| 2026 | ACL | Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion. | Mengxue Yang, Jinming Li, Chun Yang, Jiaqi Zhu, Jiafan Li, Guanhua Zhang, Ying Li |
| 2025 | EMNLP | SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion. | Mengxue Yang, Chun Yang, Jiaqi Zhu, Jiafan Li, Jingqi Zhang, Yuyang Li, Ying Li |
| 2025 | IJCAI | Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks. | Jiafan Li, Jiaqi Zhu, Liang Chang, Yilin Li, Miaomiao Li, Yang Wang, Yi Yang, Hongan Wang |
| 2025 | KDD | Learning Reliable and Intuitive Temporal Logic Rules for Interpretable Time Series Classification. | Yang Wang, Jiaqi Zhu, Miaomiao Li, Jiang Liu, Yilin Li, Yi Yang, Jiafan Li, Hongan Wang |
| 2024 | ACL | Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models. | Qihang Ai, Jiafan Li, Jincheng Dai, Jianwu Zhou, Lemao Liu, Haiyun Jiang, Shuming Shi |
| 2017 | VINCI | Overall quality evaluation of graph layouts based on regression analysis. | Jiafan Li, Changbo Wang, Yuhua Liu, Zhijie Qiao, Junjie Wang |
| 2016 | CLUSTER | When Amdahl Meets Young/Daly. | Aurlien Cavelan, Jiafan Li, Yves Robert, Hongyang Sun |