Academic Profile : Faculty
Assoc Prof Sun Aixin
Associate Dean (UG Education), College of Computing & Data Science
Associate Professor, College of Computing & Data Science
Email
Journal Articles
(Not applicable to NIE
staff as info will be
pulled from PRDS)
(Not applicable to NIE
staff as info will be
pulled from PRDS)
Highly Cited:
Sun, A., Lim, E. P., & Liu, Y. (2009). On strategies for imbalanced text classification using SVM: A comparative study. Decision Support Systems, 48(1), 191-201.
Liu, Y., Loh, H. T., & Sun, A. (2009). Imbalanced text classification: A term weighting approach. Expert Systems with Applications, 36(1), 690-701.
Ma, Z., Sun, A., & Cong, G. (2013). On predicting the popularity of newly emerging hashtags in Twitter. Journal of the American Society for Information Science and Technology, 64(7), 1399-1410.
Li, J., Sun, A., Han, J., & Li, C. (2020). A survey on deep learning for named entity recognition. IEEE Transactions on Knowledge and Data Engineering, 34(1), 50-70.
Zheng, X., Han, J., & Sun, A. (2018). A survey of location prediction on Twitter. IEEE Transactions on Knowledge and Data Engineering, 30(9), 1652-1671.
Li, C., Duan, Y., Wang, H., Zhang, Z., Sun, A., & Ma, Z. (2017). Enhancing topic modeling for short texts with auxiliary word embeddings. ACM Transactions on Information Systems (TOIS), 36(2), 11.
Sedhai, S., & Sun, A. (2017). Semi-supervised spam detection in Twitter stream. IEEE Transactions on Computational Social Systems, 5(1), 169-175.
Yuan, Q., Cong, G., Zhao, K., Ma, Z., & Sun, A. (2015). Who, where, when, and what: A nonparametric Bayesian approach to context-aware recommendation and search for twitter users. ACM Transactions on Information Systems (TOIS), 33(1), 1-33.
Li, C., Sun, A., Weng, J., & He, Q. (2014). Tweet segmentation and its application to named entity recognition. IEEE Transactions on Knowledge and Data Engineering, 27(2), 558-570.
Yao, Y. Y., Tang, X. X., Lim, E. P. E. P., & Sun, A. A. (2006). An energy-efficient and access latency optimized indexing scheme for wireless data broadcast. IEEE Transactions on Knowledge and Data Engineering, 18(8), 1111-1124.
Click here for more publications.
Recent Publication:
Chen, X., Yao, L., Wang, X., Sun, A., & Sheng, Q. Z. (2022). Generative adversarial reward learning for generalized behavior tendency inference. IEEE Transactions on Knowledge and Data Engineering, article in press.
Zhang, H., Sun, A., Jing, W., Zhen, L., Zhou, J. T., & Goh, R. S. M. (2021). Natural language video localization: A revisit in span-based question answering framework. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(8), 4252-4266.
Lee, G. E., & Sun, A. (2021). Understanding the stability of medical concept embeddings. Journal of the Association for Information Science and Technology, 72(3), 346-356.
Li, J., Sun, A., Han, J., & Li, C. (2020). A survey on deep learning for named entity recognition. IEEE Transactions on Knowledge and Data Engineering, 34(1), 50-70.
Li, J., Sun, A., & Ma, Y. (2020). Neural named entity boundary detection. IEEE Transactions on Knowledge and Data Engineering, 33(4), 1790-1795.
Zongyang Ma, Aixin Sun, Gao Cong. (2013). On Predicting Popularity of Newly Emerging Hashtags in Twitter. American Society for Information Science and Technology Journal.
Aixin Sun, Sourav S. Bhowmick. (2010). Quantifying Tag Representativeness of Visual Content of Social Images. ACM Multimedia.
Aixin Sun, Ee-Peng Lim, Ying Liu. (2009). On Strategies for Imbalanced Text Classification Using SVM: A Comparative Study. Decision Support Systems, 48(1), 191-201.
Sun, A., Lim, E. P., & Liu, Y. (2009). On strategies for imbalanced text classification using SVM: A comparative study. Decision Support Systems, 48(1), 191-201.
