Google Scholar Publications
Last update: Apr. 2020
- Yan, B., Mai, G., Hu, Y., and Janowicz, K. (2020): Harnessing Heterogeneous Big Geospatial Data. In: M. Werner and Y. Chiang (Eds). Handbook of Big Geospatial Data, Springer.
- Mai, G., Janowicz, K., Yan, B., Zhu, R., Cai, L., and Lao, N. (2020): Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells. In: Proceedings of ICLR 2020, Apr. 26 - 30, 2020, Addis Ababa, Ethiopia. (Spotlight Paper, Acceptance Rate 6%, 156 out of 2594 submissions)
- Cai, L., Yan, B., Mai, G., Janowicz, K., and Zhu, R. (2019): TransGCN: A Translation-Based Graph Convolutional Network Model for Link Prediction. In: Proceedings of K-CAP 2019, Nov. 19 - 21, 2019, Marina del Rey, CA, USA. (1st Place in Best Full Paper Award)
- Mai, G., Janowicz, K., Yan, B., Zhu, R., Cai, L., and Lao, N. (2019): Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs. In: Proceedings of K-CAP 2019, Nov. 19 - 21, 2019, Marina del Rey, CA, USA.
- Yan, B., Walker, M., and Janowicz, K. (2019): A Time-Aware Inductive Representation Learning Strategy for Heterogeneous Graphs. 15th International Workshop on Mining and Learning with Graphs (MLG'19) at KDD 2019.
- Yan, B., Janowicz, K., Mai, G., and Zhu, R. (2019): A Spatially Explicit Reinforcement Learning Model for Geographic Knowledge Graph Summarization. Transactions in GIS.
- Mai, G., Janowicz, K., Yan, B., and Scheider, Simon. (2019): Deeply Integrating Linked Data with Geographic Information Systems. Transactions in GIS.
- Mai, G., Yan, B., Janowicz, K., and Zhu, R. (2019): Relaxing Unanswerable Geographic Questions Using A Spatially Explicit Knowledge Graph Embedding Model. The 22nd AGILE International Conference on Geographic Information Science. (1st Place in Best Full Paper Award)
- Mai, G., Janowicz, K., and Yan, B. (2018): Support and Centrality: Learning Weights for Knowledge Graph Embedding Models. The 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), Nancy, France, 12-16 November 2018.
- Mai, G., Janowicz, K., and Yan, B. (2018): Combining text embedding and knowledge graph embedding techniques for academic search engines. The 4th Workshop on Semantic Deep Learning (SemDeep-4) at the International Semantic Web Conference (ISWC), October 8 – 12, 2018, Monterey, California, USA.
- Janowicz, K., Yan, B., Regalia, B., Zhu, R., and Mai, G. (2018): Debiasing Knowledge Graphs: Why Female Presidents are not like Female Popes. The International Semantic Web Conference (ISWC) 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks, October 8 – 12, 2018, Monterey, California, USA.
- Yan, B., Janowicz, K., Mai, G., and Zhu, R. (2018): xNet+SC: Classifying Places Based on Images by Incorporating Spatial Contexts. GIScience 2018, the Tenth International Conference on Geographic Information Science, Melbourne, Australia.
- Mai, G., Janowicz, K., Prasad, S., and Yan, B. (2018): Visualizing The Semantic Similarity of Geographic Features. In Proceedings of 21st Conference on Geo-information science (AGILE 2018), June 12 - 15, 2018, Lund, Sweden.
- Liu, K., Gao, S., Qiu, P., Liu, X., Yan, B., and Lu, F. (2017): Road2Vec: Measuring Traffic Interactions in Urban Road System from Massive Travel Routes. ISPRS International Journal of Geo-Information.
- Yan, B., Janowicz, K., Mai, G., and Gao, S. (2017): From ITDL to Place2Vec – Reasoning About Place Type Similarity and Relatedness by Learning Embeddings From Augmented Spatial Contexts. In Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2017). (Acceptance Rate 18%)
- Gao, S., Janowicz, K., Montello, D., Hu, Y., Yang, J.-A., McKenzie, G., Ju, Y., Gong, L. Adams, B., and Yan, B. (2017): A Data-Synthesis-Driven Method for Detecting and Extracting Vague Cognitive Regions. International Journal of Geographical Information Science.
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Ju, Y., Adams, B., Janowicz, K., Hu, Y., Yan, B., and McKenzie, G. (2016): Things and Strings: Improving Place Name Disambiguation from Short Texts by Combining Entity Co-Occurrence with Topic Modeling. The 20th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2016), Bologna, Italy, 19-23 November 2016
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Yan, B., Janowicz, K., and Hu, Y. (2016): A Data-Driven Approach for Detecting and Quantifying Modeling Biases in Geo-Ontologies Using a Discrepancy Index. GIScience 2016 Short Paper Proceedings. Ninth International Conference on Geographic Information Science. Montreal, Canada.
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Zhu, R., Janowicz, K., Yan, B., and Hu, Y. (2016): Which Kobani? A Case Study on the Role of Spatial Statistics and Semantics for Coreference Resolution Across Gazetteers. GIScience 2016 Short Paper Proceedings. Ninth International Conference on Geographic Information Science. Montreal, Canada.
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Yan, B., Hu, Y., Kuczenski, B., Janowicz, K., Ballatore, A., Krisnadhi, A., Ju, Y., Hitzler, P., Suh, S., Ingwersen, W. (2015): An ontology for Specifying Spatiotemporal Scopes in Life Cycle Assessment. In: Diversity++ Workshop at International Semantic Web Conference ISWC 2015.
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Gao, S., Yan, B., Gong, L., Regalia, B., Ju, Y. and Hu, Y. (2015): Uncovering Digital Divide and Physical Divide in Senegal Using Mobile Phone Data. GeoComputation 2015.
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Gao, S., Yang, J., Yan, B., Hu, Y., Janowicz, K., and McKenzie, G. (2014): Detecting origin-destination mobility flows from geotagged Tweets in Greater Los Angeles Area. In Proceedings of the Eighth International Conference on Geographic Information Science, Sep. 24-26, 2014, Vienna, Austria.
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Gao, S., Yang, J., Janowicz, K., Hu, Y., Yan, B., and McKenzie, G. (2014): TrajAnalyst: matching data to trajectory analysis modules via a conceptual framework. In Proceedings of the GIScience 2014 Workshop on Analysis of Movement Data, Sep. 23, 2014, Vienna, Austria.