| 2026 | ACL | EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios. | Bin Xu, Yu Bai, Huashan Sun, Yiguan Lin, Siming Liu, Xinyue Liang, Yaolin Li, Zhuangzhi Dong, Jingren Zhang, Yufan Deng, Xinyu Zou, Yang Gao, Heyan Huang |
| 2025 | ICTAI | Explainable Reinforcement Learning for Multi-Agent Systems. | Rehab Uddin Shawon, Siming Liu, Ayesha Siddiqua |
| 2024 | FIE | Six Weeks with ROSE: Teacher Perspectives on Computer Science Professional Development. | Zihan Zan, Razib Iqbal, Ajay K. Katangur, Siming Liu, Diana Piccolo |
| 2023 | SOFTCOM | SeReIn: Smart Home Sensor Relationship Inference. | Samuel Nack, Razib Iqbal, Siming Liu |
| 2022 | GECCO | Routing for bridge inspecting robots using a metaheuristic genetic algorithm. | Bryan Dedeurwaerder, Sushil J. Louis, Siming Liu, Nicholas Harris |
| 2020 | ICTAI | Bayesian Network Structure Learning Using Case-Injected Genetic Algorithms. | Sonu Jose, Sushil J. Louis, Sergiu M. Dascalu, Siming Liu |
| 2019 | CEC | Multi-objective cooperative co-evolution of micro for RTS games. | Navin K. Adhikari, Sushil J. Louis, Siming Liu |
| 2019 | CEC | Comparing Three Approaches to Micro in RTS Games. | Rahul Dubey, Sushil J. Louis, Aavaas Gajurel, Siming Liu |
| 2019 | GECCO | A genetic algorithm for multi-robot routing in automated bridge inspection. | Nicholas Harris, Siming Liu, Sushil J. Louis, Jim Hung La |
| 2019 | ICTAI | Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms. | Sonu Jose, Siming Liu, Sushil J. Louis, Sergiu Dascalu |
| 2018 | CEC | Multi-Objective Evolution for 3D RTS Micro. | Sushil J. Louis, Siming Liu |
| 2018 | GECCO | Real-time strategy game micro for tactical training simulations. | Sushil J. Louis, Tianyi Jiang, Siming Liu |
| 2017 | CEC | Increasing physics realism when evolving micro behaviors for 3D RTS games. | Siming Liu, Sushil J. Louis, Tianyi Jiang, Rui Wu |
| 2017 | CEC | Parameter estimation of nonlinear nitrate prediction model using genetic algorithm. | Rui Wu, Jose T. Painumkal, John M. Volk, Siming Liu, Sushil J. Louis, Scott Tyler, Sergiu M. Dascalu, Frederick C. Harris Jr. |
| 2016 | ICTAI | Comparing Two Representations for Evolving Micro in 3D RTS Games. | Siming Liu, Sushil J. Louis |
| 2015 | CEC | Evolving defensive strategies against iterated induction attacks in cognitive radio networks. | Siming Liu, Shamik Sengupta, Sushil J. Louis |
| 2013 | CEC | Comparing heuristic search methods for finding effective group behaviors in RTS game. | Siming Liu, Sushil J. Louis, Monica N. Nicolescu |