He, Lifang

A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT

Zhou, C., Li, Q., Li, C., Yu, J., Liu, Y., Wang, G., Zhang, K., Ji, C., Yan, Q., He, L., et al. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 574

A generalist vision-language foundation model for diverse biomedical tasks

Zhang, K., Zhou, R., Adhikarla, E., Yan, Z., Liu, Y., Yu, J., Liu, Z., Chen, X., Davison, B. D., Ren, H., et al. (2024) · Nature Medicine

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 333

BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks

Cui, H., Dai, W., Zhu, Y., Kan, X., Gu, A. A. C., Lukemire, J., Zhan, L., He, L., Guo, Y., & Yang, C. (2023) · IEEE Transactions on Medical Imaging

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 218

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market

Peng, H., Li, J., Wang, Z., Yang, R., Liu, M., Zhang, M., Yu, P., & He, L. (2021) · IEEE Transactions on Knowledge and Data Engineering

Housing Market and EconomicsAdvanced Graph Neural Networks

Cited by 43

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation

Deng, Z., Peng, H., Xia, C., Li, J., He, L., & Yu, P. (2020) · Proceedings of the 28th International Conference on Computational Linguistics

Recommender Systems and TechniquesSentiment Analysis and Opinion Mining

Cited by 19

Mora: Enabling Generalist Video Generation via A Multi-Agent Framework

Yuan, Z., Liu, Y., Cao, Y., Sun, W., Jia, H., Chen, R., Li, Z., Lin, B., Yuan, L., He, L., et al. (2024) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 8