Hongzhi Wen

Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs

Zhikai Chen, Haitao Mao, Hang Li et al. · ACM SIGKDD Explorations Newsletter · 2024 · 135 citations

Structured Prediction, Graph Representation Learning, Machine Learning +20

Graph Neural Networks for Multimodal Single-Cell Data Integration

Hongzhi Wen, Jiayuan Ding, Wei Jin et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 66 citations · Full text

CellPLM: Pre-training of Cell Language Model Beyond Single Cells

Hongzhi Wen, Wenzhuo Tang, Xinnan Dai et al. · 2023 · 55 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +17

Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs

Zhikai Chen, Haitao Mao, Hang Li et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text

Structured Prediction, Graph Representation Learning, Machine Learning +20

Deep Learning in Single-cell Analysis

Dylan Molho, Jiayuan Ding, Wenzhuo Tang et al. · ACM Transactions on Intelligent Systems and Technology · 2024 · 19 citations

Convolutional Neural Network, Engineering, Machine Learning +17