WANG Yejing (王叶晶)

ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems

Jia, P., Wang, Y., Du, Z., Zhao, X., Wang, Y., Chen, B. & Wang, W. & 2 others, Guo, H. & Tang, R., Aug 2024, KDD ’24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York, NY: Association for Computing Machinery, p. 5194-5205

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3

OpenSiteRec: An Open Dataset for Site Recommendation

Li, X., Zhao, X., Wang, Y., Liu, Y., Chen, C., Long, C. & Zhang, Y. & 1 others, Xing, C., Jul 2024, SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 1483-1493 (SIGIR - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems

Liu, D., Yang, C., Tang, X., Wang, Y., Lyu, F., Luo, W. & He, X. & 2 others, Ming, Z. & Zhao, X., 2024, WSDM '24 - Proceedings of the 17th ACM International Conference on Web Search and Data Mining. New York, NY: Association for Computing Machinery, Inc, p. 434-442 9 p. (WSDM - Proceedings of the ACM International Conference on Web Search and Data Mining).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 5

STRec: Sparse Transformer for Sequential Recommendations

Li, C., Wang, Y., Liu, Q., Zhao, X., Wang, W., Wang, Y. & Zou, L. & 2 others, Fan, W. & Li, Q., Sept 2023, RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems. Zhang, J., Chen, L., Berkovsky, S., Zhang, M., Noia, T. D., Basilico, J., Pizzato, L. & Song, Y. (eds.). Association for Computing Machinery, p. 101-111

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 13

AutoDenoise: Automatic Data Instance Denoising for Recommendations

Lin, W., Zhao, X., Wang, Y., Zhu, Y. & Wang, W., Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. Ding, Y., Tang, J., Sequeda, J., Aroyo, L., Castillo, C. & Houben, G.-J. (eds.). Association for Computing Machinery, Inc, p. 1003-1011 9 p. (ACM Web Conference - Proceedings of the World Wide Web Conference, WWW).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 18

AutoML for Deep Recommender Systems: Fundamentals and Advances

Tang, R., Chen, B., Wang, Y., Guo, H., Liu, Y., Fan, W. & Zhao, X., 2023, WSDM ’23: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 1264-1267 (WSDM - Proceedings of the ACM International Conference on Web Search and Data Mining).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Doctor Specific Tag Recommendation for Online Medical Record Management

Wang, Y., Ge, S., Zhao, X., Wu, X., Xu, T., Ma, C. & Zheng, Z., 2023, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York, NY: Association for Computing Machinery, p. 5150–5161

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 6

Single-shot Feature Selection for Multi-task Recommendations

Wang, Y., Du, Z., Zhao, X., Chen, B., Guo, H., Tang, R. & Dong, Z., 2023, SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY: Association for Computing Machinery, p. 341–351

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 13

AdaFS: Adaptive Feature Selection in Deep Recommender System

Lin, W., Zhao, X., Wang, Y., Xu, T. & Wu, X., Aug 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3309–3317 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 33

AutoField: Automating Feature Selection in Deep Recommender Systems

Wang, Y., Zhao, X., Xu, T. & Wu, X., Apr 2022, WWW '22: Proceedings of the ACM Web Conference 2022. Laforest, F., Troncy, R., Simperl, E., Agarwal, D., Gionis, A., Herman, I. & Médini, L. (eds.). Association for Computing Machinery, p. 1977-1986 10 p. (WWW - Proceedings of the ACM Web Conference).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 45