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ORCIDXiaoliang Fan
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- affiliation: Xiamen University, Fujian, China
- affiliation (former): Lanzhou University, Gansu, China
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2020 – today
- 2024
[j19]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: 127227 (2024)- [j18]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) - [j17]Naifeng He, Zhong Yang, Chunguang Bu, Xiaoliang Fan, Jiying Wu, Yaoyu Sui, Wenqiang Que:
Learning Autonomous Navigation in Unmapped and Unknown Environments. Sensors 24(18): 5925 (2024) - [j16]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): 372-385 (2024) - [c44]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: 2409-2416 - [c43]Fengze Sun, Jianzhong Qi, Yanchuan Chang, Xiaoliang Fan, Shanika Karunasekera, Egemen Tanin:
Urban Region Representation Learning with Attentive Fusion. ICDE 2024: 4409-4421 - [c42]Zhaopeng Peng, Xiaoliang Fan, Yufan Chen, Zheng Wang, Shirui Pan, Chenglu Wen, Ruisheng Zhang, Cheng Wang:
FedPFT: Federated Proxy Fine-Tuning of Foundation Models. IJCAI 2024: 4806-4814 - [c41]Yi Xu, Ying Li, Haoyu Luo, Xiaoliang Fan, Xiao Liu:
FBLG: A Local Graph Based Approach for Handling Dual Skewed Non-IID Data in Federated Learning. IJCAI 2024: 5289-5297 - [c40]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: 3299-3310 - [i13]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 abs/2402.18493 (2024) - [i12]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 abs/2404.11536 (2024) - [i11]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 abs/2405.18291 (2024) - 2023
- [j15]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) - [c39]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: 10271-10278 - [c38]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: 64-70 - [c37]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: 97-108 - [c36]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 - [i10]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) - [i9]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 abs/2306.12079 (2023) - [i8]Fengze Sun, Jianzhong Qi, Yanchuan Chang, Xiaoliang Fan, Shanika Karunasekera, Egemen Tanin:
Urban Region Representation Learning with Attentive Fusion. CoRR abs/2312.04606 (2023) - 2022
- [j14]Yong Jin, Huifang Gao, Xiaoliang Fan, Hassan Khan, Youxing Chen:
Defect Identification of Adhesive Structure Based on DCGAN and YOLOv5. IEEE Access 10: 79913-79924 (2022) - [j13]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): 14178-14193 (2022) - [j12]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) - [j11]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): 11314-11324 (2022) - [j10]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) - [c35]Liang Chen, Xiaoliang Fan, Haibing Jin, Xiaotian Sun, Ming Cheng, Cheng Wang:
FedRME: Federated Road Markings Extraction from Mobile LiDAR Point Clouds. CSCWD 2022: 653-658 - [c34]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: 2312-2318 - [c33]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 - [i7]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 abs/2201.09760 (2022) - [i6]Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Haibing Jin, Peizhen Yang, Siqi Shen, Cheng Wang:
FedGS: Federated Graph-based Sampling with Arbitrary Client Availability. CoRR abs/2211.13975 (2022) - 2021
- [j9]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) - [j8]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) - [j7]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): 58-70 (2021) - [c32]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: 29-43 - [c31]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 - [c30]Hai Wu, Qing Li, Chenglu Wen, Xin Li, Xiaoliang Fan, Cheng Wang:
Tracklet Proposal Network for Multi-Object Tracking on Point Clouds. IJCAI 2021: 1165-1171 - [c29]Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu:
Federated Learning with Fair Averaging. IJCAI 2021: 1615-1623 - [i5]Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu:
Federated Learning with Fair Averaging. CoRR abs/2104.14937 (2021) - [i4]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) - [i3]Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Zonghan Wu, Cheng Wang, Philip S. Yu:
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. CoRR abs/2111.13684 (2021) - 2020
