[1] Sihong Li, Yi Zheng, Shaoyuan Li and Meng Huang. Knowledge-based operation optimization of a distillation unit integrating feedstock property considerations[J]. Engineering Applications of Artificial Intelligence, 2022, 107:104496. (SCI/中科院一区 Top期刊, IF: 8)
[2]Sihong Li, Yi Zheng, Shaoyuan Li and Meng Huang. Data-Driven Modeling and Operation Optimization With Inherent Feature Extraction for Complex Industrial Processes[J]. IEEE Transactions on Automation Science and Engineering, 2023, 1-15. (SCI/中科院一区 Top期刊, IF: 5.9)
[3]Sihong Li, Yi Zheng, Yuanyuan Zou and Shaoyuan Li. Enhancing Industrial Interactive Optimization with Operating Condition Supervision for Distillation Unit[J], Control Engineering Practice, 2024, 148: 105942. (SCI/中科院二区 Top期刊, IF: 5.4)
[4]Sihong Li, Yi Zheng, Shaoyuan Li and Meng Huang. Mechanism-embedded neural network modeling and operation optimization of a distillation unit with varying production performance[J]. Chemical Engineering Research and Design, 2022, 183: 221-234. (SCI/中科院三区 Top期刊, IF: 3.9)
[5]Sihong Li, Yi Zheng and Shaoyuan Li. Condition-wide multi-model ensemble with mechanism consistency for process modeling [J]. IFAC-PapersOnLine, 2023, 56(2): 6900-6905.
[6]Sihong Li, Xiaohong Yin, Wentao Liu, et al. Data-driven modeling integrating feedstock time series features for industrial process quality prediction[C]. The 2025 International Conference on Modelling, Identification and Control (ICMIC 2025), 2025. (最佳理论论文奖)
[7]Wentao Song, Xiaohong Yin, Sihong Li, et al. Research on Flexible Job Shop Scheduling Based on an Improved Dung Beetle Optimization Algorithm. The China Automation Congress (CAC 2024), IEEE, 2024. (最佳论文奖)
[8]Tianhao Mou, Yuanyuan Zou, Shaoyuan Li and Sihong Li. Prior Graphs Approach to GCN-Based Quality Variable Prediction for Industrial Processes. ASCC, 2024.
