Mengran Li

Orcid: 0000-0001-7540-530X

Affiliations:

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 19 papers between 2022 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2025

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2025

Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey.

[BibT_eX]

[DOI]

CoRR, May, 2025

MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling.

[BibT_eX]

[DOI]

CoRR, April, 2025

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2025

PhenoProfiler: Advancing Phenotypic Learning for Image-based Drug Discovery.

[BibT_eX]

[DOI]

CoRR, February, 2025

AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs.

[BibT_eX]

[DOI]

CoRR, January, 2025

TAS-TsC: A data-driven framework for Estimating Time of Arrival using Temporal-Attribute-Spatial Tri-space Coordination of truck trajectories.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2025

2024

Contextual Semantics Interaction Graph Embedding Learning for Recommender Systems.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., October, 2024

CSAT: Contrastive Sampling-Aggregating Transformer for Community Detection in Attribute-Missing Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., April, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Gene expression prediction from histology images via hypergraph neural networks.

[BibT_eX]

[DOI]

Briefings Bioinform., 2024

Self-Attention-based Multi-Scale Feature Fusion Network for RoadPonding Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2024 2nd Asia Conference on Computer Vision, 2024

Freeway Trajectory Prediction via SpatiotemporalTransformers.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, August, 2023

Hypergraph Transformer Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, June, 2023

Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model.

[BibT_eX]

[DOI]

Intell. Data Anal., 2023

AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Multi-view hypergraph neural networks for student academic performance prediction.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2022

SHCN: Self-supervised General Hypergraph Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Mengran Li

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