Mengran Li - Publications, H-index & Citations

Mengran Li

sun yat-sen university

8H指数

46论文数

250被引数

收录论文 19

发表时间

Causality-enhanced interpretable assessment of renewable-driven hydrogen potential for regional multi-energy decarbonization

Renewable Energy

IF9.1

2026-08-20

PREAI

Ning Xie; Wei Zhao; Mengran Li; Kening Li

Probabilistic voltage forecasting of hydrogen fuel cells with a data-driven mean-guided model for performance assessment 基于数据驱动的均值引导模型对氢燃料电池的概率电压预测及性能评估

Renewable Energy

IF9.1

2026-08-08

PREAI

Ning Xie; Wei Zhao; Mengran Li; Wenbin Xing

AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold-Start Mitigation in Attribute Missing Graphs AttriReBoost：一种用于属性缺失图中冷启动缓解的梯度无关传播优化方法

IEEE Transactions on Cybernetics

IF10.5

2026-04-16

PREAI

Mengran Li; Chaojun Ding; Junzhou Chen; Wenbin Xing; Cong Ye; Ronghui Zhang; Songlin Zhuang; Jia Hu; Tony Z. Qiu; Huijun Gao

Adaptive Prototype-Guided Personalized Propagation for Heterophilic Graphs With Missing Data 自适应原型引导的面向异质图和缺失数据的个性化传播

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2026-04-14

PREAI

Mengran Li; Wenbin Xing; Zelin Zang; Bo Li; Chengyang Zhang; Yong Zhang; Junzhou Chen; Ronghui Zhang; Yongfu Li; Chuan Hu; Xiaolei Ma; Zibin Zheng

A Two-Stage Method for Specular Highlight Detection and Removal in Medical Images 一种用于医学图像高光反射检测与去除的两阶段方法

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT X

IF0

2026-01-01

PREAI

Li, Zefeng; Cui, Mingyue; Hu, Daosong; Gong, Jin; Weng, Jingchong; Zhang, Zeyu; Tian, Lele; Li, Mengran; Huang, Kai

MORSE: Molecular representation learning via structured semantic extraction across hierarchical and asymmetric biological modalities MORSE：通过跨层次和不对称生物模态的结构化语义提取进行分子表示学习

Pattern Recognition

IF7.6

2025-12-28

PREAI

Ronghui Zhang; Mengran Li; Wenbin Xing; Bo Li; Chengyang Zhang; Wenxuan Tu; Yongfu Li; Ruxin Wang

PhenoProfiler: advancing phenotypic learning for image-based drug discovery PhenoProfiler：推进基于图像的药物发现中的表型学习

Nature Communications

IF15.7

2025-12-14

OAAI

Bo Li; Bob Zhang; Chengyang Zhang; Minghao Zhou; Weiliang Huang; Shihang Wang; Qing Wang; Mengran Li; Yong Zhang; Qianqian Song

Hypergraph-driven spatial multimodal fusion for precise domain delineation and tumor microenvironment decoding 超图驱动的空间多模态融合用于精确的领域划分和肿瘤微环境解码

Communications Biology

IF5.1

2025-12-01

OAAI

Chengyang Zhang; Xulong Li; Bo Li; Chenxun Deng; Mengran Li; Shiqi Zhang; Weijiang Yu; Hongyu Zhang; Zheng Wang; Yuedong Yang; Yuansong Zeng

Effective Finite Time Stability Control for Human-Machine Shared Vehicle Following System

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2025-11-01

PREAI

Wang, Zihan; Li, Mengran; Zhang, Ronghui; Zhao, Jing; Hu, Chuan; Ma, Xiaolei; Qiu, Tony Z.

A survey of large language models for data challenges in graphs 大型语言模型在图数据挑战中的应用综述

Expert Systems with Applications

IF7.5

2025-09-08

PREAI

Mengran Li; Pengyu Zhang; Wenbin Xing; Yijia Zheng; Klim Zaporojets; Junzhou Chen; Ronghui Zhang; Yong Zhang; Siyuan Gong; Jia Hu; Xiaolei Ma; Zhiyuan Liu; Paul Groth; Marcel Worring

Ms-AeDNet: A multi-scale attention-enhanced dynamic network for multi-step performance prediction of hydrogen proton exchange membrane fuel cells Ms-AeDNet：一种多尺度注意力增强动态网络，用于氢质子交换膜燃料电池的多步性能预测

Process Safety and Environmental Protection

IF7.8

2025-08-07

PREAI

Mengran Li; Wenbin Xing; Ronghui Zhang

Regulation of water and sulfur resistance and study of carbon dioxide adsorption properties on FAU zeolites FAU沸石的水和硫抗性调控及二氧化碳吸附性能研究

CHEMICAL ENGINEERING JOURNAL

IF13.2

2025-06-01

PREAI

Zhang, Yifan; Guo, Yangyang; He, Shanshan; Guo, Honglin; Luo, Lei; Li, Mengran; Guo, Tao; Deng, Yanxi; Zhu, Tingyu

Redundancy Is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-02-01

PREAI

Li, Mengran; Zhang, Yong; Wang, Shaofan; Hu, Yongli; Yin, Baocai

Gene expression prediction from histology images via hypergraph neural networks 基于超图神经网络的组织学图像基因表达预测

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-10-14

OAAI

Li, Bo; Zhang, Yong; Wang, Qing; Zhang, Chengyang; Li, Mengran; Wang, Guangyu; Song, Qianqian

SCAE: Structural Contrastive Auto-Encoder for Incomplete Multi-View Representation Learning

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

IF6

2024-09-23

OAAI

Li, Mengran; Zhang, Ronghui; Zhang, Yong; Piao, Xinglin; Zhao, Shiyu; Yin, Baocai

Self-Supervised Nodes-Hyperedges Embedding for Heterogeneous Information Network Learning

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2023-08-01

PREAI

Li, Mengran; Zhang, Yong; Zhang, Wei; Chu, Yi; Hu, Yongli; Yin, Baocai

Hypergraph Transformer Neural Networks

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-04-07

PREAI

Li, Mengran; Zhang, Yong; Li, Xiaoyong; Zhang, Yuchen; Yin, Baocai

Student achievement prediction using deep neural network from multi-source campus data

COMPLEX & INTELLIGENT SYSTEMS

IF4.6

2022-05-06

OAAI

Li, Xiaoyong; Zhang, Yong; Cheng, Huimin; Li, Mengran; Yin, Baocai

A Synthetic View on Momilactones and Related 9β-H Pimarane Skeleton Diterpenoids

FRONTIERS IN CHEMISTRY

IF4.2

2022-03-21

OAAI

Zhang, Yue; Li, Mengran; Liu, Qichang; Huang, Jian; Chen, Yang

研究方向