Homepage - Minglong Lei

Selected Publications View All

Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction

Sicheng He, Junzhong Ji, Minglong Lei^# (^# corresponding author)

The 39th AAAI Conference on Artificial Intelligence (AAAI 2025)

Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction

Sicheng He, Junzhong Ji, Minglong Lei^# (^# corresponding author)

The 39th AAAI Conference on Artificial Intelligence (AAAI 2025)

Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting

Jing He, Junzhong Ji, Minglong Lei^# (^# corresponding author)

The 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024)

Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting

Jing He, Junzhong Ji, Minglong Lei^# (^# corresponding author)

The 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024)

Spatio-Temporal Transformer Network for Weather Forecasting

Junzhong Ji, Jing He, Minglong Lei^#, Muhua Wang, Wei Tang (^# corresponding author)

IEEE Transactions on Big Data (IEEE TBD) 2024

[Paper] [DOI]

Spatio-Temporal Transformer Network for Weather Forecasting

Junzhong Ji, Jing He, Minglong Lei^#, Muhua Wang, Wei Tang (^# corresponding author)

IEEE Transactions on Big Data (IEEE TBD) 2024

[Paper] [DOI]

Supervised Contrastive Learning With Structure Inference for Graph Classification

Junzhong Ji, Hao Jia, Yating Ren, Minglong Lei^# (^# corresponding author)

IEEE Transactions on Network Science and Engineering (IEEE TNSE) 2023

[Paper] [DOI]

Supervised Contrastive Learning With Structure Inference for Graph Classification

Junzhong Ji, Hao Jia, Yating Ren, Minglong Lei^# (^# corresponding author)

IEEE Transactions on Network Science and Engineering (IEEE TNSE) 2023

[Paper] [DOI]

Self-Supervised Spatiotemporal Graph Neural Networks With Self-Distillation for Traffic Prediction

Junzhong Ji, Fan Yu, Minglong Lei^# (^# corresponding author)

IEEE Transactions on Intelligent Transportation Systems (IEEE TITS) 2022

[Paper] [DOI]

Self-Supervised Spatiotemporal Graph Neural Networks With Self-Distillation for Traffic Prediction

Junzhong Ji, Fan Yu, Minglong Lei^# (^# corresponding author)

IEEE Transactions on Intelligent Transportation Systems (IEEE TITS) 2022

[Paper] [DOI]

DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

Minglong Lei, Pei Quan, Rongrong Ma, Yong Shi, Lingfeng Niu

IEEE Transactions on Cybernetics (IEEE TCYB) 2020

[Paper] [DOI]

DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

Minglong Lei, Pei Quan, Rongrong Ma, Yong Shi, Lingfeng Niu

IEEE Transactions on Cybernetics (IEEE TCYB) 2020

[Paper] [DOI]

Discrete embedding for latent networks

Hong Yang, Ling Chen, Minglong Lei, Lingfeng Niu, Chuan Zhou, Peng Zhang

The 29th International Conference on International Joint Conferences on Artificial Intelligence (IJCAI 2020)

Discrete embedding for latent networks

Hong Yang, Ling Chen, Minglong Lei, Lingfeng Niu, Chuan Zhou, Peng Zhang

The 29th International Conference on International Joint Conferences on Artificial Intelligence (IJCAI 2020)

Diffusion network embedding

Yong Shi, Minglong Lei, Hong Yang, Lingfeng Niu

Pattern Recognition (PR) 2019

[Paper] [DOI]

Diffusion network embedding

Yong Shi, Minglong Lei, Hong Yang, Lingfeng Niu

Pattern Recognition (PR) 2019

[Paper] [DOI]

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Selected Publications View All

Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction

Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction

Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting

Spatio-Temporal Transformer Network with Physical Knowledge Distillation for Weather Forecasting

Spatio-Temporal Transformer Network for Weather Forecasting

Spatio-Temporal Transformer Network for Weather Forecasting

Supervised Contrastive Learning With Structure Inference for Graph Classification

Supervised Contrastive Learning With Structure Inference for Graph Classification

Self-Supervised Spatiotemporal Graph Neural Networks With Self-Distillation for Traffic Prediction

Self-Supervised Spatiotemporal Graph Neural Networks With Self-Distillation for Traffic Prediction

DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

Discrete embedding for latent networks

Discrete embedding for latent networks

Diffusion network embedding

Diffusion network embedding

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