👇Current Project (In 2024-2025)

• [In progress] – In progress “LLMs based on Multi-perspective agent data annotation for social NLP text data”
  2025.[pdf],[code],

  📝 Publications

📕Large Language Models(LLMs) for Training & Evaluation and Human-Centered AI

• [Conference] – EMNLP 2025 “ByteSized32Refactored: Towards an Extensible Interactive Text Games Corpus for LLM World Modeling and Evaluation”
  Haonan Wang, Junfeng Sun, Xindi Yuan, Ruoyao Wang, Ziang Xiao.
  The 5th WordPlay Workshop at EMNLP, 2025.[pdf],[code],

• [Conference] – EMNLP 2025 “From Noise to Nuance: Enriching Subjective Data Interpretation through Qualitative Analysis”
  Ruyuan Wan,Haonan Wang,Ting-Hao Kenneth Huang,Jie Gao.
  The 4th HCI + NLP Workshop at EMNLP, 2025.[pdf],

• [Dissertation-Project] – Master in Computer Science “Unveiling Statistical Relationships Among Popular LLM Benchmarks: A Quantitative Framework”
  Haonan Wang,Ziang Xiao.
  Johns Hopkins University,2024.[pdf],

• [Dissertation-Project] – B.S in Information, Computer Science, and Math “Research on the application of human action recognition based on LSTM-CNN”
  Haonan Wang,Wei Liu.
  Liaoning Technology University,2023.[pdf],

📙 Advanced Statistics data analysis, Reinforcement Learning, Machine learning algorithms

• [Journal] – Plos one “Unsupervised Feature Selection Algorithm Based on L2,p-norm Feature Reconstruction”
  Wei Liu, Miao Zhong, Guangwei Liu,Haonan Wang , Ning Qian.
  PLOS ONE, 2025. [pdf],[code]

• [Journal] – Advances in AI and ML “Research on geometric figure classification algorithm based on Deep Learning”
  Ruiyang Wang,Haonan Wang,Junfeng Sun,Mingjia Zhao,Meng Liu.
  Advances in Artificial Intelligence and Machine Learning, 2022. [pdf],

• [Journal] – Scientific Journal “Research status and future prospects of machine learning algorithm in big data analysis”
  Haonan Wang.
  Scientific Journal of Intelligent Systems Research,2021. [pdf],

• [Journal] – Scientific Reports “IM3HRL: Model-assisted Intrinsically Motivated Modular Hierarchical Reinforcement Learning”
  Wei Liu,Jiaxiang Wang,Guangwei Liu, Haonan Wang.
  Scientific Reports, 2024. [pdf],

• [Journal] – Computer Science and Information Technology “Design and Optimization of Reinforcement Learning-Based Agents in Text-Based Games”
  Haonan Wang, Mingjia Zhao,Junfeng Sun,Wei Liu.
  International Journal of Computer Science and Information Technology, 2025.[pdf],

• [Journal] – Computer Science and AI “Research on the Integration of Embodied Intelligence and Reinforcement Learning in Textual Domains”
  Haonan Wang, Junfeng Sun,Mingjia Zhao,Wei Liu.
  Journal of Computer Science and Artificial Intelligence, 2025.[pdf],

🖥 Software

Software Patents :

—🙏Thanks to the software application development collaboration with all Professors and Graduate Assistants from the SpringTeng AI and Liaoning Technical University, Liaoning University, and Qinghua University, being funded through our collaboration with Chinese central State-owned Shenhua Ming Group Ltd and Zijin Ming Group Ltd enterprises.
[P.1] Haonan Wang, Mingjia, Zhao, et al. (2022). Artificial intelligence robot programming interactive control system. PRC Software Copyright Patent, Patent No. 2022SR1053901.
[P.2] Haonan Wang, Junfeng, Sun, et al. (2022). Image recognition processing operation platform. PRC Software Copyright Patent, Patent No. 2022SR1052419.
[P.3] Haonan Wang, Chang, Liu, et al. (2022). Artificial Intelligence Community Security Equipment Monitoring System. PRC Software Copyright Patent, Patent No. 2022SR1052492.
[P.4] Haonan Wang, Meng, Liu, et al. (2022). A network behavior analysis system based on machine learning. PRC Software Copyright Patent, Patent No. 2022SR1049807.
[P.5] Haonan Wang, Chi, Li, et al. (2022). Autonomous Driving Intelligent Dispatching Center Management System. PRC Software Copyright Patent, Patent No. 2022SR1052526.
[P.6] Haonan Wang, Ruiyang, Wang, et al. (2022). Unmanned shortest path planning system. PRC Software Copyright Patent, Patent No.2022SR0935020.
[P.7] Haonan Wang, Junfeng Sun, et al. (2022). Data operation analysis and collection system based on machine learning. PRC Software Copyright Patent, Patent No. 2022SR1052428.
[P.8] Jiawei, Zhang, Pengyu, Cai, Haonan Wang, et al. (2021). Staff check-in face recognition system.PRC Software Copyright. PRC Software Copyright Patent, Patent No. 2021SR0699354.

Competition Awards(Mathematical Modeling and Computer Science Design):

• 1st Place, 12th Mathor Cup College Mathematical Modeling Challenge 2022
National-level award in China
• 1st Place, Liaoning Mathematical Modeling Contest 2022
Provincial-level award in China
• 1st Place, 7th Shuwei Mathematical Modeling Challenge for College Students 2022
National-level award in China
• 1st Place, 12th Mathor Cup College Mathematical Modeling Challenge 2022
National-level award in China
• 3rd Place, Liaoning Province “Shuo Ri Cup” College Student Computer Design 2022
Provincial-level award in China
• 3rd Place, Northeast Three Provinces Mathematical Modeling Competition 2022
Provincial-level award in China
• 2nd Place, American Mathematical Contest in Modeling 2022
International award
• 3rd Place, 14th National Undergraduate Computer Design Competition 2021
National-level award in China
• 3rd Place, 11th Mathor Cup University Mathematical Modeling Challenge 2021
National-level award in China
• 2nd Place, National College Students “Hua Shu Cup” Mathematical Modeling 2021
National-level award in China
• 1st Place, Liaoning Province “Shuo Ri Cup” College Student Computer Design 2021
Provincial-level award in China,
• 1st Place, Liaoning AgricuLNTUral Economic Modeling Competition 2021
Provincial-level award in China
• 1st Place, Outstanding Scholarship of the Faculty of Science, LNTU 2021
School-level award in China
• 1st Place, Career Planning Competition of the Faculty of Science, LNTU 2021
School-level award in China
• Academic Achievement Award of the School of Science, LNTU 2021
School-level award in China
• 2nd Place, Liaoning Mathematical Modeling Contest 2021
Provincial-level award for China