| 2026 | AAAI | KSS-MoE: Knowledge Space Synergy Framework in Mixture of Experts for Continual Visual Instruction Tuning. | Lingyun Song, Ziyao Chen, Kang Pan, Xiaolin Han, Xinbiao Gan, Yudai Pan, Xiaofan Sun, Xiaoqi Wang, Xuequn Shang |
| 2026 | ACL | G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning. | Yudai Pan, Jiajie Hong, Tianzhe Zhao, Lingyun Song, Lingling Zhang, Yixin Chen, Xuequn Shang |
| 2025 | ICPADS | AACoT: Chain-of-Thought Fine-Tuning via Associative Memory and Adaptive Error Correction. | Ruiyue Wang, Lingyun Song, Xinbiao Gan, Yudai Pan, Xuequn Shang |
| 2025 | IJCAI | Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning. | Lingyun Song, Haodong Li, Siyu Chen, Xinbiao Gan, Binze Shi, Jie Ma, Yudai Pan, Xiaoqi Wang, Xuequn Shang |
| 2025 | IJCAI | Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction. | Lingyun Song, Xiaofan Sun, Xinbiao Gan, Yudai Pan, Xiaolin Han, Jie Ma, Jun Liu, Xuequn Shang |
| 2025 | WWW | Logic-Aware Knowledge Graph Reasoning for Structural Sparsity under Large Language Model Supervision. | Yudai Pan, Jiajie Hong, Tianzhe Zhao, Lingyun Song, Jun Liu, Xuequn Shang |
| 2025 | SIGIR | Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis. | Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Haiping Zhu, Yudai Pan, Jun Liu |
| 2024 | ICDE | Contrastive Graph Representations for Logical Formulas Embedding (Extended Abstract). | Qika Lin, Jun Liu, Lingling Zhang, Yudai Pan, Xin Hu, Fangzhi Xu, Hongwei Zeng |
| 2024 | WWW | A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Prediction. | Yudai Pan, Jun Liu, Tianzhe Zhao, Lingling Zhang, Yun Lin, Jin Song Dong |
| 2022 | EMNLP | Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations. | Yudai Pan, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qika Lin, Xin Hu, Qianying Wang |
| 2022 | SIGIR | Incorporating Context Graph with Logical Reasoning for Inductive Relation Prediction. | Qika Lin, Jun Liu, Fangzhi Xu, Yudai Pan, Yifan Zhu, Lingling Zhang, Tianzhe Zhao |
| 2022 | SIGIR | Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning. | Fangzhi Xu, Jun Liu, Qika Lin, Yudai Pan, Lingling Zhang |
| 2020 | WSDM | Jointly Optimized Neural Coreference Resolution with Mutual Attention. | Jie Ma, Jun Liu, Yufei Li, Xin Hu, Yudai Pan, Shen Sun, Qika Lin |