ZHANG Zijian (張子健)

Modeling User Retention through Generative Flow Networks

Liu, Z., Liu, S., Yang, B., Xue, Z., Cai, Q., Zhao, X., Zhang, Z., & 3 othersHu, L., Li, H. & Jiang, P., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 5497-5508

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

MDMTRec: An Adaptive Multi-Task Multi-Domain Recommendation Framework

Zhang, Z., Liu, S., Yu, J., Cai, Q., Zhao, X., Zhang, C., Liu, Z., & 5 othersLiu, Q., Zhao, H., Hu, L., Jiang, P. & Gai, K., Jul 2024, 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'2024).

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

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention

Liu, Z., Liu, S., Zhang, Z., Cai, Q., Zhao, X., Zhao, K., Hu, L., & 2 othersJiang, P. & Gai, K., 2024, SIGIR ’24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY: Association for Computing Machinery, p. 1872-1882

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

When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions

Zhang, C., Long, G., Zhou, T., Zhang, Z., Yan, P. & Yang, B., 2024, WWW ’24: Proceedings of the ACM Web Conference 2024. Association for Computing Machinery, p. 3632-3642 (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: 1

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

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: 10

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: 19

AutoSTL: Automated Spatio-Temporal Multi-Task Learning

Zhang, Z., Zhao, X., Miao, H., Zhang, C., Zhao, H. & Zhang, J., 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). Washington, DC: AAAI Press, p. 4902-4910 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 4).

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

Counterfactual Adversarial Learning for Recommendation

Liu, J., Zhang, Z., Zhao, X. & Li, J., 2023, CIKM '23 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. New York, NY: Association for Computing Machinery, Inc, p. 4115-4119 (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

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

MAE4Rec: Storage-saving Transformer for Sequential Recommendations

Zhao, K., Zhao, X., Zhang, Z. & Li, M., 2022, CIKM '22 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. New York: Association for Computing Machinery, p. 2681-2690 (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