Xiaoliang Fan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 55

Top Topics

Temporal Correlation

Traffic Accidents

Top Venues

Publications

Xun Huang, Hai Wu, Xin Li, Xiaoliang Fan, Chenglu Wen, Cheng Wang
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection. CoRR (2024)
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 (2024)
Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning. KDD (2024)
Fengze Sun, Jianzhong Qi, Yanchuan Chang, Xiaoliang Fan, Shanika Karunasekera, Egemen Tanin
Urban Region Representation Learning with Attentive Fusion. ICDE (2024)
Zihui Wang, Zhaopeng Peng, Xiaoliang Fan, Zheng Wang, Shangbin Wu, Rongshan Yu, Peizhen Yang, Chuanpan Zheng, Cheng Wang
FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning. Neurocomputing 574 (2024)
Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Haibing Jin, Zhaopeng Peng, Zonghan Wu, Cheng Wang, Philip S. Yu
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning. CoRR (2024)
Xun Huang, Hai Wu, Xin Li, Xiaoliang Fan, Chenglu Wen, Cheng Wang
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection. AAAI (2024)
Zhaopeng Peng, Xiaoliang Fan, Yufan Chen, Zheng Wang, Shirui Pan, Chenglu Wen, Ruisheng Zhang, Cheng Wang
FedPFT: Federated Proxy Fine-Tuning of Foundation Models. CoRR (2024)
Chong Zhang, Xiao Liu, Mingrong Xiang, Aiting Yao, Xiaoliang Fan, Gang Li
Fed4ReID: Federated Learning with Data Augmentation for Person Re-identification Service in Edge Computing. ICWS (2023)
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang
FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability. AAAI (2023)
Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi, Chaochao Chen, Longbiao Chen
INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging. CoRR (2023)
Zhicheng Yang, Xiaoliang Fan, Zheng Wang, Zihui Wang, Cheng Wang
A Robust Detection and Correction Framework for GNN-Based Vertical Federated Learning. PRCV (3) (2023)
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) (2023)
Fengze Sun, Jianzhong Qi, Yanchuan Chang, Xiaoliang Fan, Shanika Karunasekera, Egemen Tanin
Urban Region Representation Learning with Attentive Fusion. CoRR (2023)
Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi, Chaochao Chen, Longbiao Chen
INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging. WWW (2023)
Zheng Wang, Xiaoliang Fan, Zhaopeng Peng, Xueheng Li, Ziqi Yang, Mingkuan Feng, Zhicheng Yang, Xiao Liu, Cheng Wang
FLGo: A Fully Customizable Federated Learning Platform. CoRR (2023)
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)
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang
FedGS: Federated Graph-based Sampling with Arbitrary Client Availability. CoRR (2022)
Yong Jin, Huifang Gao, Xiaoliang Fan, Hassan Khan, Youxing Chen
Defect Identification of Adhesive Structure Based on DCGAN and YOLOv5. IEEE Access 10 (2022)
Chuanpan Zheng, Cheng Wang, Xiaoliang Fan, Jianzhong Qi, Xu Yan
STPC-Net: Learn Massive Geo-Sensory Data as Spatio-Temporal Point Clouds. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
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) (2022)
Baiqi Lai, Weiquan Liu, Cheng Wang, Xiaoliang Fan, Yangbin Lin, Xuesheng Bian, Shangbin Wu, Ming Cheng, Jonathan Li
2D3D-MVPNet: Learning cross-domain feature descriptors for 2D-3D matching based on multi-view projections of point clouds. Appl. Intell. 52 (12) (2022)
Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang
Multi-Graph Fusion Networks for Urban Region Embedding. IJCAI (2022)
Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang
Multi-Graph Fusion Networks for Urban Region Embedding. CoRR (2022)
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) (2022)
Liang Chen, Xiaoliang Fan, Haibing Jin, Xiaotian Sun, Ming Cheng, Cheng Wang
FedRME: Federated Road Markings Extraction from Mobile LiDAR Point Clouds. CSCWD (2022)
Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Zonghan Wu, Cheng Wang, Philip S. Yu
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. CoRR (2021)
Hai Wu, Qing Li, Chenglu Wen, Xin Li, Xiaoliang Fan, Cheng Wang
Tracklet Proposal Network for Multi-Object Tracking on Point Clouds. IJCAI (2021)
Xiaoliang Fan, Yakun Hu, Zibin Zheng, Yujie Wang, Patrick Brézillon, Wenbo Chen
CASR-TSE: Context-Aware Web Services Recommendation for Modeling Weighted Temporal-Spatial Effectiveness. IEEE Trans. Serv. Comput. 14 (1) (2021)
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 (2021)
Jianqing Weng, Songzhi Su, Xiaoliang Fan
Two-Stage Clustering for Federated Learning with Pseudo Mini-batch SGD Training on Non-IID Data. ChineseCSCW (1) (2021)
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)
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) (2021)
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu
Federated Learning with Fair Averaging. IJCAI (2021)
