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Bin Yang 0002
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Publications
- 2024
- [j37]Yan Zhao, Kai Zheng, Ziwei Wang, Liwei Deng, Bin Yang, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou:
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. VLDB J. 33(1): 163-184 (2024) - [i33]Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan:
GTM: General Trajectory Modeling with Auto-regressive Generation of Feature Domains. CoRR abs/2402.07232 (2024) - [i32]Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang:
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. CoRR abs/2403.20150 (2024) - 2023
- [j35]Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen:
AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting. Proc. ACM Manag. Data 1(1): 97:1-97:26 (2023) - [j34]David Campos, Miao Zhang, Bin Yang, Tung Kieu, Chenjuan Guo, Christian S. Jensen:
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation. Proc. ACM Manag. Data 1(2): 171:1-171:27 (2023) - [j33]Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen:
Origin-Destination Travel Time Oracle for Map-based Services. Proc. ACM Manag. Data 1(3): 217:1-217:27 (2023) - [j30]Yunyao Cheng, Peng Chen, Chenjuan Guo, Kai Zhao, Qingsong Wen, Bin Yang, Christian S. Jensen:
Weakly Guided Adaptation for Robust Time Series Forecasting. Proc. VLDB Endow. 17(4): 766-779 (2023) - [j29]Yan Zhao, Kai Zheng, Yunchuan Li, Jinfu Xia, Bin Yang, Torben Bach Pedersen, Rui Mao, Christian S. Jensen, Xiaofang Zhou:
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(8): 8386-8401 (2023) - [j26]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen, Jesper Møller:
Stochastic Routing with Arrival Windows. ACM Trans. Spatial Algorithms Syst. 9(4): 30:1-30:48 (2023) - [c63]Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
LightPath: Lightweight and Scalable Path Representation Learning. KDD 2023: 2999-3010 - [i31]David Campos, Miao Zhang, Bin Yang, Tung Kieu, Chenjuan Guo, Christian S. Jensen:
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation - Extended Version. CoRR abs/2302.12721 (2023) - [i29]Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen:
Origin-Destination Travel Time Oracle for Map-based Services. CoRR abs/2307.03048 (2023) - [i28]Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
LightPath: Lightweight and Scalable Path Representation Learning. CoRR abs/2307.10171 (2023) - 2022
- [c59]Tung Kieu, Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao, Yale Song, Christian S. Jensen:
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. ICDE 2022: 1342-1354 - [c58]Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing. ICDE 2022: 2141-2153 - [c57]Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen:
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning. ICDE 2022: 2873-2885 - [c55]Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng:
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection. ICDE 2022: 3038-3050 - [c50]Yan Zhao, Xuanhao Chen, Liwei Deng, Tung Kieu, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Outlier Detection for Streaming Task Assignment in Crowdsourcing. WWW 2022: 1933-1943 - [i26]Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report). CoRR abs/2203.14241 (2022) - [i24]Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen:
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning - Extended Version. CoRR abs/2203.16110 (2022) - [i23]Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng:
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version. CoRR abs/2204.03341 (2022) - [i20]Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen:
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey. CoRR abs/2208.10498 (2022) - [i19]Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen:
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis. CoRR abs/2209.04635 (2022) - [i18]Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen:
Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting. CoRR abs/2211.16126 (2022) - [i16]Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng:
A Pattern Discovery Approach to Multivariate Time Series Forecasting. CoRR abs/2212.10306 (2022) - 2021
- [j23]David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles. Proc. VLDB Endow. 15(3): 611-623 (2021) - [j22]Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen:
AutoCTS: Automated Correlated Time Series Forecasting. Proc. VLDB Endow. 15(4): 971-983 (2021) - [c49]Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen:
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. ICDE 2021: 265-276 - [i13]David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles - Extended Version. CoRR abs/2111.11108 (2021) - [i11]Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen:
AutoCTS: Automated Correlated Time Series Forecasting - Extended Version. CoRR abs/2112.11174 (2021) - 2020
- [j20]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen:
Anytime Stochastic Routing with Hybrid Learning. Proc. VLDB Endow. 13(9): 1555-1567 (2020) - [j19]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen:
Fast stochastic routing under time-varying uncertainty. VLDB J. 29(4): 819-839 (2020) - [j18]Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen, Lu Chen:
Context-aware, preference-based vehicle routing. VLDB J. 29(5): 1149-1170 (2020) - [c45]Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Hui Xiong:
Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks. ICDE 2020: 1417-1428 - [c44]Simon Aagaard Pedersen, Bin Yang, Christian S. Jensen:
A Hybrid Learning Approach to Stochastic Routing. ICDE 2020: 1910-1913 - 2019
- [c39]Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
Stochastic Weight Completion for Road Networks Using Graph Convolutional Networks. ICDE 2019: 1274-1285 - [c38]Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen:
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles. IJCAI 2019: 2725-2732 - 2018
- [j15]Bin Yang, Jian Dai, Chenjuan Guo, Christian S. Jensen, Jilin Hu:
PACE: a PAth-CEntric paradigm for stochastic path finding. VLDB J. 27(2): 153-178 (2018) - [j14]Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen:
Risk-aware path selection with time-varying, uncertain travel costs: a time series approach. VLDB J. 27(2): 179-200 (2018) - [c35]Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen:
Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories. CIKM 2018: 863-872 - [c32]Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen:
Learning to Route with Sparse Trajectory Sets. ICDE 2018: 1073-1084 - [c29]Tung Kieu, Bin Yang, Christian S. Jensen:
Outlier Detection for Multidimensional Time Series Using Deep Neural Networks. MDM 2018: 125-134 - [i7]Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen:
Learning to Route with Sparse Trajectory Sets - Extended Version. CoRR abs/1802.07980 (2018) - [i3]Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen, Lu Chen:
Recurrent Multi-Graph Neural Networks for Travel Cost Prediction. CoRR abs/1811.05157 (2018) - 2017
- [j13]Jilin Hu, Bin Yang, Christian S. Jensen, Yu Ma:
Enabling time-dependent uncertain eco-weights for road networks. GeoInformatica 21(1): 57-88 (2017) - [c27]Robert Waury, Jilin Hu, Bin Yang, Christian S. Jensen:
Assessing the Accuracy Benefits of On-the-Fly Trajectory Selection in Fine-Grained Travel-Time Estimation. MDM 2017: 240-245 - 2016
- [j12]Jian Dai, Bin Yang, Chenjuan Guo, Christian S. Jensen, Jilin Hu:
Path Cost Distribution Estimation Using Trajectory Data. Proc. VLDB Endow. 10(3): 85-96 (2016) - [c26]Hua Lu, Chenjuan Guo, Bin Yang, Christian S. Jensen:
Finding Frequently Visited Indoor POIs Using Symbolic Indoor Tracking Data. EDBT 2016: 449-460 - [c25]Saad Aljubayrin, Bin Yang, Christian S. Jensen, Rui Zhang:
Finding non-dominated paths in uncertain road networks. SIGSPATIAL/GIS 2016: 15:1-15:10 - 2015
