计算机科研论文通用模板

最近阅读了周志华老师如何进行科研写作的ppt（详细的可以网上搜索周志华如何做研究与写论文），同时结合自己和实验室写论文的经验总结了一下

Title

• 清楚地表达出主要工作，要informative
• 字数不能太长，最多15-20字

1. Abstract

Give a brief abstract for the paper, giving the concise description of the research
problem, the importance of the research problem, the limitations of the exiting work
and the scientific contributions of the proposed work

2. Inroduction

• What is the research problem to be solved?

• Why this research problem is important (the important applications can be
  presented to demonstrate this)?

• What are the technical challenges when trying to solve this problem?

• What are the major limitations of the existing work?

• our contribution

• What is the structure for the rest of the paper?

3. Related work

综述其他人的工作，用一两句话介绍别人方法的优缺点，don't over-criticize previous work

4. Problem formulatoin and concepts/definitions

用数学形式化的定义要解决的问题，介绍基本的定义和专业术语（这一部分也可以直接放在proposed method的开头）

5. The proposed method

• First, present an overview of the method and give the systemarchitecture/flowchart of the method .
• Then, discuss in details the different parts of the method/framework in different subsections.

6. Theoretical analysis of the method

如果需要的话分析算法的复杂度，相关的数学证明等

7. Experimental evaluation of the method

7.1 Experimental setup

实验实现的细节，数据集的使用，batchsize大小，实验平台和硬件，超参数大小等，确保其他人能根据你的设置复现实验结果

7.2 The experimental evaluation results

实验结果和其他方法比较，从quality和quantity等方面进行比较

7.3 Ablation study

通过控制变量法，证明你加的模块和方法确实有效

8. Conclusions and future research directions

总结文章，再次强调文章的贡献，同时给一些未来的研究方向

9. References

Provide an adequate number of relevant and recent references.