Sun, Leilei

14 publications

IJCAI 2025 RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming Hao Wang, Jindong Han, Wei Fan, Leilei Sun, Hao Liu

IJCAI 2024 An NCDE-Based Framework for Universal Representation Learning of Time Series Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun

NeurIPS 2024 Improving Temporal Link Prediction via Temporal Walk Matrix Projection Xiaodong Lu, Leilei Sun, Tongyu Zhu, Weifeng Lv

AAAI 2023 Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation Han Huang, Leilei Sun, Bowen Du, Weifeng Lv

IJCAI 2023 Continuous-Time Graph Learning for Cascade Popularity Prediction Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu

AAAI 2023 Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu

AAAI 2023 Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu

AAAI 2023 Predicting Temporal Sets with Simplified Fully Connected Networks Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

NeurIPS 2023 Towards Better Dynamic Graph Learning: New Architecture and Unified Library Le Yu, Leilei Sun, Bowen Du, Weifeng Lv

NeurIPSW 2022 Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation Han Huang, Leilei Sun, Bowen Du, Weifeng Lv

IJCAI 2022 Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun

AAAI 2021 Coupled Layer-Wise Graph Convolution for Transportation Demand Prediction Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong

AAAI 2021 LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-Label Text Classification Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang

CVPRW 2020 Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula Recognition Mahshad Mahdavi, Leilei Sun, Richard Zanibbi