Jiayi Dong

According to our database, Jiayi Dong authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Roundtable Policy: Improving Scientific Reasoning and Narratives through Confidence-Weighted Consensus of LLMs.

Yu Yao, Jiayi Dong, Ju Li, Yang Yang, Yilun Du

CoRR, September, 2025

Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction.

Jiayi Dong, Jiahao Li, Fei Wang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Deep Learning in Gene Regulatory Network Inference: A Survey.

Jiayi Dong, Jiahao Li, Fei Wang

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

2023

GROD: Joint Inference of Gene Regulatory Networks and Data Imputation in Single-Cell RNA Sequencing with Temporal Consideration.

Jiayi Dong, Fei Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

scSemiAE: a deep model with semi-supervised learning for single-cell transcriptomics.

Jiayi Dong, Yin Zhang, Fei Wang

BMC Bioinform., 2022

scPreGAN, a deep generative model for predicting the response of single-cell expression to perturbation.

Xiajie Wei, Jiayi Dong, Fei Wang

Bioinform., 2022