Yizhen Zheng

1. Large Language Models for Scientific Synthesis, Inference and Explanation
   2023/10/12 by Yizhen Zheng, Huan Yee Koh, Zheng, Yizhen +12 · 1 voice · 6 citations
   Materials Science · Computer Science · Decision Sciences · #cs.AI #cs.CE
2. Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating
   2022/11/25 by Yixin Liu, Yizhen Zheng, Liu, Yixin +7 · 6 citations
   Computer Science · #Advanced Graph Neural Networks
3. Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
   2024/09/06 by Yizhen Zheng, Huan Yee Koh, Zheng, Yizhen +12 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
4. Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
   2022/06/03 by Yizhen Zheng, Zheng, Yizhen, Shirui Pan +7 · 3 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
5. A Label-Free Heterophily-Guided Approach for Unsupervised Graph Fraud Detection
   2025/02/18 by Junjun Pan, Yixin Liu, Pan, Junjun +11 · 9 citations
   Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
6. PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection
   2023/10/18 by Junjun Pan, Yixin Liu, Pan, Junjun +5 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
7. CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning
   2022/05/30 by Di Jin, Jin, Di, Luzhi Wang +11 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
8. Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation
   2023/05/10 by Di Jin, Luzhi Wang, Jin, Di +13 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling