| 2025 | AAAI | Large Language Model Meets Graph Neural Network in Knowledge Distillation. | Shengxiang Hu, Guobing Zou, Song Yang, Shiyi Lin, Yanglan Gan, Bofeng Zhang, Yixin Chen |
| 2025 | APWEB | TCM-R1: Enhancing the Traditional Chinese Medicine Capabilities of Large Language Models Through Group Relative Policy Optimization. | Weiwei He, Song Yu, Li Li, Shiyi Lin, Qi Zhang |
| 2025 | DASFAA | From Static to Dynamic: GNNs-Driven Clinical Decision-Making Assistance. | Shiyi Lin, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao, Jiachang Hao, Haifeng Sun |
| 2025 | PRICAI | MADCAP: A Multi-agent Deliberative Framework for Robust Assessment of Open-Ended Questions. | Shiyi Lin, Weiwei He, Li Li |
| 2023 | ICLR | Large Sparse Kernels for Federated Learning. | Feilong Zhang, Yinchuan Li, Shiyi Lin, Yunfeng Shao, Junjun Jiang, Xianming Liu |
| 2023 | ICML | No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation. | Feilong Zhang, Xianming Liu, Shiyi Lin, Gang Wu, Xiong Zhou, Junjun Jiang, Xiangyang Ji |
| 2023 | ICWS | MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation. | Guobing Zou, Shiyi Lin, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen |
| 2022 | ICSOC | Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning. | Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen |
| 2021 | CVPR | Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging. | Feilong Zhang, Xianming Liu, Cheng Guo, Shiyi Lin, Junjun Jiang, Xiangyang Ji |