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Mengran Li

Sun Yat-Sen University

8H-index
45Paper Count
250Citation Count
Published Papers 18
Publication Date
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Causality-enhanced interpretable assessment of renewable-driven hydrogen potential for regional multi-energy decarbonization
errRenewable Energy
IF9.1
err2026-08-20
err0
PREAI
errNing Xie; Wei Zhao; Mengran Li; Kening Li
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errSave
Probabilistic voltage forecasting of hydrogen fuel cells with a data-driven mean-guided model for performance assessment
errRenewable Energy
IF9.1
err2026-08-08
err0
PREAI
errNing Xie; Wei Zhao; Mengran Li; Wenbin Xing
errShare
errSave
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold-Start Mitigation in Attribute Missing Graphs
errIEEE Transactions on Cybernetics
IF10.5
err2026-04-16
err0
PREAI
errMengran Li; Chaojun Ding; Junzhou Chen; Wenbin Xing; Cong Ye; Ronghui Zhang; Songlin Zhuang; Jia Hu; Tony Z. Qiu; Huijun Gao
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errSave
A Two-Stage Method for Specular Highlight Detection and Removal in Medical Images
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT X
IF0
err2026-01-01
err2
PREAI
errLi, Zefeng; Cui, Mingyue; Hu, Daosong; Gong, Jin; Weng, Jingchong; Zhang, Zeyu; Tian, Lele; Li, Mengran; Huang, Kai
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errSave
MORSE: Molecular representation learning via structured semantic extraction across hierarchical and asymmetric biological modalities
errPattern Recognition
IF7.6
err2025-12-28
err0
PREAI
errRonghui Zhang; Mengran Li; Wenbin Xing; Bo Li; Chengyang Zhang; Wenxuan Tu; Yongfu Li; Ruxin Wang
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errSave
PhenoProfiler: advancing phenotypic learning for image-based drug discovery
errNature Communications
IF15.7
err2025-12-14
err0
errOAAI
errBo Li; Bob Zhang; Chengyang Zhang; Minghao Zhou; Weiliang Huang; Shihang Wang; Qing Wang; Mengran Li; Yong Zhang; Qianqian Song
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errSave
Hypergraph-driven spatial multimodal fusion for precise domain delineation and tumor microenvironment decoding
errCommunications Biology
IF5.1
err2025-12-01
err0
errOAAI
errChengyang Zhang; Xulong Li; Bo Li; Chenxun Deng; Mengran Li; Shiqi Zhang; Weijiang Yu; Hongyu Zhang; Zheng Wang; Yuedong Yang; Yuansong Zeng
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errSave
Effective Finite Time Stability Control for Human-Machine Shared Vehicle Following System
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2025-11-01
err0
PREAI
errWang, Zihan; Li, Mengran; Zhang, Ronghui; Zhao, Jing; Hu, Chuan; Ma, Xiaolei; Qiu, Tony Z.
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errSave
A survey of large language models for data challenges in graphs
errExpert Systems with Applications
IF7.5
err2025-09-08
err0
PREAI
errMengran 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
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errSave
Ms-AeDNet: A multi-scale attention-enhanced dynamic network for multi-step performance prediction of hydrogen proton exchange membrane fuel cells
errProcess Safety and Environmental Protection
IF7.8
err2025-08-07
err0
PREAI
errMengran Li; Wenbin Xing; Ronghui Zhang
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errSave
Regulation of water and sulfur resistance and study of carbon dioxide adsorption properties on FAU zeolites
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2025-06-01
err0
PREAI
errZhang, Yifan; Guo, Yangyang; He, Shanshan; Guo, Honglin; Luo, Lei; Li, Mengran; Guo, Tao; Deng, Yanxi; Zhu, Tingyu
errShare
errSave
Redundancy Is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-02-01
err2
PREAI
errLi, Mengran; Zhang, Yong; Wang, Shaofan; Hu, Yongli; Yin, Baocai
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errSave
Gene expression prediction from histology images via hypergraph neural networks
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2024-10-14
err0
errOAAI
errLi, Bo; Zhang, Yong; Wang, Qing; Zhang, Chengyang; Li, Mengran; Wang, Guangyu; Song, Qianqian
errShare
errSave
SCAE: Structural Contrastive Auto-Encoder for Incomplete Multi-View Representation Learning
errACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
IF6
err2024-09-23
err0
errOAAI
errLi, Mengran; Zhang, Ronghui; Zhang, Yong; Piao, Xinglin; Zhao, Shiyu; Yin, Baocai
errShare
errSave
Self-Supervised Nodes-Hyperedges Embedding for Heterogeneous Information Network Learning
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2023-08-01
err7
PREAI
errLi, Mengran; Zhang, Yong; Zhang, Wei; Chu, Yi; Hu, Yongli; Yin, Baocai
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errSave
Hypergraph Transformer Neural Networks
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-04-07
err22
PREAI
errLi, Mengran; Zhang, Yong; Li, Xiaoyong; Zhang, Yuchen; Yin, Baocai
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errSave
Student achievement prediction using deep neural network from multi-source campus data
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2022-05-06
err14
errOAAI
errLi, Xiaoyong; Zhang, Yong; Cheng, Huimin; Li, Mengran; Yin, Baocai
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errSave
A Synthetic View on Momilactones and Related 9β-H Pimarane Skeleton Diterpenoids
errFRONTIERS IN CHEMISTRY
IF4.2
err2022-03-21
err7
errOAAI
errZhang, Yue; Li, Mengran; Liu, Qichang; Huang, Jian; Chen, Yang
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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高会军 (Huijun Gao)
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张勇 (Yong‐Wei Zhang)
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张
张宏玉 (Hongyu Zhang)
H-index: 66 · Papers: 876
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张勇 (Yong Zhang)
H-index: 63 · Papers: 542
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杨跃东 (Yuedong Yang)
H-index: 61 · Papers: 373
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