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu
Federated Learning with Fair Averaging. CoRR (2021)
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) (2021)
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 (2020)
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) (2020)
Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi
GMAN: A Graph Multi-Attention Network for Traffic Prediction. AAAI (2020)
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) (2020)
Lujing Xiao, Chuanpan Zheng, Xiaoliang Fan, FYi Xie, Rongshan Yu
Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge. KHD@IJCAI (2019)
Li Kuang, Han Yan, Yujia Zhu, Shenmei Tu, Xiaoliang Fan
Predicting duration of traffic accidents based on cost-sensitive Bayesian network and weighted K-nearest neighbor. J. Intell. Transp. Syst. 23 (2) (2019)
Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi
GMAN: A Graph Multi-Attention Network for Traffic Prediction. CoRR (2019)
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)
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)
Xiaoliang Fan, Lei Guo, Ning Han, Yujie Wang, Jia Shi, Yongna Yuan
A Deep Learning Approach for Next Location Prediction. CSCWD (2018)
Yingyao Kang, Lin Zhao, Jianhua Cheng, Mouyan Wu, Xiaoliang Fan
A Novel Grid SINS/DVL Integrated Navigation Algorithm for Marine Application. Sensors 18 (2) (2018)
Yao Zhu, Xiaoliang Fan, Jinzhun Wu, Xiao Liu, Jia Shi, Cheng Wang
Predicting ICU mortality by supervised bidirectional LSTM networks. AIH@IJCAI (2018)
Xiaoliang Fan, Baoqin He, Patrick Brézillon
Context-Aware Big Data Analytics and Visualization for City-Wide Traffic Accidents. CONTEXT (2017)
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) (2017)
Liansheng Wang, Yuanxu Wang, Yiping Chen, Changhua Liu, Xiaoliang Fan
Prediction of lymphocytosis using machine learning algorithm based on checkup data. ICSAI (2017)
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)
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)
Xiaoliang Fan, Yujie Wang, You Ma, Yakun Hu, Xiao Liu
Exploring the Effectiveness of True Abnormal Data Elimination in Context-Aware Web Services Recommendation. ICWS (2016)
Xiaoliang Fan, Yakun Hu, Jonathan Li, Cheng Wang
Context-Aware Ubiquitous Web Services Recommendation Based on User Location Update. CCBD (2015)
Fei Teng, Hao Yang, Tianrui Li, Frédéric Magoulès, Xiaoliang Fan
MUS: a novel deadline-constrained scheduling algorithm for Hadoop. Int. J. Comput. Sci. Eng. 11 (4) (2015)
Yakun Hu, Xiaoliang Fan, Ruisheng Zhang, Wenbo Chen
Context-Aware Web Services Recommendation Based on User Preference Expansion. APSCC (2015)
Xiaoliang Fan, Baoqin He, Cheng Wang, Jonathan Li, Ming Cheng, Huaqiang Huang, Xiao Liu
Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents. ICA3PP (2) (2015)
Xiaoliang Fan, Yakun Hu, Ruisheng Zhang, Wenbo Chen, Patrick Brézillon
Modeling Temporal Effectiveness for Context-Aware Web Services Recommendation. ICWS (2015)
Fei Teng, Rongjie Dai, Hongjie Wang, Xiaoliang Fan
Accelerating Link Community Detection in Social Networks. CCBD (2015)
Zhou Zhao, Futian Wang, Xiaoliang Fan, Xiao Liu
Temporal Verification for Business Cloud Workflows: Open Research Issues. SKG (2014)
Xiaoliang Fan, Yakun Hu, Ruisheng Zhang
Context-Aware Web Services Recommendation Based on User Preference. APSCC (2014)
Dingxian Wang, Xiao Liu, Zheng He, Xiaoliang Fan
The Design of a Workflow Recommendation System for Workflow as a Service in the Cloud. Business Process Management Workshops (2013)
Xiaoliang Fan, Ruisheng Zhang, Patrick Brézillon
Investigating the Feasibility of Making Contexts Explicit in Designing Cloud Workflow. IPDPS Workshops (2013)
Xiaoliang Fan, Fei Teng, Haiwu He
Designing Contextualized Workflows in the Cloud. CBD (2013)
Xiaoliang Fan, Ruisheng Zhang, Patrick Brézillon
Contextualizing scientific workflows in cooperative design. CSCWD (2011)
Xiaoliang Fan, Patrick Brézillon, Ruisheng Zhang, Lian Li
Context-oriented scientific workflow system and its application in virtual screening. DSS (2010)
Ying Chen, Ruisheng Zhang, Xiaoliang Fan, Chunyan Zhang, Lian Li
A Visual Scientific Workflow Designer for Chemists in Grid Environment. ChinaGrid (2008)
Huajian Zhang, Xiaoliang Fan, Ruisheng Zhang, Jiazao Lin, Zhili Zhao, Lian Li
Extending BPEL2.0 for Grid-Based Scientific Workflow Systems. APSCC (2008)
Jiaxuan Wei, Ruisheng Zhang, Xiaoliang Fan, Chunyan Zhang, Zhiguo Gong
Applying BPEL to Chemical Research on Grid. ChinaGrid (2008)
Liangying Luo, Ruisheng Zhang, Chunyan Zhang, Xiaoliang Fan, Lian Li
Workflow Technology for Drug Discovery. GPC Workshops (2008)
Chunyan Zhang, Jin Du, Ruisheng Zhang, Xiaoliang Fan, Yongna Yuan, Ting Ning
Extracting Information of Anti-AIDS Inhibitor from the Biological Literature Based on Ontology. FAW (2007)