Jiayuan Ding

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

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

Binxu Li, Tiankai Yan, Yuanting Pan et al. · 2024 · 25 citations · Full text

Graph Neural Networks with Adaptive Residual

Xiaorui Liu, Jiayuan Ding, Wei Jin et al. · Neural Information Processing Systems · 2021 · 20 citations

Graph Neural Networks, Engineering, Graph Theory +4

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