| 2026 | AAAI | AirWino: Optimized Winograd Convolution for Accelerating CNN Inference on ARMv8 Processors. | Haoyuan Gui, Xiaoyu Zhang, Yifan Zhang, Ximeng Fu, Shiqi Sun, Leisheng Li, Huiyuan Li |
| 2026 | AAAI | Factorization-in-Loop: Proximal Fill-in Minimization for Sparse Matrix Reordering. | Ziwei Li, Shuzi Niu, Tao Yuan, Huiyuan Li, Wenjia Wu |
| 2026 | DASFAA | Self-supervised Learning for Sparse Matrix Reordering. | Ziwei Li, Tao Yuan, Fangfang Liu, Shuzi Niu, Huiyuan Li, Wenjia Wu |
| 2025 | DASFAA | Bridging the Gap Between Sparse Matrix Reordering and Factorization: A Deep Learning Framework for Fill-in Reduction. | Ziwei Li, Tao Yuan, Shuzi Niu, Huiyuan Li |
| 2025 | IJCNN | Multigrid-Inspired Graph Neural Networks for Selection of Solvers and Preconditioners in Sparse Linear Systems. | Xingyu Zhou, Shuzi Niu, Huiyuan Li, Tao Yuan, Ziwei Li |
| 2023 | SEKE | Towards Extreme Multi-label Text Classification Through Group-wise Label Ranking. | Jie Xiong, Huiyuan Li, Qiyuan Duan, Qihan Du |
| 2022 | ICASSP | Denoising-Oriented Deep Hierarchical Reinforcement Learning for Next-Basket Recommendation | Qihan Du, Li Yu, Huiyuan Li, Youfang Leng, Ningrui Ou |
| 2022 | ICASSP | Denoising-Guided Deep Reinforcement Learning For Social Recommendation. | Qihan Du, Li Yu, Huiyuan Li, Youfang Leng, Ningrui Ou, Junyao Xiang |
| 2022 | ICASSP | MTAF: Shopping Guide Micro-Videos Popularity Prediction Using Multimodal and Temporal Attention Fusion Approach. | Ningrui Ou, Li Yu, Huiyuan Li, Qihan Du, Junyao Xiang, Wei Gong |
| 2021 | DASFAA | Topological Interpretable Multi-scale Sequential Recommendation. | Tao Yuan, Shuzi Niu, Huiyuan Li |
| 2021 | ICASSP | Co-Capsule Networks Based Knowledge Transfer for Cross-Domain Recommendation. | Huiyuan Li, Li Yu, Youfang Leng, Qihan Du |
| 2020 | VR | Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR. | Haodong Liao, Ning Xie, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang, Heng Tao Shen |