Sun, Leilei
- Towards Better Dynamic Graph Learning: New Architecture and Unified Library
2023/03/23 by Yu Le, Leilei Sun, Yu, Le +5 · 28 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation
2023/02/20 by Mingzhe Liu, Han Huang, Liu, Mingzhe +9 · 13 citations
Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
- Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation
2023/01/01 by Huang, Han, Sun, Leilei, Du, Bowen +1 · 8 citations
#Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation
2022/12/04 by Han Huang, Leilei Sun, Huang, Han +7 · 6 citations
Biochemistry, Genetics and Molecular Biology · #Epigenetics and DNA Methylation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation
2023/05/21 by Han Huang, Huang, Han, Leilei Sun +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
- LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
2021/01/09 by Ting Jiang, Jiang, Ting, Deqing Wang +9 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
- Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing
2023/09/08 by Wangyang Ying, Dongjie Wang, Ying, Wangyang +7 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Video Surveillance and Tracking Methods
- Coupled Layer-wise Graph Convolution for Transportation Demand Prediction
2020/12/15 by Junchen Ye, Leilei Sun, Ye, Junchen +7 · 4 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
- Improving Temporal Link Prediction via Temporal Walk Matrix Projection
2024/10/05 by Xiaodong Lu, Lu, Xiaodong, Leilei Sun +5 · 7 citations
Computer Science · Physics and Astronomy · Social Sciences · #Advanced Text Analysis Techniques #Complex Network Analysis Techniques #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
- Pretraining Language Models with Text-Attributed Heterogeneous Graphs
2023/10/19 by Zou, Tao, Yu, Le, Huang, Yifei +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Exploiting Global and Local Hierarchies for Hierarchical Text Classification
2022/05/05 by Ting Jiang, Deqing Wang, Jiang, Ting +9 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
- Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting
2022/06/28 by Junchen Ye, Zihan Liu, Ye, Junchen +11 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Stock Market Forecasting Methods
- Continuous-Time Graph Learning for Cascade Popularity Prediction
2023/06/06 by Xiaodong Lü, Shuo Ji, Lu, Xiaodong +9 · 2 citations
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Advanced Graph Neural Networks
- DyGKT: Dynamic Graph Learning for Knowledge Tracing
2024/07/30 by Cheng, Ke, Peng, Linzhi, Wang, Pengyang +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Continuous-Time User Preference Modelling for Temporal Sets Prediction
2022/04/12 by Le Yu, Yu, Le, Leilei Sun +7 · 1 citation
Computer Science · Psychology · #Color perception and design #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Label-Enhanced Graph Neural Network for Semi-supervised Node Classification
2022/05/31 by Yu, Le, Sun, Leilei, Du, Bowen +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction
2024/07/30 by Ke Cheng, Cheng, Ke, Linzhi Peng +7 · 2 citations
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization
- Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning
2021/10/12 by Dongjie Wang, Wang, Dongjie, Kunpeng Liu +9 · 1 citation
Computer Science · Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Land Use and Ecosystem Services #Video Surveillance and Tracking Methods
- Research on the Spatial Data Intelligent Foundation Model
2024/05/30 by Wang, Shaohua, Xie, Xing, Li, Yong +28 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
2020/08/26 by Dongjie Wang, Wang, Dongjie, Pengyang Wang +9 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Signal Processing (eess.SP) #Smart Grid Security and Resilience #electronic engineering #information engineering
- Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning
2022/12/01 by Wang, Dongjie, Wu, Lingfei, Zhang, Denghui +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)