Wang, Peizhen Yang, Xiaoliang Fan, Xu Yan, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang, Rongshan Yu:
ConTIG: Continuous representation learning on temporal interaction graphs. Neural Networks 172: 106151 (2024) - [j30]Yayao Hong, Hang Zhu, Tieqi Shou, Zeyu Wang, Liyue Chen, Leye Wang, Cheng Wang, Longbiao Chen:
STORM: A Spatio-Temporal Context-Aware Model for Predicting Event-Triggered Abnormal Crowd Traffic. IEEE Trans. Intell. Transp. Syst. 25(10): 13051-13066 (2024) - [c35]Jiangyi Fang, Liyue Chen, Di Chai, Yayao Hong, Xiuhuai Xie, Longbiao Chen, Leye Wang:
UCTB: An Urban Computing Tool Box for Building Spatiotemporal Prediction Services. SSE 2024: 54-65 - [c34]Jianfeng Lu, Yue Chen, Shuqin Cao, Longbiao Chen, Wei Wang, Yun Xin:
LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game. IJCAI 2024: 4660-4668 - [i5]Jianfeng Lu, Yue Chen, Shuqin Cao, Longbiao Chen, Wei Wang, Yun Xin:
LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game. CoRR abs/2405.00579 (2024) - [i4]Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Tao Qin, Jingyuan Wang, Chuang Tao, Zhengchao Chen, Hao Lu, Jiayi Li, Hongyang Chen, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng:
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. CoRR abs/2405.19730 (2024) - 2023
- [j29]Zhiming Lin, Linghong Hong, Xiaohai Cai, Siyao Chen, Zhiyu Shao, Yan Huang, Chenhui Yang, Longbiao Chen:
Risk detection of clinical medication based on knowledge graph reasoning. CCF Trans. Pervasive Comput. Interact. 5(1): 82-97 (2023) - [j28]Zhihan Jiang, Lin Lin, Xinchen Zhang, Jianduo Luan, Running Zhao, Longbiao Chen, James Lam, Ka-Man Yip, Hung-Kwan So, Wilfred H. S. Wong, Patrick Ip, Edith C. H. Ngai:
A Data-Driven Context-Aware Health Inference System for Children during School Closures. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(1): 18:1-18:26 (2023) - [j27]Tieqi Shou, Zhuohan Ye, Yayao Hong, Zhiyuan Wang, Hang Zhu, Zhihan Jiang, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen:
CrowdQ: Predicting the Queue State of Hospital Emergency Department Using Crowdsensing Mobility Data-Driven Models. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(3): 122:1-122:28 (2023) - [j26]Binbin Zhou, Longbiao Chen, Sha Zhao, Fangxun Zhou, Shijian Li, Gang Pan:
Spatio-temporal analysis of urban crime leveraging multisource crowdsensed data. Pers. Ubiquitous Comput. 27(3): 599-612 (2023) - [j25]Binbin Zhou, Longbiao Chen, Sha Zhao, Shijian Li, Zengwei Zheng, Gang Pan:
Unsupervised Domain Adaptation for Crime Risk Prediction Across Cities. IEEE Trans. Comput. Soc. Syst. 10(6): 3217-3227 (2023) - [j24]Zhihan Jiang, Hang Zhu, Binbin Zhou, Chenhui Lu, Mingfei Sun, Xiaojuan Ma, Xiaoliang Fan, Cheng Wang, Longbiao Chen:
CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling. IEEE Trans. Mob. Comput. 22(3): 1401-1416 (2023) - [j23]Hang Zhu, Tieqi Shou, Ruiying Guo, Zhihan Jiang, Zeyu Wang, Zhiyuan Wang, Zhiyong Yu, Weijie Zhang, Cheng Wang, Longbiao Chen:
RedPacketBike: A Graph-Based Demand Modeling and Crowd-Driven Station Rebalancing Framework for Bike Sharing Systems. IEEE Trans. Mob. Comput. 22(7): 4236-4252 (2023) - [j22]Longbiao Chen, Xin He, Xiantao Zhao, Han Li, Yunyi Huang, Binbin Zhou, Wei Chen, Yongchuan Li, Chenglu Wen, Cheng Wang:
