| 2025 | PAKDD | Disentangled Representation Learning for Geospatial-Temporal Data Modeling. | Siyuan Ren, Guannan Chang, Luqi Jing, Zhenghong Wu, Shuailin Chen, Qianru Wang |
| 2023 | ICASSP | A Multi-Modal Approach For Context-Aware Network Traffic Classification. | Bo Pang, Yongquan Fu, Siyuan Ren, Siqi Shen, Ye Wang, Qing Liao, Yan Jia |
| 2022 | CIKM | AdaDebunk: An Efficient and Reliable Deep State Space Model for Adaptive Fake News Early Detection. | Ke Li, Bin Guo, Siyuan Ren, Zhiwen Yu |
| 2022 | UIC | Mercury: A High-Performance Streaming Graph Method for Broad and Deep Flow Inspection. | Siyuan Ren, Yongquan Fu, Bo Pang, Yan Jia |
| 2021 | CIKM | BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values. | Qinfen Wang, Siyuan Ren, Yong Xia, Longbing Cao |
| 2018 | ICCS | A Parallel Quicksort Algorithm on Manycore Processors in Sunway TaihuLight. | Siyuan Ren, Shizhen Xu, Guangwen Yang |
| 2017 | UIC | The emergence of visual-based localization and navigation using smartphone sensing. | Siyuan Ren, Bin Guo, Jian Wu, Qianru Wang, Zhiwen Yu |