Mengran Li

Employment

Employment history is unavailable.

Education

• Sun Yat-sen University
• Beijing University of Technology

Projects & Funding

Projects & funding information is unavailable.

Publications (28)

• Probabilistic voltage forecasting of hydrogen fuel cells with a data-driven mean-guided model for performance assessment
  Renewable Energy 2026 DOI: 10.1016/j.renene.2026.126241
  +Save
• MORSE: Molecular representation learning via structured semantic extraction across hierarchical and asymmetric biological modalities
  Pattern Recognition 2026 DOI: 10.1016/j.patcog.2025.112975
  +Save
• A survey of large language models for data challenges in graphs
  Expert Systems with Applications 2026 DOI: 10.1016/j.eswa.2025.129643
  +Save
• Adaptive Prototype-Guided Personalized Propagation for Heterophilic Graphs With Missing Data
  IEEE Transactions on Neural Networks and Learning Systems 2026 DOI: 10.1109/TNNLS.2026.3676197
  +Save
• AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold-Start Mitigation in Attribute Missing Graphs
  IEEE Transactions on Cybernetics 2026 DOI: 10.1109/TCYB.2026.3681613
  +Save
• Causality-enhanced interpretable assessment of renewable-driven hydrogen potential for regional multi-energy decarbonization
  Renewable Energy 2026 DOI: 10.1016/j.renene.2026.126302
  +Save
• Ms-AeDNet: A multi-scale attention-enhanced dynamic network for multi-step performance prediction of hydrogen proton exchange membrane fuel cells
  Process Safety and Environmental Protection 2025 DOI: 10.1016/j.psep.2025.107674
  +Save
• MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets
  2025 DOI: 10.1145/3711896.3737042
  +Save
• TAS-TsC: A data-driven framework for Estimating Time of Arrival using Temporal-Attribute-Spatial Tri-space Coordination of truck trajectories
  Applied Soft Computing 2025 DOI: 10.1016/j.asoc.2025.113214
  +Save
• Effective Finite Time Stability Control for Human–Machine Shared Vehicle Following System
  IEEE Transactions on Intelligent Transportation Systems 2025 DOI: 10.1109/TITS.2025.3619092
  +Save