Liu, Y., Loh, H. T., & Sun, A. (2009). Imbalanced text classification: A term weighting approach. Expert Systems with Applications, 36(1), 690-701.
Ma, Z., Sun, A., & Cong, G. (2013). On predicting the popularity of newly emerging hashtags in Twitter. Journal of the American Society for Information Science and Technology, 64(7), 1399-1410.
Li, J., Sun, A., Han, J., & Li, C. (2020). A survey on deep learning for named entity recognition. IEEE Transactions on Knowledge and Data Engineering, 34(1), 50-70.
Zheng, X., Han, J., & Sun, A. (2018). A survey of location prediction on Twitter. IEEE Transactions on Knowledge and Data Engineering, 30(9), 1652-1671.
Li, C., Duan, Y., Wang, H., Zhang, Z., Sun, A., & Ma, Z. (2017). Enhancing topic modeling for short texts with auxiliary word embeddings. ACM Transactions on Information Systems (TOIS), 36(2), 11.
Sedhai, S., & Sun, A. (2017). Semi-supervised spam detection in Twitter stream. IEEE Transactions on Computational Social Systems, 5(1), 169-175.
Yuan, Q., Cong, G., Zhao, K., Ma, Z., & Sun, A. (2015). Who, where, when, and what: A nonparametric Bayesian approach to context-aware recommendation and search for twitter users. ACM Transactions on Information Systems (TOIS), 33(1), 1-33.
Li, C., Sun, A., Weng, J., & He, Q. (2014). Tweet segmentation and its application to named entity recognition. IEEE Transactions on Knowledge and Data Engineering, 27(2), 558-570.
Yao, Y. Y., Tang, X. X., Lim, E. P. E. P., & Sun, A. A. (2006). An energy-efficient and access latency optimized indexing scheme for wireless data broadcast. IEEE Transactions on Knowledge and Data Engineering, 18(8), 1111-1124.
Click here for more publications.
Recent Publication:
Chen, X., Yao, L., Wang, X., Sun, A., & Sheng, Q. Z. (2022). Generative adversarial reward learning for generalized behavior tendency inference. IEEE Transactions on Knowledge and Data Engineering, article in press.
Zhang, H., Sun, A., Jing, W., Zhen, L., Zhou, J. T., & Goh, R. S. M. (2021). Natural language video localization: A revisit in span-based question answering framework. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(8), 4252-4266.
Lee, G. E., & Sun, A. (2021). Understanding the stability of medical concept embeddings. Journal of the Association for Information Science and Technology, 72(3), 346-356.
Li, J., Sun, A., Han, J., & Li, C. (2020). A survey on deep learning for named entity recognition. IEEE Transactions on Knowledge and Data Engineering, 34(1), 50-70.
Li, J., Sun, A., & Ma, Y. (2020). Neural named entity boundary detection. IEEE Transactions on Knowledge and Data Engineering, 33(4), 1790-1795.
Zongyang Ma, Aixin Sun, Gao Cong. (2013). On Predicting Popularity of Newly Emerging Hashtags in Twitter. American Society for Information Science and Technology Journal.
Aixin Sun, Sourav S. Bhowmick. (2010). Quantifying Tag Representativeness of Visual Content of Social Images. ACM Multimedia.
Aixin Sun, Ee-Peng Lim, Ying Liu. (2009). On Strategies for Imbalanced Text Classification Using SVM: A Comparative Study. Decision Support Systems, 48(1), 191-201.
Conference Papers
(Not applicable to NIE
staff as info will be
pulled from PRDS)
(Not applicable to NIE
staff as info will be
pulled from PRDS)
Zongcheng Ji, Aixin Sun, Gao Cong, and Jialong Han. (2016). Joint Recognition and Linking of Fine-Grained Locations from Tweets. WWW 2016.
Longke Hu, Aixin Sun, Yong Liu. (2014). Your Neighbors Affect Your Ratings: On Geographical Neighborhood Influence to Rating Prediction. 37th Annual ACM SIGIR Conference.
Longke Hu, Aixin Sun, Yong Liu. (2014). Your Neighbors Affect Your Ratings: On Geographical Neighborhood Influence to Rating Prediction. 37th Annual ACM SIGIR Conference.
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