Yixin Liu

Graph Self-Supervised Learning: A Survey

Yixin Liu, Ming Jin, Shirui Pan et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 495 citations · Full text

Computing, Computer Science, Knowledge Representation +14

Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning

Yixin Liu, Zhao Li, Shirui Pan et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 448 citations · Full text

Computing, Computer Science, Data Mining +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

BRIO: Bringing Order to Abstractive Summarization

Yixin Liu, Pengfei Liu, Dragomir Radev et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 205 citations · Full text

Computing, Computer Science, Computational Linguistics +16

Towards Unsupervised Deep Graph Structure Learning

Yixin Liu, Yu Zheng, Daokun Zhang et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 195 citations

Computing, Computer Science, Edge Computing +16