Publications

(2022). Local Low-Rank Approximation With Superpixel-Guided Locality Preserving Graph for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

DOI

(2022). Imbalanced volunteer engagement in cultural heritage crowdsourcing: a task-related exploration based on causal inference. Information Processing and Management, 59(5): 103027.

DOI

(2021). A unified survey of treatment effect heterogeneity modeling and uplift modeling. ACM Computing Surveys, 54(8):162.

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(2021). Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder. Proceedings of 30th International Joint Conference on Artificial Intelligence (IJCAI-21)(Virtual Conference), 2021.

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(2021). A general framework for causal classification. International Journal of Data Science and Analytics. 11:127-139.

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(2021). Treatment effect estimation with disentangled latent factors. Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21) (Virtual Conference), 2021.

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(2020). Robust multi-instance learning with stable instances. Proceedings of the Twenty-Fourth European Conference on Artificial Intelligence (ECAI'20) (Santiago de Compostela, Spain), 2020.

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(2019). Large expert-curated database for benchmarking document similarity detection in biomedical literature search. Database, 2019:baz085.

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(2019). Assessment of network module identification across complex diseases. Nature Methods, 16:843-852..

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(2018). miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase. BMC Bioinformatics 19:516, Springer.

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(2018). Estimating heterogeneous treatment effect by balancing heterogeneity and fitness. BMC Bioinformatics, 19:518, Springer.

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(2017). Mining heterogeneous causal effects for personalized cancer treatment. Bioinformatics, 33(15): 2372-2378. Oxford University Press..

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(2016). Predicting miRNA Targets by Integrating Gene Regulatory Knowledge with Expression Profiles. PLOS ONE. 11(4): e0152860. Public Library of Science.

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(2014). Multi-instance learning with distribution change. Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI'14) (Québec, Canada.).

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