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ORCIDMengran Li 0001
Person information
- unicode name: 李孟燃
- affiliation: Sun Yat-sen University, School of Intelligent Systems Engineering, Shenzhen, China
- affiliation (former): Beijing University of Technology, Beijing Institute of Artificial Intelligence, Department of Information Science, China
Other persons with the same name
- Mengran Li — disambiguation page
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2020 – today
- 2026
[j14]Mengran 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:
A survey of large language models for data challenges in graphs. Expert Syst. Appl. 298: 129643 (2026)- 2025
- [j13]Mengran Li, Junzhou Chen, Guanying Jiang, Fuliang Li, Ronghui Zhang, Siyuan Gong, Zhihan Lv:
TAS-TsC: A data-driven framework for Estimating Time of Arrival using Temporal-Attribute-Spatial Tri-space Coordination of truck trajectories. Appl. Soft Comput. 178: 113214 (2025) - [j12]Mengran Li, Junzhou Chen, Chenyun Yu, Guanying Jiang, Ronghui Zhang, Yanming Shen, Houbing Herbert Song:
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things. IEEE Internet Things J. 12(11): 16298-16313 (2025) - [j11]Mengran Li, Junzhou Chen, Bo Li, Yong Zhang, Ronghui Zhang, Siyuan Gong, Xiaolei Ma, Zhihong Tian:
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation. IEEE Trans. Comput. Soc. Syst. 12(5): 2014-2029 (2025) - [j10]Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He:
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling. IEEE Trans. Intell. Transp. Syst. 26(11): 20450-20463 (2025) - [j9]Zihan Wang, Mengran Li, Ronghui Zhang, Jing Zhao, Chuan Hu, Xiaolei Ma, Tony Z. Qiu:
Effective Finite Time Stability Control for Human-Machine Shared Vehicle Following System. IEEE Trans. Intell. Transp. Syst. 26(12): 23282-23297 (2025) - [j8]Mengran Li, Yong Zhang, Shaofan Wang, Yongli Hu, Baocai Yin:
Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3519-3533 (2025) - [c4]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Hewei Wang, Yijie Li, Mengran Li, Puzhen Wu, Edith C. H. Ngai:
MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets. KDD (2) 2025: 3378-3389 - [i9]Mengran Li, Chaojun Ding, Junzhou Chen, Wenbin Xing, Cong Ye, Ronghui Zhang, Songlin Zhuang, Jia Hu, Tony Z. Qiu, Huijun Gao:
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs. CoRR abs/2501.00743 (2025) - [i8]Mengran Li, Junzhou Chen, Chenyun Yu, Guanying Jiang, Ronghui Zhang, Yanming Shen, Houbing Herbert Song:
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things. CoRR abs/2501.10151 (2025) - [i7]Bo Li, Bob Zhang, Chengyang Zhang, Minghao Zhou, Weiliang Huang, Shihang Wang, Qing Wang, Mengran Li, Yong Zhang, Qianqian Song:
PhenoProfiler: Advancing Phenotypic Learning for Image-based Drug Discovery. CoRR abs/2502.19568 (2025) - [i6]Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He:
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling. CoRR abs/2504.06325 (2025) - [i5]Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Hewei Wang, Yijie Li, Mengran Li, Puzhen Wu, Edith C. H. Ngai:
MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets. CoRR abs/2505.16665 (2025) - [i4]Mengran 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:
Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey. CoRR abs/2505.18475 (2025) - 2024
- [j7]Bo Li, Yong Zhang, Qing Wang, Chengyang Zhang, Mengran Li, Guangyu Wang, Qianqian Song:
Gene expression prediction from histology images via hypergraph neural networks. Briefings Bioinform. 25(6) (2024) - [j6]Mengran Li, Yong Zhang, Wei Zhang, Shiyu Zhao, Xinglin Piao, Baocai Yin:
CSAT: Contrastive Sampling-Aggregating Transformer for Community Detection in Attribute-Missing Networks. IEEE Trans. Comput. Soc. Syst. 11(2): 2277-2290 (2024) - [j5]Shiyu Zhao, Yong Zhang, Mengran Li, Xinglin Piao, Baocai Yin:
Contextual Semantics Interaction Graph Embedding Learning for Recommender Systems. IEEE Trans. Comput. Soc. Syst. 11(5): 6333-6346 (2024) - [c3]Jingtao Peng, Ronghui Zhang, Zhifa Yang, Shengru Chen, Cong Ye, Hao Wu, Mengran Li:
Freeway Trajectory Prediction via SpatiotemporalTransformers. CACML 2024: 257-262 - [c2]Shangyu Yang, Ronghui Zhang, Wencai Sun, Shengru Chen, Cong Ye, Hao Wu, Mengran Li:
Self-Attention-based Multi-Scale Feature Fusion Network for RoadPonding Segmentation. CVIPPR 2024: 9 - [i3]Zihan Wang, Mengran Li, Ronghui Zhang, Jing Zhao, Chuan Hu, Xiaolei Ma, Zhijun Qiu:
Effective Finite Time Stability Control for Human-Machine Shared Vehicle Following System. CoRR abs/2410.18007 (2024) - [i2]Mengran Li, Junzhou Chen, Guanying Jiang, Fuliang Li, Ronghui Zhang, Siyuan Gong, Zhihan Lv:
TAS-TsC: A Data-Driven Framework for Estimating Time of Arrival Using Temporal-Attribute-Spatial Tri-space Coordination of Truck Trajectories. CoRR abs/2412.01122 (2024) - 2023
- [j4]Mengran Li, Yong Zhang, Xiaoyong Li, Xuanqi Lin, Baocai Yin:
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model. Intell. Data Anal. 27(1): 137-163 (2023) - [j3]Mengran Li, Yong Zhang, Wei Zhang, Yi Chu, Yongli Hu, Baocai Yin:
Self-Supervised Nodes-Hyperedges Embedding for Heterogeneous Information Network Learning. IEEE Trans. Big Data 9(4): 1210-1224 (2023) - [j2]Mengran Li, Yong Zhang, Xiaoyong Li, Yuchen Zhang, Baocai Yin:
Hypergraph Transformer Neural Networks. ACM Trans. Knowl. Discov. Data 17(5): 63:1-63:22 (2023) - [i1]Xiaochuan Zhang, Mengran Li, Ye Wang, Haojun Fei:
AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning. CoRR abs/2305.03741 (2023) - 2022
- [j1]Mengran Li, Yong Zhang, Xiaoyong Li, Lijia Cai, Baocai Yin:
Multi-view hypergraph neural networks for student academic performance prediction. Eng. Appl. Artif. Intell. 114: 105174 (2022) - [c1]Mengran Li, Xinglin Piao, Yong Zhang, Yongli Hu, Baocai Yin:
SHCN: Self-supervised General Hypergraph Clustering Network. IEEE Big Data 2022: 1298-1303
Coauthor Index
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