| 2026 | GECCO | Breaking Validity-Induced Boundaries to Expand Algorithm Search Space: A Two-Stage AST-Based Operator for LLM-Driven Automated Heuristic Evolution. | Shengming Sun, Jialong Shi |
| 2026 | GECCO | Vibroseis Vehicle Routing Problem with Spatio-Temporal Coupled Constraints. | Kexin Zhu, Jialong Shi, Jianyong Sun, Mingen Kuang, Ye Fan |
| 2025 | SMC | Controllable Multimodal Landscapes: An Interpretable Surrogate Model for Combinatorial Spaces and Its Application to the k-Order Traveling Salesman Problem. | Feng Luan, Jialong Shi, Jianyong Sun |
| 2024 | CEC | On the Effects of Smoothing Rugged Landscape by Different Toy Problems: A Case Study on UBQP. | Wei Wang, Jialong Shi, Jianyong Sun, Arnaud Liefooghe, Qingfu Zhang, Ye Fan |
| 2024 | GECCO | A Gradient-based Method for Differential Evolution Parameter Control by Smoothing. | Haotian Zhang, Jialong Shi, Jianyong Sun, Ali Wagdy Mohamed, Zongben Xu |
| 2023 | GECCO | Improving Neighborhood Exploration Mechanism to Speed up PLS. | Yuhao Kang, Jialong Shi, Jianyong Sun, Ye Fan |
| 2022 | GECCO | Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization. | Haotian Zhang, Jialong Shi, Jianyong Sun, Zongben Xu |
| 2019 | EMO | Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem. | Jialong Shi, Jianyong Sun, Qingfu Zhang |
| 2018 | GECCO | Parallel pareto local search revisited: first experimental results on bi-objective UBQP. | Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun |
| 2017 | CEC | A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem. | Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe |
| 2012 | ISSRE | What Is System Hang and How to Handle It. | Yian Zhu, Yue Li, Jingling Xue, Tian Tan, Jialong Shi, Yang Shen, Chunyan Ma |