| 2026 | AAAI | Multimodal Graph Representation Learning with Dynamic Information Pathways. | Xiaobin Hong, Mingkai Lin, Xiaoli Wang, Chaoqun Wang, Wenzhong Li |
| 2026 | AAAI | Learnable Matrix Profile for Motif Discovery on Multivariate Time Series. | Mingkai Lin, Yinke Wang, Xiaobin Hong, Wenzhong Li |
| 2026 | WWW | EcoTune: Edge-Cloud Collaborative Model Adaptation for Budget-Constrained On-Device SLM Personalization. | Gong Chen, Mingkai Lin, Xiaobin Hong, Wenzhong Li, Sanglu Lu |
| 2025 | AAAI | Global-Semantic Alignment Distillation for Partial Multi-view Classification. | Xiaoli Wang, Anqi Huang, Yongli Wang, Guanzhou Ke, Xiaobin Hong, Jun Liu |
| 2025 | AAAI | Unified Graph Neural Networks Pre-training for Multi-domain Graphs. | Mingkai Lin, Xiaobin Hong, Wenzhong Li, Sanglu Lu |
| 2025 | AAAI | Contextual Structure Knowledge Transfer for Graph Neural Networks. | Zhiyuan Yu, Wenzhong Li, Zhangyue Yin, Xiaobin Hong, Shijian Xiao, Sanglu Lu |
| 2025 | CIKM | GCoder: Improving Large Language Model for Generalized Graph Reasoning. | Qifan Zhang, Xiaobin Hong, Jianheng Tang, Nuo Chen, Yuhan Li, Wenzhong Li, Jing Tang, Jia Li |
| 2025 | IJCAI | Aggregation Mechanism Based Graph Heterogeneous Networks Distillation. | Xiaobin Hong, Mingkai Lin, Xiangkai Ma, Wenzhong Li, Sanglu Lu |
| 2025 | ICRA | Semantic-Supervised Spatial-Temporal Fusion for LiDAR-Based 3D Object Detection. | Chaoqun Wang, Xiaobin Hong, Wenzhong Li, Ruimao Zhang |
| 2025 | ICRA | Unlock the Power of Unlabeled Data in Language Driving Model. | Chaoqun Wang, Jie Yang, Xiaobin Hong, Ruimao Zhang |
| 2024 | AAAI | Label Attentive Distillation for GNN-Based Graph Classification. | Xiaobin Hong, Wenzhong Li, Chaoqun Wang, Mingkai Lin, Sanglu Lu |
| 2024 | ICDE | TS3Net: Triple Decomposition with Spectrum Gradient for Long-Term Time Series Analysis. | Xiangkai Ma, Xiaobin Hong, Sanglu Lu, Wenzhong Li |
| 2021 | AAAI | Graph Game Embedding. | Xiaobin Hong, Tong Zhang, Zhen Cui, Yuge Huang, Pengcheng Shen, Shaoxin Li, Jian Yang |
| 2020 | ECCV | Graph Wasserstein Correlation Analysis for Movie Retrieval. | Xueya Zhang, Tong Zhang, Xiaobin Hong, Zhen Cui, Jian Yang |
| 2020 | ICLR | Graph inference learning for semi-supervised classification. | Chunyan Xu, Zhen Cui, Xiaobin Hong, Tong Zhang, Jian Yang, Wei Liu |
| 2012 | PIMRC | Effect of atmospheric turbulence on non-line-of-sight ultraviolet communications. | Yong Zuo, Houfei Xiao, Jian Wu, Xiaobin Hong, Jintong Lin |