Yizhen Zheng

Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning

Ming Jin, Yizhen Zheng, Yuan-Fang Li et al. · 2021 · 133 citations · Full text

Siamese Self-distillation, Graph Neural Network, Graph Representation Learning +12

A survey on fairness-aware recommender systems

Di Jin, Luzhi Wang, He Zhang et al. · Information Fusion · 2023 · 71 citations · Full text

Engineering, Fairness-aware Recommender Systems, Computational Social Science +19

Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating

Yixin Liu, Yizhen Zheng, Daokun Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 55 citations · Full text

Geometric Learning, Graph Neural Network, Graph Representation Learning +12

Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination

Yizhen Zheng, Shirui Pan, Vincent C. S. Lee et al. · arXiv (Cornell University) · 2022 · 51 citations · Full text

Graph Sparsity, Engineering, Machine Learning +17

Large language models for scientific discovery in molecular property prediction

Yizhen Zheng, Huan Yee Koh, Jiaxin Ju et al. · Nature Machine Intelligence · 2025 · 43 citations

Large Language Models, Natural Language Processing, Discovery Technique +13