Jiayi Dong

According to our database, Jiayi Dong authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

What Makes a Representation Good for Single-Cell Perturbation Prediction?

Wenkang Jiang, Yuhang Liu, Yichao Cai, Erdun Gao, Jiayi Dong, Ehsan Abbasnejad, Lina Yao, Javen Qinfeng Shi

CoRR, May, 2026

SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention.

Jiahao Li, Jiayi Dong, Peng Ye, Xiaochi Zhou, Haohai Lu, Fei Wang

CoRR, April, 2026

WebTrap Park: An Automated Platform for Systematic Security Evaluation of Web Agents.

Xinyi Wu, Jiagui Chen, Geng Hong, Jiayi Dong, Xudong Pan, Jiarun Dai, Min Yang

CoRR, January, 2026

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

scDiformer: A Difference-Aware Transformer for Time-Series Single-Cell Gene Expression Forecasting.

Xinyue Gu, Jiayi Dong, Jiahao Li, Fei Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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