- [j6]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) - [j5]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) - [c28]Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi:
GMAN: A Graph Multi-Attention Network for Traffic Prediction. AAAI 2020: 1234-1241 - [i2]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
- [j4]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): 161-174 (2019) - [c27]Lujing Xiao, Chuanpan Zheng, Xiaoliang Fan, FYi Xie, Rongshan Yu:
Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge. KDH@IJCAI 2019: 55-59 - [i1]Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi:
GMAN: A Graph Multi-Attention Network for Traffic Prediction. CoRR abs/1911.08415 (2019) - 2018
- [j3]Yingyao Kang, Lin Zhao, Jianhua Cheng, Mouyan Wu, Xiaoliang Fan:
A Novel Grid SINS/DVL Integrated Navigation Algorithm for Marine Application. Sensors 18(2): 364 (2018) - [c26]Xiaoliang Fan, Lei Guo, Ning Han, Yujie Wang, Jia Shi, Yongna Yuan:
A Deep Learning Approach for Next Location Prediction. CSCWD 2018: 69-74 - [c25]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 - [c24]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 - [c23]Yao Zhu, Xiaoliang Fan, Jinzhun Wu, Xiao Liu, Jia Shi, Cheng Wang:
Predicting ICU mortality by supervised bidirectional LSTM networks. AIH@IJCAI 2018: 49-60 - 2017
- [j2]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) - [c22]Xiaoliang Fan, Baoqin He, Patrick Brézillon:
Context-Aware Big Data Analytics and Visualization for City-Wide Traffic Accidents. CONTEXT 2017: 395-405 - [c21]Liansheng Wang, Yuanxu Wang, Yiping Chen, Changhua Liu, Xiaoliang Fan:
Prediction of lymphocytosis using machine learning algorithm based on checkup data. ICSAI 2017: 649-654 - [c20]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 - [c19]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
- [c18]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: 300-307 - 2015
- [j1]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): 360-367 (2015) - [c17]Yakun Hu, Xiaoliang Fan, Ruisheng Zhang, Wenbo Chen:
Context-Aware Web Services Recommendation Based on User Preference Expansion. APSCC 2015: 108-120 - [c16]Xiaoliang Fan, Yakun Hu, Jonathan Li, Cheng Wang:
Context-Aware Ubiquitous Web Services Recommendation Based on User Location Update. CCBD 2015: 111-118 - [c15]Fei Teng, Rongjie Dai, Hongjie Wang, Xiaoliang Fan:
Accelerating Link Community Detection in Social Networks. CCBD 2015: 119-126 - [c14]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: 255-268 - [c13]Xiaoliang Fan, Yakun Hu, Ruisheng Zhang, Wenbo Chen, Patrick Brézillon:
Modeling Temporal Effectiveness for Context-Aware Web Services Recommendation. ICWS 2015: 225-232 - 2014
- [c12]Xiaoliang Fan, Yakun Hu, Ruisheng Zhang:
Context-Aware Web Services Recommendation Based on User Preference. APSCC 2014: 55-61 - [c11]Zhou Zhao, Futian Wang, Xiaoliang Fan, Xiao Liu:
Temporal Verification for Business Cloud Workflows: Open Research Issues. SKG 2014: 33-40 - [p1]Xiaoliang Fan:
Contextualized Scientific Workflows in the Cloud. Context in Computing 2014: 173-186 - 2013
- [c10]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: 251-263 - [c9]Xiaoliang Fan, Fei Teng, Haiwu He:
Designing Contextualized Workflows in the Cloud. CBD 2013: 1-7 - [c8]Xiaoliang Fan, Ruisheng Zhang, Patrick Brézillon:
Investigating the Feasibility of Making Contexts Explicit in Designing Cloud Workflow. IPDPS Workshops 2013: 2121-2128 - 2011
- [c7]Xiaoliang Fan, Ruisheng Zhang, Patrick Brézillon:
Contextualizing scientific workflows in cooperative design. CSCWD 2011: 17-22 - 2010
- [c6]Xiaoliang Fan, Patrick Brézillon, Ruisheng Zhang, Lian Li:
Context-oriented scientific workflow system and its application in virtual screening. DSS 2010: 335-345
2000 – 2009
- 2008
- [c5]Huajian Zhang, Xiaoliang Fan, Ruisheng Zhang, Jiazao Lin, Zhili Zhao, Lian Li:
Extending BPEL2.0 for Grid-Based Scientific Workflow Systems. APSCC 2008: 757-762 - [c4]Ying Chen, Ruisheng Zhang, Xiaoliang Fan, Chunyan Zhang, Lian Li:
A Visual Scientific Workflow Designer for Chemists in Grid Environment. ChinaGrid 2008: 211-217 - [c3]Jiaxuan Wei, Ruisheng Zhang, Xiaoliang Fan, Chunyan Zhang, Zhiguo Gong:
Applying BPEL to Chemical Research on Grid. ChinaGrid 2008: 235-242 - [c2]Liangying Luo, Ruisheng Zhang, Chunyan Zhang, Xiaoliang Fan, Lian Li:
Workflow Technology for Drug Discovery. GPC Workshops 2008: 69-74 - 2007
- [c1]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: 74-83
Coauthor Index
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