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dblp: Zhengyang Zhou https://dblp.org/pid/246/8238.html dblp person page RSS feed Tue, 26 Nov 2024 20:47:59 +0100 en-US daily 1 released under the CC0 1.0 license dblp@dagstuhl.de (dblp team) dblp@dagstuhl.de (dblp team) Computers/Computer_Science/Publications/Bibliographies http://www.rssboard.org/rss-specification https://dblp.org/img/logo.144x51.pngdblp: Zhengyang Zhouhttps://dblp.org/pid/246/8238.html14451 Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases.https://doi.org/10.1016/j.jbi.2024.104677, , , , , , :
Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases. J. Biomed. Informatics 156: 104677 ()]]>https://dblp.org/rec/journals/jbi/WangWZLLZH24Mon, 01 Jan 2024 00:00:00 +0100 Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets.https://doi.org/10.1109/TPAMI.2023.3342184, , , , , , , , , :
Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3388-3405 ()]]>https://dblp.org/rec/journals/pami/WangLLLGZZYZW24Wed, 01 May 2024 01:00:00 +0200 Prognosis Prediction of Diffuse Large B-Cell Lymphoma in $^{18}$F-FDG PET Images Based on Multi-Deep-Learning Models.https://doi.org/10.1109/JBHI.2024.3390804, , , , , , , , :
Prognosis Prediction of Diffuse Large B-Cell Lymphoma in $^{18}$F-FDG PET Images Based on Multi-Deep-Learning Models. IEEE J. Biomed. Health Informatics 28(7): 4010-4023 ()]]>https://dblp.org/rec/journals/titb/QianJXDTSGZN24Mon, 01 Jul 2024 01:00:00 +0200 Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting.https://doi.org/10.1109/TITS.2024.3392975, , , , , , , :
Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 25(10): 14070-14086 ()]]>https://dblp.org/rec/journals/tits/ZhangWWWZZBW24Tue, 01 Oct 2024 01:00:00 +0200 Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity.https://doi.org/10.1109/TMC.2023.3296501, , , , , :
Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity. IEEE Trans. Mob. Comput. 23(5): 4723-4738 ()]]>https://dblp.org/rec/journals/tmc/ZhouYLWCW24Wed, 01 May 2024 01:00:00 +0200 Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning.https://doi.org/10.1109/TMC.2024.3453657, , , , , :
Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning. IEEE Trans. Mob. Comput. 23(12): 15289-15306 ()]]>https://dblp.org/rec/journals/tmc/ZhangWWWZW24Sun, 01 Dec 2024 00:00:00 +0100 Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction.https://doi.org/10.1109/TVT.2023.3307755, , , , , , :
Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction. IEEE Trans. Veh. Technol. 73(1): 282-294 ()]]>https://dblp.org/rec/journals/tvt/WangWWZZBW24Mon, 01 Jan 2024 00:00:00 +0100 NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching.https://doi.org/10.1609/aaai.v38i1.27794, , , , , , :
NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching. AAAI : 401-409]]>https://dblp.org/rec/conf/aaai/Zhang0WZZDW24Mon, 01 Jan 2024 00:00:00 +0100 Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective.https://doi.org/10.1609/aaai.v38i8.28759, , , , , , :
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective. AAAI : 9089-9097]]>https://dblp.org/rec/conf/aaai/WangW0WZ0024Mon, 01 Jan 2024 00:00:00 +0100 HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting.https://doi.org/10.1609/aaai.v38i11.29155, , , , , , :
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting. AAAI : 12608-12616]]>https://dblp.org/rec/conf/aaai/HuangSZCDZW24Mon, 01 Jan 2024 00:00:00 +0100 Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model.https://doi.org/10.1609/aaai.v38i14.29521, , , , , , :
Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model. AAAI : 15906-15914]]>https://dblp.org/rec/conf/aaai/WuLXZHWW24Mon, 01 Jan 2024 00:00:00 +0100 A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks.https://doi.org/10.1609/aaai.v38i15.29648, , , , , :
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks. AAAI : 17042-17050]]>https://dblp.org/rec/conf/aaai/ZhaoWW0ZW24Mon, 01 Jan 2024 00:00:00 +0100 Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning.https://www.ijcai.org/proceedings/2024/248, , , , , , :
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning. IJCAI : 2243-2251]]>https://dblp.org/rec/conf/ijcai/LuoZ0WZRL24Mon, 01 Jan 2024 00:00:00 +0100 Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity.https://www.ijcai.org/proceedings/2024/264, , , , , :
Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity. IJCAI : 2388-2396]]>https://dblp.org/rec/conf/ijcai/WangWZ0X024Mon, 01 Jan 2024 00:00:00 +0100 LeRet: Language-Empowered Retentive Network for Time Series Forecasting.https://www.ijcai.org/proceedings/2024/460, , , , , :
LeRet: Language-Empowered Retentive Network for Time Series Forecasting. IJCAI : 4165-4173]]>https://dblp.org/rec/conf/ijcai/HuangZYLYW24Mon, 01 Jan 2024 00:00:00 +0100 STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts.https://doi.org/10.1145/3637528.3671680, , , , , , :
STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts. KDD : 2948-2959]]>https://dblp.org/rec/conf/kdd/WangMWW0ZW24Mon, 01 Jan 2024 00:00:00 +0100 CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting.https://doi.org/10.1145/3616855.3635759, , , , , , :
CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting. WSDM : 985-993]]>https://dblp.org/rec/conf/wsdm/ZhouSZCWCW24Mon, 01 Jan 2024 00:00:00 +0100 Scenario-Driven Cyber-Physical-Social System: Intelligent Workflow Generation Based on Capability.https://doi.org/10.1145/3589335.3651246, , , , , :
Scenario-Driven Cyber-Physical-Social System: Intelligent Workflow Generation Based on Capability. WWW (Companion Volume) : 1047-1050]]>https://dblp.org/rec/conf/www/LiZCPZY24Mon, 01 Jan 2024 00:00:00 +0100 Graph Multi-Similarity Learning for Molecular Property Prediction.https://doi.org/10.48550/arXiv.2401.17615, , :
Graph Multi-Similarity Learning for Molecular Property Prediction. CoRR abs/2401.17615 ()]]>https://dblp.org/rec/journals/corr/abs-2401-17615Mon, 01 Jan 2024 00:00:00 +0100 ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution.https://doi.org/10.48550/arXiv.2403.01738, , , , , , :
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution. CoRR abs/2403.01738 ()]]>https://dblp.org/rec/journals/corr/abs-2403-01738Mon, 01 Jan 2024 00:00:00 +0100 FairSTG: Countering performance heterogeneity via collaborative sample-level optimization.https://doi.org/10.48550/arXiv.2403.12391, , , , , :
FairSTG: Countering performance heterogeneity via collaborative sample-level optimization. CoRR abs/2403.12391 ()]]>https://dblp.org/rec/journals/corr/abs-2403-12391Mon, 01 Jan 2024 00:00:00 +0100 Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning.https://doi.org/10.48550/arXiv.2404.14073, , , , , , :
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning. CoRR abs/2404.14073 ()]]>https://dblp.org/rec/journals/corr/abs-2404-14073Mon, 01 Jan 2024 00:00:00 +0100 Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks.https://doi.org/10.48550/arXiv.2404.14941, , , , , , , :
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks. CoRR abs/2404.14941 ()]]>https://dblp.org/rec/journals/corr/abs-2404-14941Mon, 01 Jan 2024 00:00:00 +0100 Get Rid of Task Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework.https://doi.org/10.48550/arXiv.2410.10524, , , , , , :
Get Rid of Task Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework. CoRR abs/2410.10524 ()]]>https://dblp.org/rec/journals/corr/abs-2410-10524Mon, 01 Jan 2024 00:00:00 +0100 Multimodal Fusion with Relational Learning for Molecular Property Prediction.https://doi.org/10.48550/arXiv.2410.12128, , :
Multimodal Fusion with Relational Learning for Molecular Property Prediction. CoRR abs/2410.12128 ()]]>https://dblp.org/rec/journals/corr/abs-2410-12128Mon, 01 Jan 2024 00:00:00 +0100 Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction.https://doi.org/10.1109/TKDE.2021.3093881, , , , , :
Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction. IEEE Trans. Knowl. Data Eng. 35(2): 1667-1680 ()]]>https://dblp.org/rec/journals/tkde/WangGZWLW23Sun, 01 Jan 2023 00:00:00 +0100 A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction.https://doi.org/10.1109/TKDE.2022.3176650, , , , , :
A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction. IEEE Trans. Knowl. Data Eng. 35(12): 11984-11998 ()]]>https://dblp.org/rec/journals/tkde/WangZWWFW23Fri, 01 Dec 2023 00:00:00 +0100 GReTo: Remedying dynamic graph topology-task discordance via target homophily.https://openreview.net/forum?id=8duT3mi_5n, , , , , :