GoComfort: Comfortable Navigation for Autonomous Vehicles Leveraging High-Precision Road Damage Crowdsensing. IEEE Trans. Mob. Comput. 22(11): 6477-6494 (2023) - [c33]Yigao Wang, Changzhen Liu, Yufei Wang, Shengjie Wu, Junxiang Ji, Wenting Zeng, Cheng Wang, Longbiao Chen:
Active 3D Mapping Leveraging Heterogeneous Crowd Robot based-on Reinforcement Learning. UbiComp/ISWC Adjunct 2023: 162-164 - [c32]Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi, Chaochao Chen, Longbiao Chen:
INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging. WWW 2023: 673-683 - [i3]Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi, Chaochao Chen, Longbiao Chen:
INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging. CoRR abs/2302.02738 (2023) - 2022
- [j21]Jianyi You, Auwal Sagir Muhammad, Xin He, Tianqi Xie, Zhiyuan Wang, Xiaoliang Fan, Zhiyong Yu, Longbiao Chen, Cheng Wang:
PANDA: predicting road risks after natural disasters leveraging heterogeneous urban data. CCF Trans. Pervasive Comput. Interact. 4(4): 393-407 (2022) - [j20]Binbin Zhou, Longbiao Chen, Fangxun Zhou, Shijian Li, Sha Zhao, Gang Pan:
Dynamic road crime risk prediction with urban open data. Frontiers Comput. Sci. 16(3): 161609 (2022) - [j19]Yudi Dai, Chenglu Wen, Hai Wu, Yulan Guo, Longbiao Chen, Cheng Wang:
Indoor 3D Human Trajectory Reconstruction Using Surveillance Camera Videos and Point Clouds. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2482-2495 (2022) - [j18]Zhihan Jiang, Xin He, Chenhui Lu, Binbin Zhou, Xiaoliang Fan, Cheng Wang, Xiaojuan Ma, Edith C. H. Ngai, Longbiao Chen:
Understanding Drivers' Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation. IEEE Trans. Intell. Transp. Syst. 23(12): 23369-23383 (2022) - [c31]Ruixiang Luo, Lijuan Weng, Junxiang Ji, Longbiao Chen, Longhui Zhang:
Mining High-Value Patents Leveraging Massive Patent Data. ICA3PP 2022: 691-706 - [c30]Tieqi Shou, Zhiyuan Wang, Shang Shi, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen:
Modeling Crowdedness of Emergency Departments Leveraging Crowdsensing Mobility Data. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 441-449 - [c29]Jiannan Gao, Yigao Wang, Zhihan Jiang, Hang Zhu, Qiyue Zhong, Xiaoliang Fan, Longbiao Chen, Cheng Wang:
iTA: Inferring Traffic Accident Hotspots with Vehicle Trajectories and Road Environment Data. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1496-1501 - [c28]Lijuan Weng, Ruixiang Luo, Menghan Huang, Cheng Wang, Longbiao Chen:
Wildfire Detection and Burned Area Estimation Based on Multi-source Spatial Data. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1502-1507 - 2021
- [j17]Longbiao Chen, Chenhui Lu, Fangxu Yuan, Zhihan Jiang, Leye Wang, Daqing Zhang, Ruixiang Luo, Xiaoliang Fan, Cheng Wang:
UVLens: Urban Village Boundary Identification and Population Estimation Leveraging Open Government Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(2): 57:1-57:26 (2021) - [j16]Longbiao Chen, Zhihan Jiang, Dingqi Yang, Cheng Wang, Thi Mai Trang Nguyen:
