ZHU Yuanshao (朱元紹)

ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model

Zhu, Y., Yu, J. J., Zhao, X., Liu, Q., Ye, Y., Chen, W., Zhang, Z., & 2 othersWei, X. & Liang, Y., 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. 4676-4687 (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

When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications

Liu, Q., Wu, X., Zhao, X., Zhu, Y., Xu, D., Tian, F. & Zheng, Y., Jul 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, Inc, p. 1104-1114 (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

Scopus citations: 5

SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis

Zhu, Y., Ye, Y., Wu, Y., Zhao, X. & Yu, J. J. Q., 14 Dec 2023, NeurIPS Proceedings: Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Vol. 36. (Advances in Neural Information Processing Systems).

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

Scopus citations: 1

DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model

Zhu, Y., Ye, Y., Zhang, S., Zhao, X. & Yu, J. J. Q., Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). p. 65168-65188 (Advances in Neural Information Processing Systems; vol. 36).

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: 14