GReTo: Remedying dynamic graph topology-task discordance via target homophily. ICLR ]]>https://dblp.org/rec/conf/iclr/ZhouHLK0023Sun, 01 Jan 2023 00:00:00 +0100 Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.https://doi.org/10.1145/3580305.3599463, , , , , , :
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction. KDD : 2223-2232]]>https://dblp.org/rec/conf/kdd/WangZWWZ0W23Sun, 01 Jan 2023 00:00:00 +0100 An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series.https://doi.org/10.1145/3580305.3599257, , , , , , :
An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series. KDD : 2409-2418]]>https://dblp.org/rec/conf/kdd/WangZWZWZW23Sun, 01 Jan 2023 00:00:00 +0100 EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation.https://doi.org/10.1145/3580305.3599339, , , , , :
EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation. KDD : 2953-2964]]>https://dblp.org/rec/conf/kdd/YangZSWWW23Sun, 01 Jan 2023 00:00:00 +0100 Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning.https://doi.org/10.1145/3580305.3599421, , , , , , , :
Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning. KDD : 3603-3614]]>https://dblp.org/rec/conf/kdd/ZhouHYWWZLW23Sun, 01 Jan 2023 00:00:00 +0100 CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement.http://papers.nips.cc/paper_files/paper/2023/hash/9278abf072b58caf21d48dd670b4c721-Abstract-Conference.html, , , , , , :
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement. NeurIPS ]]>https://dblp.org/rec/conf/nips/HuangSZDWZW23Sun, 01 Jan 2023 00:00:00 +0100 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment.http://papers.nips.cc/paper_files/paper/2023/hash/74fa3651b41560e1c7555e0958c70333-Abstract-Conference.html, , , , , , :
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment. NeurIPS ]]>https://dblp.org/rec/conf/nips/XiaLWLWZZ23Sun, 01 Jan 2023 00:00:00 +0100 Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics.https://doi.org/10.1137/1.9781611977653.ch22, , , , , , :
Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. SDM : 190-198]]>https://dblp.org/rec/conf/sdm/ZhouYSWZZ023Sun, 01 Jan 2023 00:00:00 +0100 A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework.https://doi.org/10.1145/3539597.3570396, , , , , :
A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework. WSDM : 294-302]]>https://dblp.org/rec/conf/wsdm/WangCZWZW23Sun, 01 Jan 2023 00:00:00 +0100 Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.https://doi.org/10.48550/arXiv.2301.11742, , , , , , :
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective. CoRR abs/2301.11742 ()]]>https://dblp.org/rec/journals/corr/abs-2301-11742Sun, 01 Jan 2023 00:00:00 +0100 Counterpart Fairness - Addressing Systematic between-group Differences in Fairness Evaluation.https://doi.org/10.48550/arXiv.2305.18160, , , , , , :
Counterpart Fairness - Addressing Systematic between-group Differences in Fairness Evaluation. CoRR abs/2305.18160 ()]]>https://dblp.org/rec/journals/corr/abs-2305-18160Sun, 01 Jan 2023 00:00:00 +0100 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment.https://doi.org/10.48550/arXiv.2309.13378, , , , , , :
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment. CoRR abs/2309.13378 ()]]>https://dblp.org/rec/journals/corr/abs-2309-13378Sun, 01 Jan 2023 00:00:00 +0100 Molecular Identification and Peak Assignment: Leveraging Multi-Level Multimodal Alignment on NMR.https://doi.org/10.48550/arXiv.2311.13817, , :
Molecular Identification and Peak Assignment: Leveraging Multi-Level Multimodal Alignment on NMR. CoRR abs/2311.13817 ()]]>https://dblp.org/rec/journals/corr/abs-2311-13817Sun, 01 Jan 2023 00:00:00 +0100 Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model.https://doi.org/10.48550/arXiv.2312.08403, , , , , , :
Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model. CoRR abs/2312.08403 ()]]>https://dblp.org/rec/journals/corr/abs-2312-08403Sun, 01 Jan 2023 00:00:00 +0100 Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective.https://doi.org/10.1109/TKDE.2020.3034312, , , , :
Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective. IEEE Trans. Knowl. Data Eng. 34(8): 3786-3799 ()]]>https://dblp.org/rec/journals/tkde/ZhouWXCZ22Sat, 01 Jan 2022 00:00:00 +0100 Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN Method.https://doi.org/10.1109/TVT.2022.3176653, , , , , :
Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN Method. IEEE Trans. Veh. Technol. 71(9): 9840-9852 ()]]>https://dblp.org/rec/journals/tvt/WangZWZWW22Sat, 01 Jan 2022 00:00:00 +0100 CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction.https://doi.org/10.1145/3488560.3498394, , , , :
CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction. WSDM : 1406-1414]]>https://dblp.org/rec/conf/wsdm/0001WSZW22Sat, 01 Jan 2022 00:00:00 +0100 Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics.https://doi.org/10.48550/arXiv.2208.08878, , , , , , :
Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. CoRR abs/2208.08878 ()]]>https://dblp.org/rec/journals/corr/abs-2208-08878Sat, 01 Jan 2022 00:00:00 +0100 TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories?https://doi.org/10.1109/ICDE51399.2021.00222, , , , :
TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories? ICDE : 2189-2194]]>https://dblp.org/rec/conf/icde/ShaoWZXW21Fri, 01 Jan 2021 00:00:00 +0100 STUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility.https://doi.org/10.1145/3442381.3449817, , , , :
STUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility. WWW : 1868-1879]]>https://dblp.org/rec/conf/www/ZhouWXQL21Fri, 01 Jan 2021 00:00:00 +0100 STUaNet: Understanding uncertainty in spatiotemporal collective human mobility.https://arxiv.org/abs/2102.06027, , , , :
STUaNet: Understanding uncertainty in spatiotemporal collective human mobility. CoRR abs/2102.06027 ()]]>https://dblp.org/rec/journals/corr/abs-2102-06027Fri, 01 Jan 2021 00:00:00 +0100 Cascade structure predictive observer design for consensus control with applications to UAVs formation flying.https://doi.org/10.1016/j.automatica.2020.109200, , , :
Cascade structure predictive observer design for consensus control with applications to UAVs formation flying. Autom. 121: 109200 ()]]>https://dblp.org/rec/journals/automatica/WangZWD20Wed, 01 Jan 2020 00:00:00 +0100 Large-Scale Intelligent Taxicab Scheduling: A Distributed and Future-Aware Approach.https://doi.org/10.1109/TVT.2020.2997712, , , , :
Large-Scale Intelligent Taxicab Scheduling: A Distributed and Future-Aware Approach. IEEE Trans. Veh. Technol. 69(8): 8176-8191 ()]]>https://dblp.org/rec/journals/tvt/WangZLXL20Wed, 01 Jan 2020 00:00:00 +0100 RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework.https://doi.org/10.1609/aaai.v34i01.5480, , , , :
RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework. AAAI : 1258-1265]]>https://dblp.org/rec/conf/aaai/ZhouWXCL20Wed, 01 Jan 2020 00:00:00 +0100 Estimation of Urban Travel Time with Sparse Traffic Surveillance Data.https://doi.org/10.1145/3409501.3409539, , , :
Estimation of Urban Travel Time with Sparse Traffic Surveillance Data. HPCCT/BDAI : 218-223]]>https://dblp.org/rec/conf/hpcct/ShaoWCZ20Wed, 01 Jan 2020 00:00:00 +0100 RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework.https://arxiv.org/abs/2003.00819, , , , :
RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework. CoRR abs/2003.00819 ()]]>https://dblp.org/rec/journals/corr/abs-2003-00819Wed, 01 Jan 2020 00:00:00 +0100 Multiple Quadrotors Formation Flying Control Design and Experimental Verification.https://doi.org/10.1142/S2301385019400053, , , :
Multiple Quadrotors Formation Flying Control Design and Experimental Verification. Unmanned Syst. 7(1): 47-54 ()]]>https://dblp.org/rec/journals/us/WangZ0S19Tue, 01 Jan 2019 00:00:00 +0100 An Integrated Model for Urban Subregion House Price Forecasting: A Multi-source Data Perspective.https://doi.org/10.1109/ICDM.2019.00123, , , , :
An Integrated Model for Urban Subregion House Price Forecasting: A Multi-source Data Perspective. ICDM : 1054-1059]]>https://dblp.org/rec/conf/icdm/GeWXLZ19Tue, 01 Jan 2019 00:00:00 +0100 Attention Based Stack ResNet for Citywide Traffic Accident Prediction.https://doi.org/10.1109/MDM.2019.00-27:
Attention Based Stack ResNet for Citywide Traffic Accident Prediction. MDM : 369-370]]>https://dblp.org/rec/conf/mdm/Zhou19Tue, 01 Jan 2019 00:00:00 +0100