Lifang He

A Survey on Text Classification: From Traditional to Deep Learning

Qian Li, Hao Peng, Jianxin Li et al. · ACM Transactions on Intelligent Systems and Technology · 2022 · 466 citations

Computing, Computer Science, Feature Engineering +16

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

Ce Zhou, Qian Li, Chen Li et al. · International Journal of Machine Learning and Cybernetics · 2024 · 373 citations

Computing, Computer Science, Knowledge Representation +4

Multi-level Feature Learning for Contrastive Multi-view Clustering

Jie Xu, Huayi Tang, Yazhou Ren et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 343 citations

Computing, Computer Science, Computer Vision +14

Adversarial Attack and Defense on Graph Data: A Survey

Lichao Sun, Yingtong Dou, Carl Yang et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 243 citations · Full text

Computing, Computer Science, Computer Security +13

Self-Supervised Discriminative Feature Learning for Deep Multi-View Clustering

Jie Xu, Yazhou Ren, Huayi Tang et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 229 citations · Full text

Computing, Computer Science, Computer Vision +13