Mengran Li
Orcid: 0000-0001-7540-530XAffiliations:
- Sun Yat-sen University, School of Intelligent Systems Engineering, Shenzhen, China
- Beijing University of Technology, Beijing Institute of Artificial Intelligence, Department of Information Science, China (former)
According to our database1,
Mengran Li authored at least 27 papers
between 2022 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models.
CoRR, May, 2026
MORSE: Molecular representation learning via structured semantic extraction across hierarchical and asymmetric biological modalities.
Pattern Recognit., 2026
Expert Syst. Appl., 2026
Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026
2025
Effective Finite Time Stability Control for Human-Machine Shared Vehicle Following System.
IEEE Trans. Intell. Transp. Syst., December, 2025
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling.
IEEE Trans. Intell. Transp. Syst., November, 2025
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation.
IEEE Trans. Comput. Soc. Syst., October, 2025
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things.
IEEE Internet Things J., June, 2025
Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey.
CoRR, May, 2025
Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning.
IEEE Trans. Neural Networks Learn. Syst., February, 2025
CoRR, February, 2025
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs.
CoRR, January, 2025
TAS-TsC: A data-driven framework for Estimating Time of Arrival using Temporal-Attribute-Spatial Tri-space Coordination of truck trajectories.
Appl. Soft Comput., 2025
MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025
2024
Briefings Bioinform., November, 2024
IEEE Trans. Comput. Soc. Syst., October, 2024
CSAT: Contrastive Sampling-Aggregating Transformer for Community Detection in Attribute-Missing Networks.
IEEE Trans. Comput. Soc. Syst., April, 2024
Effective Finite Time Stability Control for Human-Machine Shared Vehicle Following System.
CoRR, 2024
Self-Attention-based Multi-Scale Feature Fusion Network for RoadPonding Segmentation.
Proceedings of the 2024 2nd Asia Conference on Computer Vision, 2024
Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024
2023
Self-Supervised Nodes-Hyperedges Embedding for Heterogeneous Information Network Learning.
IEEE Trans. Big Data, August, 2023
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model.
Intell. Data Anal., 2023
AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning.
CoRR, 2023
2022
Eng. Appl. Artif. Intell., 2022
Student achievement prediction using deep neural network from multi-source campus data.
Complex Intell. Syst., 2022
Proceedings of the IEEE International Conference on Big Data, 2022