Ran Zhang

According to our database, Ran Zhang authored at least 17 papers between 2017 and 2026.

Collaborative distances:

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

2026

Deep cut-informed graph embedding and clustering.

Zhiyuan Ning, Zaitian Wang, Ran Zhang, Ping Xu, Kunpeng Liu, Pengyang Wang, Wei Ju, Pengfei Wang, Yuanchun Zhou, Erik Cambria, Chong Chen

Inf. Fusion, 2026

A Cross-Modal Hierarchical Contrastive Learning Framework for Protein-Protein Interaction Prediction.

Ran Zhang, Yihong Wang, Xuezhi Wang, Qingqing Long, Jianghua Zhao, Meng Xiao

Proceedings of the Database Systems for Advanced Applications, 2026

Zero-Shot Human Mobility Forecasting via Large Language Model with Hierarchical Reasoning.

Wenyao Li, Ran Zhang, Pengyang Wang, Yuanchun Zhou, Pengfei Wang

Proceedings of the Database Systems for Advanced Applications, 2026

scCluBench: Comprehensive Benchmarking of Clustering Algorithms for Single-Cell RNA Sequencing.

Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Jiajia Wang, Ran Zhang, Pengfei Wang, Yuanchun Zhou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SciTopic: Enhancing Topic Discovery in Scientific Literature through Advanced LLM.

Pengjiang Li, Zaitian Wang, Xinhao Zhang, Ran Zhang, Lu Jiang, Pengfei Wang, Yuanchun Zhou

CoRR, August, 2025

COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing.

Yuqi Li, Qingqing Long, Yihang Zhou, Ran Zhang, Zhiyuan Ning, Zhihong Zhu, Yuanchun Zhou, Xuezhi Wang, Meng Xiao

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

DrugBank-2025: An AI-Ready Next-Generation Dataset for Drug-Drug Interaction Prediction.

Ran Zhang, Tian Du, Xiao Wu, Zidan Chen, Ping Xu, Pengjiang Li, Xuezhi Wang, Pengfei Wang

Proceedings of the IEEE International Conference on Data Mining, 2025

scUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis.

Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Ran Zhang, Gaoyang Li, Hanyu Xie, Jiajia Wang, Yuanchun Zhou, Pengfei Wang

Proceedings of the IEEE International Conference on Data Mining, 2025

SciTopic: Enhancing Topic Discovery in Scientific Literature Through Advanced LLM.

Pengjiang Li, Zaitian Wang, Xinhao Zhang, Ran Zhang, Lu Jiang, Pengfei Wang, Yuanchun Zhou

Proceedings of the IEEE International Conference on Big Data, 2025

scMoE: Integrating Heterogeneous Single-Cell and Molecular Foundation Models Using a Mixture-of-Experts Framework.

Ran Zhang, Hanwen Xu, Tangqi Fang, Zhen Meng, Xuezhi Wang

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

Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction.

Ran Zhang, Xuezhi Wang, Guannan Liu, Pengyang Wang, Yuanchun Zhou, Pengfei Wang

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

2024

M2Mol: Multi-view Multi-granularity Molecular Representation Learning for Property Prediction.

Ran Zhang, Xuezhi Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang

Proceedings of the Database Systems for Advanced Applications, 2024

H2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction.

Ran Zhang, Xuezhi Wang, Sheng Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

HTCL-DDI: a hierarchical triple-view contrastive learning framework for drug-drug interaction prediction.

Ran Zhang, Xuezhi Wang, Pengfei Wang, Zhen Meng, Wenjuan Cui, Yuanchun Zhou

Briefings Bioinform., September, 2023

MHTAN-DTI: Metapath-based hierarchical transformer and attention network for drug-target interaction prediction.

Ran Zhang, Zhanjie Wang, Xuezhi Wang, Zhen Meng, Wenjuan Cui

Briefings Bioinform., March, 2023

2022

UATNet: U-Shape Attention-Based Transformer Net for Meteorological Satellite Cloud Recognition.

Zhanjie Wang, Jianghua Zhao, Ran Zhang, Zheng Li, Qinghui Lin, Xuezhi Wang

Remote. Sens., 2022

2017

HEMnet: Integration of Electronic Medical Records with Molecular Interaction Networks and Domain Knowledge for Survival Analysis.

Edward W. Huang, Sheng Wang, Bingxue Li, Ran Zhang, Baoyan Liu, Runshun Zhang, Jie Liu, Xuezhong Zhou, Hongsheng Lin, ChengXiang Zhai

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017