Fog radio access network optimization for 5G leveraging user mobility and traffic data. J. Netw. Comput. Appl. 191: 103083 (2021) - [j15]Zhihan Jiang, Longbiao Chen, Binbin Zhou, Jinchun Huang, Tianqi Xie, Xiaoliang Fan, Cheng Wang:
iTV: Inferring Traffic Violation-Prone Locations With Vehicle Trajectories and Road Environment Data. IEEE Syst. J. 15(3): 3913-3924 (2021) - [j14]Binbin Zhou, Longbiao Chen, Fangxun Zhou, Shijian Li, Sha Zhao, Sajal K. Das, Gang Pan:
ESCORT: Fine-Grained Urban Crime Risk Inference Leveraging Heterogeneous Open Data. IEEE Syst. J. 15(3): 4656-4667 (2021) - [j13]Longbiao Chen, Thi Mai Trang Nguyen, Dingqi Yang, Michele Nogueira, Cheng Wang, Daqing Zhang:
Data-Driven C-RAN Optimization Exploiting Traffic and Mobility Dynamics of Mobile Users. IEEE Trans. Mob. Comput. 20(5): 1773-1788 (2021) - [c27]Shangbin Wu, Xiaoliang Fan, Longbiao Chen, Ming Cheng, Cheng Wang:
Predicting the spread of COVID-19 in China with human mobility data. SIGSPATIAL/GIS 2021: 240-243 - [c26]Jiannan Gao, Min Wang, Longbiao Chen, Bingwei Hui, Cheng Wang, Hongqi Fan:
DRFM Jamming Mode Identification Leveraging Deep Neural Networks. ICCAIS 2021: 444-449 - [c25]Xin He, Hong Hong, Yanwen Liu, Xiaojuan Ma, Zhihan Jiang, Longbiao Chen, Ming Cheng, Cheng Wang, Yongchuan Li:
CovidPass: A Contactless Check-in System for Keeping Social Distance in Public Health Crisis. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI 2021: 83-88 - [i2]Xu Yan, Xiaoliang Fan, Peizhen Yang, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang:
ConTIG: Continuous Representation Learning on Temporal Interaction Graphs. CoRR abs/2110.06088 (2021) - 2020
- [j12]Tewodros Legesse Munea, Yalew Zelalem Jembre, Halefom Tekle Weldegebriel, Longbiao Chen, Chenxi Huang, Chenhui Yang:
The Progress of Human Pose Estimation: A Survey and Taxonomy of Models Applied in 2D Human Pose Estimation. IEEE Access 8: 133330-133348 (2020) - [j11]Zhihan Jiang, Yan Liu, Xiaoliang Fan, Cheng Wang, Jonathan Li, Longbiao Chen:
Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data. Frontiers Comput. Sci. 14(5): 145310 (2020) - [j10]Binbin Zhou, Sha Zhao, Longbiao Chen, Shijian Li, Zhaohui Wu, Gang Pan:
Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion. ACM Trans. Intell. Syst. Technol. 11(1): 1:1-1:26 (2020) - [j9]Chuanpan Zheng, Xiaoliang Fan, Chenglu Wen, Longbiao Chen, Cheng Wang, Jonathan Li:
DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 21(9): 3744-3755 (2020) - [c24]Zhiyuan Wang, Ruiying Guo, Linghong Hong, Cheng Wang, Longbiao Chen:
Demand-Responsive Windows Scheduling in Tertiary Hospital Leveraging Spatiotemporal Neural Networks. GPC 2020: 231-243 - [i1]Zhihan Jiang, Longbiao Chen, Binbin Zhou, Jingchun Huang, Tianqi Xie, Xiaoliang Fan, Cheng Wang:
iTV: Inferring Traffic Violation-Prone Locations with Vehicle Trajectory and Road Environment Data. CoRR abs/2005.12387 (2020)
2010 – 2019
- 2019
- [j8]Miaolian Wu, Linghong Hong, Yonggen Zhao, Longbiao Chen, Jue Wang:
Dosage Prediction in Pediatric Medication Leveraging Prescription Big Data. IEEE Access 7: 94285-94292 (2019) - [j7]Peng Zou, Yuzhang Chen, Longbiao Chen, Zhangfan Zeng:
