Publications

Score-Based Generative Diffusion Models for Social Recommendations

Published in TKDE, 2025

Social Recommendation

Recommended citation: C. Liu, J. Zhang, S. Wang, W. Fan and Q. Li, "Score-Based Generative Diffusion Models for Social Recommendations," in IEEE Transactions on Knowledge and Data Engineering, vol. 37, no. 11, pp. 6666-6679, Nov. 2025, doi: 10.1109/TKDE.2025.3600103.

Generative Diffusion Models on Graphs: Methods and Applications

Published in IJCAI, 2023

IJCAI survey

Recommended citation: Fan, W., Liu, C., Liu, Y., Li, J., Li, H., Liu, H., Tang, J. and Li, Q., 2023. Generative diffusion models on graphs: Methods and applications. arXiv preprint arXiv:2302.02591.

Chengyi LIU

Publications

Score-Based Generative Diffusion Models for Social Recommendations

Generative Diffusion Models on Graphs: Methods and Applications