Dian Meng

According to our database, Dian Meng authored at least 14 papers between 2021 and 2026.

Collaborative distances:

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

2026

GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion.

Yongjun Xiao, Dian Meng, Xinlei Huang, Yanran Liu, Shiwei Ruan, Ziyue Qiao, Xubin Zheng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Sparse Poisson Gamma Belief Networks for High-Dimensional Sparse Count Data.

Rui Huang, Dian Meng, Xun Zhou, Sikun Yang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Graph-RPI: predicting RNA-protein interactions via graph autoencoder and self-supervised learning strategies.

Jiahui Guan, Lantian Yao, Peilin Xie, Zhihao Zhao, Dian Meng, Tzong-Yi Lee, Junwen Wang, Ying-Chih Chiang

Briefings Bioinform., May, 2025

scMMAE: masked cross-attention network for single-cell multimodal omics fusion to enhance unimodal omics.

Dian Meng, Yu Feng, Kaishen Yuan, Zitong Yu, Qin Cao, Lixin Cheng, Xubin Zheng

Briefings Bioinform., January, 2025

EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems.

Dian Meng, Zhiguang Cao, Yaoxin Wu, Yaqing Hou, Hongwei Ge, Qiang Zhang

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

SVP: Support Vector Gene Pair as Biomarker Selection for Breast Cancer.

Yijun Zhou, Qiyi Chen, Dian Meng, Yanran Liu, Jinchao Feng, Xubin Zheng

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Predicting Gene Regulatory Relationship in Cancer Using LLM and Graph Neural Network from Known Regulations.

Yanran Liu, Dian Meng, Xinlei Huang, Yidi Wang, Yijun Zhou, Shiwei Ruan, Yi Zhong, Yinghua Chen, Rui Luo, Xubin Zheng

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis.

Xinlei Huang, Zhiqi Ma, Dian Meng, Yanran Liu, Shiwei Ruan, Qingqiang Sun, Xubin Zheng, Ziyue Qiao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

scCaT: An explainable capsulating architecture for sepsis diagnosis transferring from single-cell RNA sequencing.

Xubin Zheng, Dian Meng, Duo Chen, Wan-Ki Wong, Ka-Ho To, Lei Zhu, Jiafei Wu, Yining Liang, Kwong-Sak Leung, Man Hon Wong, Lixin Cheng

PLoS Comput. Biol., 2024

scFusionTTT: Single-cell transcriptomics and proteomics fusion with Test-Time Training layers.

Dian Meng, Bohao Xing, Xinlei Huang, Yanran Liu, Yijun Zhou, Yongjun Xiao, Zitong Yu, Xubin Zheng

CoRR, 2024

Intra-sample reversed pairs based on differentially ranked genes reveal biosignature for ovarian cancer.

Pengfei Zhao, Dian Meng, Zunkai Hu, Yining Liang, Yating Feng, Tongjie Sun, Lixin Cheng, Xubin Zheng, Haili Li

Comput. Biol. Medicine, 2024

2023

Autonomous Behavioral Decision for Vehicular Agents Based on Cyber-Physical Social Intelligence.

Zhiwei Guo, Dian Meng, Chinmay Chakraborty, Xing-Rong Fan, Arpit Bhardwaj, Keping Yu

IEEE Trans. Comput. Soc. Syst., August, 2023

2021

A data-driven intelligent planning model for UAVs routing networks in mobile Internet of Things.

Dian Meng, Yang Xiao, Zhiwei Guo, Alireza Jolfaei, Lanxia Qin, Xinting Lu, Qiao Xiang

Comput. Commun., 2021

Enhancing Matrix Factorization-based Recommender Systems via Graph Neural Networks.

Zhiwei Guo, Dian Meng, Huiyan Zhang, Heng Wang, Keping Yu

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021