基于神经网络的光照分布预测夜视复原算法 (Night Vision Restoration Algorithm Based on Neural Network for Illumination Distribution Prediction). 计算机科学 46(11A): 329-333 (2019) - [c23]Jianrong Tao, Linxia Gong, Changjie Fan, Longbiao Chen, Dezhi Ye, Sha Zhao:
GMTL: A GART Based Multi-task Learning Model for Multi-Social-Temporal Prediction in Online Games. CIKM 2019: 2841-2849 - [c22]Longbiao Chen, Zhihan Jiang, Jiangtao Wang, Yasha Wang:
Data-Driven Bike Sharing System Optimization: State of the Art and Future Opportunities. EWSN 2019: 347-350 - [c21]Longbiao Chen, Tianqi Xie, Xueyi Wang, Cheng Wang:
Identifying urban villages from city-wide satellite imagery leveraging mask R-CNN. UbiComp/ISWC Adjunct 2019: 29-32 - [c20]Ruiying Guo, Zhihan Jiang, Jingchun Huang, Jianrong Tao, Cheng Wang, Jonathan Li, Longbiao Chen:
BikeNet: Accurate Bike Demand Prediction Using Graph Neural Networks for Station Rebalancing. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 686-693 - [c19]Yunting Shao, Linghong Hong, Tianqi Xie, Binbin Zhou, Jinzhun Wu, Ming Cheng, Cheng Wang, Jonathan Li, Longbiao Chen:
iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 700-706 - [c18]Xueyi Wang, Tianqi Xie, Longbiao Chen:
Urban Village Identification from City-Wide Satellite Images Leveraging Mask R-CNN. UKCI 2019: 166-172 - 2018
- [b1]Longbiao Chen:
Big data-driven optimization in transportation and communication networks. (Optimisation à base de l'analyse de données dans les réseaux de transport et des réseaux de communications). Zhejiang University, Hangzhou, Zhejiang Province, People's Republic of China, 2018 - [j6]Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang, Jonathan Li, Thi Mai Trang Nguyen:
Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization. J. Netw. Comput. Appl. 121: 59-69 (2018) - [c17]Yan Liu, Longbiao Chen, Linjin Liu, Xiaoliang Fan, Sheng Wu, Cheng Wang, Jonathan Li:
Sensing Urban Structures and Crowd Dynamics with Mobility Big Data. GPC 2018: 370-389 - [c16]Xiaoliang Fan, Chang Xu, Fang Tang, Jianzhong Qi, Xiao Liu, Longbiao Chen, Cheng Wang:
CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data. ICWS 2018: 298-301 - 2017
- [j5]Longbiao Chen, Xiaojuan Ma, Thi Mai Trang Nguyen, Gang Pan, Jérémie Jakubowicz:
Understanding bike trip patterns leveraging bike sharing system open data. Frontiers Comput. Sci. 11(1): 38-48 (2017) - [j4]Longbiao Chen, Xiaoliang Fan, Leye Wang, Daqing Zhang, Zhiyong Yu, Jonathan Li, Thi Mai Trang Nguyen, Gang Pan, Cheng Wang:
RADAR: Road Obstacle Identification for Disaster Response Leveraging Cross-Domain Urban Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(4): 130:1-130:23 (2017) - [j3]Longbiao Chen, Jérémie Jakubowicz, Dingqi Yang, Daqing Zhang, Gang Pan:
Fine-Grained Urban Event Detection and Characterization Based on Tensor Cofactorization. IEEE Trans. Hum. Mach. Syst. 47(3): 380-391 (2017) - [c15]Yujie Wang, Xiaoliang Fan, Xiao Liu, Chuanpan Zheng, Longbiao Chen, Cheng Wang, Jonathan Li:
Unlicensed Taxis Detection Service Based on Large-Scale Vehicles Mobility Data. ICWS 2017: 857-861 - [c14]Longbiao Chen, Linjin Liu, Xiaoliang Fan, Jonathan Li, Cheng Wang, Gang Pan, Jérémie Jakubowicz, Thi Mai Trang Nguyen:
Complementary base station clustering for cost-effective and energy-efficient cloud-RAN. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-7 - 2016
- [j2]Longbiao Chen, Daqing Zhang, Xiaojuan Ma, Leye Wang, Shijian Li, Zhaohui Wu, Gang Pan:
Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data. IEEE Trans. Intell. Transp. Syst. 17(5): 1227-1242 (2016) - [c13]Longbiao Chen, Daqing Zhang, Leye Wang, Dingqi Yang, Xiaojuan Ma, Shijian Li, Zhaohui Wu, Gang Pan, Thi Mai Trang Nguyen, Jérémie Jakubowicz:
Dynamic cluster-based over-demand prediction in bike sharing systems. UbiComp 2016: 841-852 - [c12]Leye Wang, Xiao Han, Longbiao Chen:
An Empirical Study on Preference Distribution of Facebook Users. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 1069-1073 - [c11]Longbiao Chen, Leye Wang, Daqing Zhang, Shijian Li, Gang Pan:
EnUp: Energy-Efficient Data Uploading for Mobile Crowd Sensing Applications. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 1074-1078 - 2015
- [j1]Dingqi Yang, Daqing Zhang, Longbiao Chen, Bingqing Qu:
NationTelescope: Monitoring and visualizing large-scale collective behavior in LBSNs. J. Netw. Comput. Appl. 55: 170-180 (2015) - [c10]Longbiao Chen, Jérémie Jakubowicz:
Inferring bike trip patterns from bike sharing system open data. IEEE BigData 2015: 2898-2900 - [c9]Longbiao Chen, Daqing Zhang, Gang Pan, Xiaojuan Ma, Dingqi Yang, Kostadin Kushlev, Wangsheng Zhang, Shijian Li:
Bike sharing station placement leveraging heterogeneous urban open data. UbiComp 2015: 571-575 - [c8]Longbiao Chen, Dingqi Yang, Jérémie Jakubowicz, Gang Pan, Daqing Zhang, Shijian Li:
Sensing the Pulse of Urban Activity Centers Leveraging Bike Sharing Open Data. UIC/ATC/ScalCom 2015: 135-142 - 2014
- [c7]Longbiao Chen, Daqing Zhang, Gang Pan, Leye Wang, Xiaojuan Ma, Chao Chen, Shijian Li:
Container throughput estimation leveraging ship GPS traces and open data. UbiComp 2014: 847-851 - 2013
- [c6]Sha Zhao, Shijian Li, Longbiao Chen, Yang Ding, Zeming Zheng, Gang Pan:
iCPS-Car: An Intelligent Cyber-physical System for Smart Automobiles. GreenCom/iThings/CPScom 2013: 818-825 - [c5]Yifan Zhao, Longbiao Chen, Chao Teng, Shijian Li, Gang Pan:
GreenBicycling: A Smartphone-Based Public Bicycle Sharing System for Healthy Life. GreenCom/iThings/CPScom 2013: 1335-1340 - [c4]Yuqiong Xu, Zhiqiang Ye, Longbiao Chen, Shijian Li, Gang Pan:
TaskShadow-W: NFC-triggered migration of web browsing across personal devices. UbiComp (Adjunct Publication) 2013: 99-102 - 2012
- [c3]Longbiao Chen, Gang Pan, Shijian Li:
Touch-driven interaction via an NFC-enabled smartphone. PerCom Workshops 2012: 504-506 - [c2]Longbiao Chen, Yaochun Li, Zeming Zheng, Li Zhang, Dan He, Xiaolong Li, Sha Zhao, Shijian Li, Gang Pan:
WaterLady: A Case Study for Connecting Physical Devices into Social Networks. UIC/ATC 2012: 930-934 - 2011
- [c1]Longbiao Chen, Gang Pan, Shijian Li:
Touch-Driven Interaction between Physical Space and Cyberspace with NFC. iThings/CPSCom 2011: 258-265
Coauthor Index
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