- [j10]Chenjuan Guo, Bin Yang, Ove Andersen, Christian S. Jensen, Kristian Torp:
EcoMark 2.0: empowering eco-routing with vehicular environmental models and actual vehicle fuel consumption data. GeoInformatica 19(3): 567-599 (2015) - [j8]Shuo Shang, Kai Zheng, Christian S. Jensen, Bin Yang, Panos Kalnis, Guohe Li, Ji-Rong Wen:
Discovery of Path Nearby Clusters in Spatial Networks. IEEE Trans. Knowl. Data Eng. 27(6): 1505-1518 (2015) - [j7]Bin Yang, Chenjuan Guo, Yu Ma, Christian S. Jensen:
Toward personalized, context-aware routing. VLDB J. 24(2): 297-318 (2015) - [c22]Chenjuan Guo, Bin Yang, Ove Andersen, Christian S. Jensen, Kristian Torp:
EcoSky: Reducing vehicular environmental impact through eco-routing. ICDE 2015: 1412-1415 - [i2]Jian Dai, Bin Yang, Chenjuan Guo, Christian S. Jensen:
Efficient and Accurate Path Cost Estimation Using Trajectory Data. CoRR abs/1510.02886 (2015) - 2014
- [j6]Chenjuan Guo, Christian S. Jensen, Bin Yang:
Towards Total Traffic Awareness. SIGMOD Rec. 43(3): 18-23 (2014) - [j5]Bin Yang, Manohar Kaul, Christian S. Jensen:
Using Incomplete Information for Complete Weight Annotation of Road Networks. IEEE Trans. Knowl. Data Eng. 26(5): 1267-1279 (2014) - [c21]Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul, Shuo Shang:
Stochastic skyline route planning under time-varying uncertainty. ICDE 2014: 136-147 - [c20]Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen:
Efficient Top-k Spatial Locality Search for Co-located Spatial Web Objects. MDM (1) 2014: 269-278 - [c19]Yu Ma, Bin Yang, Christian S. Jensen:
Enabling Time-Dependent Uncertain Eco-Weights For Road Networks. GeoRich@SIGMOD 2014: 1:1-1:6 - [c18]Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen:
Integrating non-spatial preferences into spatial location queries. SSDBM 2014: 8:1-8:12 - 2013
- [j4]Bin Yang, Chenjuan Guo, Christian S. Jensen:
Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models. Proc. VLDB Endow. 6(9): 769-780 (2013) - [j3]Manohar Kaul, Raymond Chi-Wing Wong, Bin Yang, Christian S. Jensen:
Finding Shortest Paths on Terrains by Killing Two Birds with One Stone. Proc. VLDB Endow. 7(1): 73-84 (2013) - [c17]Leon Derczynski, Bin Yang, Christian S. Jensen:
Towards context-aware search and analysis on social media data. EDBT 2013: 137-142 - [c16]Bin Yang, Nicolas Fantini, Christian S. Jensen:
iPark: identifying parking spaces from trajectories. EDBT 2013: 705-708 - [c15]Manohar Kaul, Bin Yang, Christian S. Jensen:
Building Accurate 3D Spatial Networks to Enable Next Generation Intelligent Transportation Systems. MDM (1) 2013: 137-146 - [c13]Ove Andersen, Christian S. Jensen, Kristian Torp, Bin Yang:
EcoTour: Reducing the Environmental Footprint of Vehicles Using Eco-routes. MDM (1) 2013: 338-340 - [i1]Bin Yang, Manohar Kaul, Christian S. Jensen:
Using Incomplete Information for Complete Weight Annotation of Road Networks - Extended Version. CoRR abs/1308.0484 (2013) - 2012
- [c12]Chenjuan Guo, Yu Ma, Bin Yang, Christian S. Jensen, Manohar Kaul:
EcoMark: evaluating models of vehicular environmental impact. SIGSPATIAL/GIS 2012: 269-278 - 2011
- [c10]Hua Lu, Bin Yang, Christian S. Jensen:
Spatio-temporal joins on symbolic indoor tracking data. ICDE 2011: 816-827 - 2010
- [j2]Christian S. Jensen, Hua Lu, Bin Yang:
Indoor - A New Data Management Frontier. IEEE Data Eng. Bull. 33(2): 12-17 (2010) - [c7]Bin Yang, Hua Lu, Christian S. Jensen:
Probabilistic threshold k nearest neighbor queries over moving objects in symbolic indoor space. EDBT 2010: 335-346 - 2009
- [c4]Bin Yang, Hua Lu, Christian S. Jensen:
Scalable continuous range monitoring of moving objects in symbolic indoor space. CIKM 2009: 671-680 - [c2]Christian S. Jensen, Hua Lu, Bin Yang:
Graph Model Based Indoor Tracking. Mobile Data Management 2009: 122-131 - [c1]Christian S. Jensen, Hua Lu, Bin Yang:
Indexing the Trajectories of Moving Objects in Symbolic Indoor Space. SSTD 2009: 208-227
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