Billede af Bin Yang

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Bin Yang

Ph.D.

 https://orcid.org/0000-0002-1658-1079

  • Selma Lagerløfs Vej 300, 3-2-46

    9220 Aalborg Ø

    Danmark

20092024

Publikationer pr. år

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Søgeresultater

  • 2009

    Graph Model Based Indoor Tracking

    Jensen, C. S., Lu, H. & Yang, B., 2009, Mobile Data Management: Systems, Services and Middleware, 2009. MDM '09. Tenth International Conference. IEEE Computer Society Press, s. 122-131

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    133 Citationer (Scopus)

  • Scalable Continuous Range Monitoring of Moving Objects in Symbolic Indoor Space

    Yang, B., Lu, H. & Jensen, C. S., 2009, Proceeding of the 18th ACM conference on Information and knowledge management. Association for Computing Machinery, s. 671-680 10 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    43 Citationer (Scopus)
  • 2010

    Probabilistic Threshold k Nearest Neighbor Queries over Moving Objects in Symbolic Indoor Space.

    Yang, B., Lu, H. & Jensen, C. S., 2010, EDBT '10 Proceedings of the 13th International Conference on Extending Database Technology. Association for Computing Machinery, s. 335 12 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    75 Citationer (Scopus)
  • 2013

    iPark: Identifying parking spaces from trajectories

    Yang, B., Fantini, N. & Jensen, C. S., 2 maj 2013, Advances in Database Technology - EDBT 2013: 16th International Conference on Extending Database Technology, Proceedings. s. 705-708 4 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    17 Citationer (Scopus)

  • Towards context-aware search and analysis on social media data

    Derczynski, L. R. A., Yang, B. & Jensen, C. S., 2 maj 2013, Advances in Database Technology - EDBT 2013: 16th International Conference on Extending Database Technology, Proceedings. s. 137-142 6 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    28 Citationer (Scopus)
  • 2016

    Finding Frequently Visited Indoor POIs Using Symbolic Indoor Tracking Data

    Lu, H., Guo, C., Yang, B. & Jensen, C. S., 2016, Proceedings of the 19th International Conference on Extending Database Technology (EDBT). OpenProceedings.org, s. 449-460 12 s. (Advances in Database Technology).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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    20 Citationer (Scopus)

  • Finding non-dominated paths in uncertain road networks

    Aljubayrin, S., Yang, B., Jensen, C. S. & Zhang, R., 2016, Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems . Association for Computing Machinery, 10 s. 15

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    11 Citationer (Scopus)
  • 2017

    Assessing the accuracy benefits of on-the-fly trajectory selection in fine-grained travel-time estimation

    Waury, R., Hu, J., Yang, B. & Jensen, C. S., 29 jun. 2017, Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017. IEEE, s. 240-245 6 s. 7962458

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    5 Citationer (Scopus)
  • 2018

    ASTEP: Aau's spatio-temporal data analytics platform

    Beuchert, M., Jensen, S. H., Sheikh-Omar, O. A., Svendsen, M. B. & Yang, B., 13 jul. 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. IEEE, Bind 2018-June. s. 278-279 2 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    6 Citationer (Scopus)

  • Correlated Time Series Forecasting using Multi-Task Deep Neural Networks

    Cirstea, R-G., Micu, D-V., Muresan, G-M., Guo, C. & Yang, B., 17 okt. 2018, CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (red.). Association for Computing Machinery, s. 1527-1530 4 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    60 Citationer (Scopus)

  • Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories

    Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 17 okt. 2018, Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (red.). Association for Computing Machinery, s. 863-872 10 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    41 Citationer (Scopus)

  • Finding top-k optimal sequenced routes

    Liu, H., Jin, C., Yang, B. & Zhou, A., 24 okt. 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, s. 569-580 12 s. 8509279. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    38 Citationer (Scopus)

  • Finding Top-k Shortest Paths with Diversity

    Liu, H., Jin, C., Yang, B. & Zhou, A., 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE) . IEEE, s. 1761-1762 2 s. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    7 Citationer (Scopus)

  • Learning to route with sparse trajectory sets

    Guo, C., Yang, B., Hu, J. & Jensen, C. S., 24 okt. 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. IEEE, s. 1073-1084 12 s. 8509321. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    61 Citationer (Scopus)

