| 2026 | ACL | An LLM-Embedding Semantic Adaptation Network for Post-level Semantic Drift Evaluation. | Ning Chen, Mingyu Kang, Jie Li, Linyuan L |
| 2026 | ACL | TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems. | Rui Sun, Jie Ding, Chenghua Gong, Tianjun Gu, Yihang Jiang, Juyuan Zhang, Liming Pan, Linyuan L |
| 2026 | WWW | FS_GPlib: Breaking the Web-Scale Barrier - A Unified Acceleration Framework for Graph Propagation Models. | Chang Guo, Juyuan Zhang, Chang Su, Tianlong Fan, Linyuan L |
| 2025 | WWW | SEHG: Bridging Interpretability and Prediction in Self-Explainable Heterogeneous Graph Neural Networks. | Zhenhua Huang, Wenhao Zhou, Yufeng Li, Xiuyang Wu, Chengpei Xu, Junfeng Fang, Zhaohong Jia, Linyuan L, Feng Xia |
| 2024 | AAAI | Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes. | Yiming Huang, Yujie Zeng, Qiang Wu, Linyuan L |
| 2023 | KDD | TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer. | Qiang Wu, Mingyuan Li, Jun Shen, Linyuan L, Bo Du, Ke Zhang |
| 2022 | ICML | Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control. | Liang Zhang, Qiang Wu, Jun Shen, Linyuan L, Bo Du, Jianqing Wu |
| 2012 | ISMIS | Recommendation of Leaders in Online Social Systems. | Hao Liu, Fei Yu, An Zeng, Linyuan L |