Miss WANG Wanyu (王婉玉)

ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems

Jia, P., Wang, Y., Du, Z., Zhao, X., Wang, Y., Chen, B., Wang, W., & 2 othersGuo, 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

PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction

Zhang, Z., Zhao, X., Liu, Q., Zhang, C., Ma, Q., Wang, W., Zhao, H., & 2 othersWang, Y. & Liu, Z., Oct 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3195–3205

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

Scopus citations: 3

Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting

Ma, Q., Zhang, Z., Zhao, X., LI, H., Zhao, H., Wang, Y., Liu, Z., & 1 othersWang, W., Oct 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information & Knowledge Management. Association for Computing Machinery, p. 1756-1765

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

Scopus citations: 2

STRec: Sparse Transformer for Sequential Recommendations

Li, C., Wang, Y., Liu, Q., Zhao, X., Wang, W., Wang, Y., Zou, L., & 2 othersFan, 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: 2

LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems

Liu, L., Liu Cai, Zhang, C., Zhao, X., Gao, J., Wang, W., Yifu Lv, & 5 othersFan, W., Wang, Y., He, M., Liu, Z. & Li, Q., Jul 2023, SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 289-299

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

Scopus citations: 7

MMMLP: Multi-modal Multilayer Perceptron for Sequential Recommendations

Liang, J., Zhao, X., Li, M., Zhang, Z., Wang, W., Liu, H. & Liu, Z., 30 Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. Ding, Y. & Tang, J. (eds.). Association for Computing Machinery, Inc, p. 1109-1117 (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: 11

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. (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: 12

AutoDPQ: Automated Differentiable Product Quantization for Embedding Compression

Gan, X., Wang, Y., Zhao, X., Wang, W., Wang, Y. & Liu, Z., 2023, SIGIR '23 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York: Association for Computing Machinery (ACM), p. 1833–1837

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

AutoMLP: Automated MLP for Sequential Recommendations

Li, M., Zhang, Z., Zhao, X., Wang, W., Zhao, M., Wu, R. & Guo, R., 2023, The ACM Web Conference 2023: Proceedings of The World Wide Web Conference WWW 2023. Association for Computing Machinery, p. 1190-1198 (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: 20

Mitigating Action Hysteresis in Traffic Signal Control with Traffic Predictive Reinforcement Learning

Han, X., Zhao, X., Zhang, L. & Wang, W., 2023, KDD '23 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data. New York: Association for Computing Machinery (ACM), p. 673-684

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

Scopus citations: 5

MLPST: MLP is All You Need for Spatio-Temporal Prediction

Zhang, Z., Huang, Z., Hu, Z., Zhao, X., Wang, W., Liu, Z., Zhang, J., & 2 othersQin, S. J. & Zhao, H., 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3381–3390 (International Conference on Information and Knowledge Management, Proceedings).

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

Scopus citations: 7