  • Outlier Detection for Multidimensional Time Series using Deep Neural Networks

    Kieu, T., Yang, B. & Jensen, C. S., 13 jul. 2018, Proceedings of the 19th IEEE International Conference on Mobile Data Management, MDM 2018. IEEE, Bind 2018-June. s. 125-134 10 s. (IEEE International Conference on Mobile Data Management (MDM)).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    152 Citationer (Scopus)

  • Stochastic shortest path finding in path-centric uncertain road networks

    Andonov, G. & Yang, B., 13 jul. 2018, Proceedings - 2018 IEEE 19th International Conference on Mobile Data Management, MDM 2018. IEEE, Bind 2018-June. s. 40-45 6 s. (IEEE International Conference on Mobile Data Management (MDM)).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    9 Citationer (Scopus)
  • 2019

    A charging scheduling system for electric vehicles using vehicle-To-grid

    Breum, N. K., Joergensen, M. N., Knudsen, C. A., Kristensen, L. B. & Yang, B., jun. 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. IEEE, s. 351-352 2 s. 8788738. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2019-June).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    3 Citationer (Scopus)

  • A practical delivery route planning system

    Gitz-Johansen, A., Holm, M. E., Kirkeby, L. V., Kristiansen, D., Ostenfeld, A. S., Schou, M. K. & Yang, B., jun. 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. IEEE, s. 349-350 2 s. 8788747. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2019-June).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    1 Citationer (Scopus)

  • Outlier Detection for Time Series with Recurrent Autoencoder Ensembles

    Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (red.). ijcai.org, s. 2725-2732 8 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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    168 Citationer (Scopus)

  • Stochastic Weight Completion for Road Networks using Graph Convolutional Networks

    Hu, J., Guo, C., Yang, B. & Jensen, C. S., 2019, Proceedings of 35th IEEE International Conference on Data Engineering, ICDE 2019. IEEE, s. 1274-1285 12 s. 8731475. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    68 Citationer (Scopus)

  • Towards longitudinal analytics on social media data

    Xia, F., Yang, B., Yu, C., Qian, W. & Zhou, A., apr. 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE, s. 350-361 12 s. 8731609. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • 2020

    A Correlated Time Series Forecast System

    Abildgaard, N. C., Bang, C. W., Hansen, J., Jacobsen, T. L., Knudsen, T. H., Lisby, N. O., Guo, C. & Yang, B., jun. 2020, Proceedings - 2020 21st IEEE International Conference on Mobile Data Management, MDM 2020. IEEE, s. 242-243 2 s. 9162204. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2020-June).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • A Hybrid Learning Approach to Stochastic Routing

    Pedersen, S. A., Yang, B. & Jensen, C. S., 2020, International Conference on Data Engineering (ICDE). IEEE, s. 1910-1913 4 s. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    12 Citationer (Scopus)

  • A Road Segment Attribute Completion System

    Cirstea, R. G., Gustafsson, H., Pedersen, R. R. G., Sehested, R. H. V., Winkler, T. I. & Yang, B., jun. 2020, Proceedings - 2020 21st IEEE International Conference on Mobile Data Management, MDM 2020. IEEE, s. 236-237 2 s. 9162212. (Proceedings - IEEE International Conference on Mobile Data Management, Bind 2020-June).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    1 Citationer (Scopus)

  • Estimating travel speed distributions of paths in road networks using dual-input LSTMs

    Nielsen, C. H., Randers, S. M., Yang, B. & Agerholm, N., 3 nov. 2020, Proceedings of the 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science, IWCTS 2020. Berres, A. & Kurte, K. (red.). Association for Computing Machinery, 4 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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    1 Citationer (Scopus)

  • Learning to Rank Paths in Spatial Networks

    Yang, S. B. & Yang, B., apr. 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE, s. 2006-2009 4 s. 9101780. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    11 Citationer (Scopus)

  • Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks

    Hu, J., Yang, B., Guo, C., Jensen, C. S. & Xiong, H., 2020, 2020 IEEE 36th International Conference on Data Engineering. IEEE, s. 1417-1428 12 s. 9101647. (Proceedings of the International Conference on Data Engineering).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    68 Citationer (Scopus)
  • 2021

    EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting

    Cirstea, R. G., Kieu, T., Guo, C., Yang, B. & Pan, S. J., apr. 2021, Proceedings of the 37th IEEE International Conference on Data Engineering, ICDE 2021. IEEE, s. 1739-1750 12 s. 9458855. (Proceedings - International Conference on Data Engineering, Bind 2021-April).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    27 Citationer (Scopus)

  • Fairness-aware task assignment in spatial crowdsourcing: Game-theoretic approaches

    Zhao, Y., Zheng, K., Guo, J., Yang, B., Pedersen, T. B. & Jensen, C. S., apr. 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, s. 265-276 12 s. (Proceedings - International Conference on Data Engineering, Bind 2021-April).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    47 Citationer (Scopus)

  • Unsupervised Path Representation Learning with Curriculum Negative Sampling

    Yang, S. B., Guo, C., Hu, J., Tang, J. & Yang, B., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (red.). International Joint Conferences on Artificial Intelligence, s. 3286-3292 7 s. (IJCAI International Joint Conference on Artificial Intelligence).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    13 Citationer (Scopus)
  • 2022

    Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders

    Kieu, T., Yang, B., Guo, C., Cirstea, R-G., Zhao, Y., Song, Y. & Jensen, C. S., 2022, Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022. IEEE, s. 1342-1354 13 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    19 Citationer (Scopus)

  • BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule

    Zhang, M., Pan, S., Chang, X., Su, S., Hu, J., Haffari, G. & Yang, B., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, s. 11861-11870 10 s. (I E E E Conference on Computer Vision and Pattern Recognition. Proceedings).

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    7 Citationer (Scopus)
    20 Downloads (Pure)

  • Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems

    Mathiesen, F., Yang, B. & Hu, J., 2022, Proceedings of the AAAI Conference on Artificial Intelligence. AAAI Publications, s. 4575-4582

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Influence-aware Task Assignment in Spatial Crowdsourcing

    Chen, X., Zhao, Y., Zheng, K., Yang, B. & Jensen, C. S., aug. 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, s. 2141-2153 13 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    9 Citationer (Scopus)

  • Outlier Detection for Streaming Task Assignment in Crowdsourcing.

    Zhao, Y., Chen, X., Deng, L., Kieu, T., Guo, C., Yang, B., Zheng, K. & Jensen, C. S., 2022, Proceedings of the ACM Web Conference 2022, WWW 2022. Association for Computing Machinery, s. 1933-1943 11 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    13 Citationer (Scopus)

  • RetroGraph: Retrosynthetic Planning with Graph Search

    Xie, S., Yan, R., Han, P., Xia, Y., Wu, L., Guo, C., Yang, B. & Qin, T., 14 aug. 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, s. 2120-2129 10 s. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    11 Citationer (Scopus)

  • Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection

    Kieu, T., Yang, B., Guo, C., Jensen, C. S., Zhao, Y., Huang, F. & Zheng, K., 2022, Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022. IEEE, s. 3038-3050 13 s.

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    20 Citationer (Scopus)

  • Spatio-temporal graph convolutional network for stochastic traffic speed imputation

    Cuza, C. E. M., Ho, N., Zacharatou, E. T., Pedersen, T. B. & Yang, B., 1 nov. 2022, 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2022. Renz, M., Sarwat, M., Nascimento, M. A., Shekhar, S. & Xie, X. (red.). Association for Computing Machinery, s. 1-12 14. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

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    2 Citationer (Scopus)
    46 Downloads (Pure)

  • Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning

    Yang, S. B., Guo, C., Hu, J., Yang, B., Tang, J. & Jensen, C. S., 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. 38th International Conference on Data Engineering, s. 2873-2885 13 s.

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    3 Citationer (Scopus)
  • 2023

    LightPath: Lightweight and Scalable Path Representation Learning

    Yang, S. B., Hu, J., Guo, C., Yang, B. & Jensen, C. S., 6 aug. 2023, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, s. 2999-3010 12 s. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • 2024

    Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting

    Chen, P., Zhang, Y., Cheng, Y., Shu, Y., Wang, Y., Wen, Q., Yang, B. & Guo, C., 16 jan. 2024, International Conference on Learning Representations. 18 s.

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