Submission Guidelines:

1. Scope of the Essay (mainly includes the following contents, but is not limited to them)

1. Evaluation of Decision-Making Capabilities in Large Models

2. Large Models and Causal Inference

3. Large Models and Trustworthy Machine Learning

4. Large Models and Explainable Machine Learning

5. Large Models and Operations Research Optimization

6. Big Models and Thinking Chains

7. Model Coordination

8. Big Model and Game Theory

9. Large Models and Big Data Technology

10. Big Models and Uncertainty Theory

11. Large Models and Reinforcement Learning

12. Large Models and Graph Learning

13. Large Models and Machine Vision

14. Large Models and Knowledge Graphs

15. Multimodal Large Model Approaches and Applications

16. Large Models and Embodied Intelligence/Spatial Intelligence

17. Big Model Empowers Military Simulations

18. Big Models Empower Command and Decision

19. Big Models Empower Higher Education

20. Multi-Agent Learning and Decision Optimization

21. Game Theory Based Intelligent Decision Making

22. Application of Reinforcement Learning in Military Game Simulation

23. Research on Human-Machine Collaboration in Military Strategy Simulation

24. Command Decision Model Construction

25. Intelligent System Engineering Methodology

II. Essay Requirements

1. Full paper

(1) The complete manuscript must be an unpublished original work, and multiple submissions of the same manuscript are strictly prohibited.

(2) The complete paper must be strictly written in Chinese and English according to the template provided on the conference website (https://ccld2025.c2.org.cn). The complete Chinese and English papers generally should not exceed 12 pages (including figures, tables, and references).

(3) Authors are solely responsible for the content of their submissions and must ensure that the paper does not involve military or state secrets. A copyright transfer agreement must be submitted with the manuscript, as detailed on the conference website.

2. Extended Abstract

(1) The long abstract aims to share outstanding research findings. Published content may also be submitted, and it must include the research background and significance, main research work, experiments or simulations, and conclusions.

(2) Please use the template provided on the conference website to write your Chinese and English papers, with the abstract generally not exceeding 4 pages.

(3) Long abstract papers will be included in the proceedings but will not be indexed in EI, CNKI, etc. The registration fee for long abstract papers is the same as that for regular submissions.

3. Papers must be submitted online via the conference submission system (https://tg.c2.org.cn). All accepted papers will not be returned, regardless of acceptance. Authors are requested to retain a copy for their records. Your understanding is appreciated.

4. Papers accepted for this conference will be officially published by Springer (EI-indexed), while Chinese papers will be published as conference proceedings. Outstanding English papers may be recommended for publication in prestigious journals including *The Innovation*, *Research*, *Computational Intelligence*, *International Journal of Fuzzy Systems*, *International Journal of General Systems*, *Chinese Journal of Information Fusion*, and *Frontiers of Big Data*. Excellent Chinese papers may be recommended for publication in core Chinese journals such as *Journal of Command and Control*, *Journal of Intelligent Systems*, *Data Acquisition and Processing*, *Science and Technology Bulletin*, *Computer Science*, *Computer Science and Exploration*, *Computer Engineering and Applications*, *Computer Engineering*, *Journal of National University of Defense Technology*, *Journal of Nanjing University of Science and Technology*, *Journal of Nanjing University*, and *Journal of Zhengzhou University*.

5. Authors are requested to indicate the target journals for recommendation in the upper left corner of the first page of the submitted manuscript, with a maximum of three journals per paper. Prior to publication in each journal, authors must revise the manuscript according to the reviewers 'comments and the journal's requirements. Each accepted paper must have at least one author registered for the conference.

III. Important Dates

1. Deadline for submission: November 20,2025

2. Date of issuing the employment notice: November 30,2025

3. Final submission date: December 4, 2025

IV. Contact Information and Contact Person

Zhu Zhengqiu 13272411269

Hu Xingchen   13786127060

Fan Changjun 15580096303