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Mengran Li
Mengran Li
Adresă de e-mail confirmată pe mail2.sysu.edu.cn - Pagina de pornire
Titlu
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Hypergraph transformer neural networks
M Li, Y Zhang, X Li, Y Zhang, B Yin
ACM Transactions on Knowledge Discovery from Data 17 (5), 1-22, 2023
422023
Student achievement prediction using deep neural network from multi-source campus data
X Li, Y Zhang, H Cheng, M Li, B Yin
Complex & Intelligent Systems 8 (6), 5143-5156, 2022
302022
Multi-view hypergraph neural networks for student academic performance prediction
M Li, Y Zhang, X Li, L Cai, B Yin
Engineering Applications of Artificial Intelligence 114, 105174, 2022
302022
Self-supervised nodes-hyperedges embedding for heterogeneous information network learning
M Li, Y Zhang, W Zhang, Y Chu, Y Hu, B Yin
IEEE Transactions on Big Data 9 (4), 1210-1224, 2023
142023
Redundancy is not what you need: An embedding fusion graph auto-encoder for self-supervised graph representation learning
M Li, Y Zhang, S Wang, Y Hu, B Yin
IEEE Transactions on Neural Networks and Learning Systems, 2024
72024
CSAT: Contrastive sampling-aggregating transformer for community detection in attribute-missing networks
M Li, Y Zhang, W Zhang, S Zhao, X Piao, B Yin
IEEE Transactions on Computational Social Systems 11 (2), 2277-2290, 2023
62023
Amgcl: Feature imputation of attribute missing graph via self-supervised contrastive learning
X Zhang, M Li, Y Wang, H Fei
arXiv preprint arXiv:2305.03741, 2023
52023
Gene expression prediction from histology images via hypergraph neural networks
B Li, Y Zhang, Q Wang, C Zhang, M Li, G Wang, Q Song
Briefings in Bioinformatics 25 (6), bbae500, 2024
42024
SCAE: Structural Contrastive Auto-encoder for Incomplete Multi-view Representation Learning
M Li, R Zhang, Y Zhang, X Piao, S Zhao, B Yin
ACM Transactions on Multimedia Computing, Communications and Applications, 2024
32024
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model
M Li, Y Zhang, X Li, X Lin, B Yin
Intelligent Data Analysis 27 (1), 137-163, 2023
22023
SHCN: Self-supervised general hypergraph clustering network
L Mengran, P Xinglin, Z Yong, H Yongli, Y Baocai
2022 IEEE International Conference on Big Data (Big Data), 1298-1303, 2022
12022
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things
M Li, J Chen, C Yu, G Jiang, R Zhang, Y Shen, HH Song
IEEE Internet of Things Journal, 2025
2025
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs
M Li, C Ding, J Chen, W Xing, C Ye, R Zhang, S Zhuang, J Hu, TZ Qiu, ...
arXiv preprint arXiv:2501.00743, 2025
2025
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation
M Li, J Chen, B Li, Y Zhang, R Zhang, S Gong, X Ma, Z Tian
IEEE Transactions on Computational Social Systems, 2024
2024
TAS-TsC: A Data-Driven Framework for Estimating Time of Arrival Using Temporal-Attribute-Spatial Tri-space Coordination of Truck Trajectories
M Li, J Chen, G Jiang, F Li, R Zhang, S Gong, Z Lv
arXiv preprint arXiv:2412.01122, 2024
2024
Effective Finite Time Stability Control for Human-Machine Shared Vehicle Following System
Z Wang, M Li, R Zhang, J Zhao, C Hu, X Ma, Z Qiu
arXiv preprint arXiv:2410.18007, 2024
2024
Contextual Semantics Interaction Graph Embedding Learning for Recommender Systems
S Zhao, Y Zhang, M Li, X Piao, B Yin
IEEE Transactions on Computational Social Systems, 2024
2024
Self-Attention-based Multi-Scale Feature Fusion Network for RoadPonding Segmentation
S Yang, R Zhang, W Sun, S Chen, C Ye, H Wu, M Li
Proceedings of the 2024 2nd Asia Conference on Computer Vision, Image …, 2024
2024
Freeway Trajectory Prediction via SpatiotemporalTransformers
J Peng, R Zhang, Z Yang, S Chen, C Ye, H Wu, M Li
Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and …, 2024
2024
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