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

    Denmark

20092024

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  • Article in proceeding

    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, p. 351-352 2 p. 8788738. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2019-June).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    3 Citations (Scopus)

  • 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, p. 242-243 2 p. 9162204. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2020-June).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › 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, p. 1910-1913 4 p. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    12 Citations (Scopus)

  • 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, p. 1342-1354 13 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    19 Citations (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, p. 349-350 2 p. 8788747. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2019-June).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (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, p. 236-237 2 p. 9162212. (Proceedings - IEEE International Conference on Mobile Data Management, Vol. 2020-June).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • 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, p. 240-245 6 p. 7962458

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    5 Citations (Scopus)

  • 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, Vol. 2018-June. p. 278-279 2 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    6 Citations (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, p. 11861-11870 10 p. (I E E E Conference on Computer Vision and Pattern Recognition. Proceedings).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    File
    7 Citations (Scopus)
    20 Downloads (Pure)

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

    Cirstea, R-G., Micu, D-V., Muresan, G-M., Guo, C. & Yang, B., 17 Oct 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. (eds.). Association for Computing Machinery, p. 1527-1530 4 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    60 Citations (Scopus)

  • Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories

    Kieu, T., Yang, B., Guo, C. & Jensen, C. S., 17 Oct 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. (eds.). Association for Computing Machinery, p. 863-872 10 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    41 Citations (Scopus)

  • 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, p. 1739-1750 12 p. 9458855. (Proceedings - International Conference on Data Engineering, Vol. 2021-April).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    27 Citations (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. (eds.). Association for Computing Machinery, 4 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    1 Citation (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, p. 265-276 12 p. (Proceedings - International Conference on Data Engineering, Vol. 2021-April).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    47 Citations (Scopus)

  • 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, p. 449-460 12 p. (Advances in Database Technology).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    20 Citations (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 p. 15

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    11 Citations (Scopus)

  • Finding top-k optimal sequenced routes

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

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    38 Citations (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, p. 1761-1762 2 p. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    7 Citations (Scopus)

  • 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, p. 122-131

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    133 Citations (Scopus)

  • Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems

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

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › 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, p. 2141-2153 13 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    9 Citations (Scopus)

  • iPark: Identifying parking spaces from trajectories

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

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    17 Citations (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, p. 2006-2009 4 p. 9101780. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    11 Citations (Scopus)

  • Learning to route with sparse trajectory sets

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

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    61 Citations (Scopus)

  • 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, p. 2999-3010 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • 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 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • 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, Vol. 2018-June. p. 125-134 10 p. (IEEE International Conference on Mobile Data Management (MDM)).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    152 Citations (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, p. 1933-1943 11 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    13 Citations (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. (ed.). ijcai.org, p. 2725-2732 8 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    168 Citations (Scopus)

  • 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, p. 335 12 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    75 Citations (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, p. 2120-2129 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    11 Citations (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, p. 3038-3050 13 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    20 Citations (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, p. 671-680 10 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    43 Citations (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. (eds.). Association for Computing Machinery, p. 1-12 14. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access
    File
    2 Citations (Scopus)
    46 Downloads (Pure)

  • 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, p. 1417-1428 12 p. 9101647. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    68 Citations (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, Vol. 2018-June. p. 40-45 6 p. (IEEE International Conference on Mobile Data Management (MDM)).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    9 Citations (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, p. 1274-1285 12 p. 8731475. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    68 Citations (Scopus)

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

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

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    28 Citations (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, p. 350-361 12 p. 8731609. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • 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. (ed.). International Joint Conferences on Artificial Intelligence, p. 3286-3292 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    13 Citations (Scopus)

  • 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, p. 2873-2885 13 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    3 Citations (Scopus)