计算机领域EI会议及CCF推荐列表
“EI会议”是一个比较宽泛的说法,通常指那些被EI Compendex 索引的会议论文集。
在计算机领域,绝大多数高水平的国际会议都会被EI收录,但同时它们也通常被更权威的CCF推荐列表(中国计算机学会推荐列表)所分类和评级。因此,在中国学术界,大家更看重的是会议的 “CCF等级”(A/B/C类),而“被EI收录”通常被视为一个基本门槛。
下面将按照计算机的主要子领域,列出一些公认的、影响力较大的EI会议(其中很多同时也是CCF A/B类推荐会议)。
如何查找和确认EI会议?
在具体列举之前,先提供两个最可靠的方法:
1. 中国计算机学会推荐国际学术会议和期刊目录:这是国内高校和科研单位最权威的参考标准。
官网地址:https://www.ccf.org.cn/Academic_Evaluation/By_category/
你可以在这里按方向(如人工智能、计算机网络、软件工程等)查找所有被推荐的会议及其等级(A/B/C)。
2. Engineering Village 官网:这是EI官方的数据库查询平台。你可以直接搜索会议名称,查看其是否被EI Compendex收录。
官网地址:https://www.engineeringvillage.com/
主要领域的知名EI会议列表(部分为CCF A类)
以下列表包含了各个领域的顶级和重要会议,它们几乎100%会被EI收录。
1. 人工智能 / 计算机视觉 / 模式识别
CVPR - IEEE Conference on Computer Vision and Pattern Recognition (CCF A)
ICCV - International Conference on Computer Vision (CCF A)
ECCV - European Conference on Computer Vision (CCF A)
AAAI - Conference on Artificial Intelligence (CCF A)
IJCAI - International Joint Conference on Artificial Intelligence (CCF A)
ICML - International Conference on Machine Learning (CCF A)
NeurIPS - Conference on Neural Information Processing Systems (CCF A)
ACL - Annual Meeting of the Association for Computational Linguistics (CCF A)
EMNLP - Conference on Empirical Methods in Natural Language Processing (CCF B)
MM - ACM International Conference on Multimedia (CCF A)
2. 计算机网络 / 无线通信
SIGCOMM - ACM Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication (CCF A)
MobiCom - ACM International Conference on Mobile Computing and Networking (CCF A)
INFOCOM - IEEE International Conference on Computer Communications (CCF A)
NSDI - Symposium on Networked Systems Design and Implementation (CCF A)
3. 软件工程 / 程序设计语言
ICSE - International Conference on Software Engineering (CCF A)
FSE/ESEC - ACM SIGSOFT International Symposium on the Foundations of Software Engineering (CCF A)
ASE - International Conference on Automated Software Engineering (CCF A)
OOPSLA - Conference on Object-Oriented Programming Systems, Languages, and Applications (CCF A)
PLDI - ACM SIGPLAN Conference on Programming Language Design and Implementation (CCF A)
4. 理论计算机科学 / 算法
STOC - ACM Symposium on Theory of Computing (CCF A)
FOCS - IEEE Annual Symposium on Foundations of Computer Science (CCF A)
SODA - ACM-SIAM Symposium on Discrete Algorithms (CCF A)
CAV - International Conference on Computer Aided Verification (CCF A)
5. 计算机体系结构 / 高性能计算
ISCA - International Symposium on Computer Architecture (CCF A)
MICRO - IEEE/ACM International Symposium on Microarchitecture (CCF A)
ASPLOS - International Conference on Architectural Support for Programming Languages and Operating Systems (CCF A)
SC - International Conference for High Performance Computing, Networking, Storage and Analysis (CCF A)
HPCA - IEEE International Symposium on High-Performance Computer Architecture (CCF A)
6. 数据挖掘 / 数据库
SIGKDD - ACM Knowledge Discovery and Data Mining (CCF A)
SIGMOD - ACM International Conference on Management of Data (CCF A)
VLDB - International Conference on Very Large Data Bases (CCF A)
ICDE - IEEE International Conference on Data Engineering (CCF A)
7. 人机交互 / 普适计算
CHI - ACM Conference on Human Factors in Computing Systems (CCF A)
UbiComp - ACM International Joint Conference on Pervasive and Ubiquitous Computing (CCF A)
MobileHCI - International Conference on Human-Computer Interaction with Mobile Devices and Services (CCF B)
重要提示与建议
1. 警惕“水会”:有很多会议虽然也被EI收录,但学术声誉很差,审稿不严,以收取高额注册费为目的,被称为“水会”或“ predatory conference ”。在学术评价中,发表在这些会议上的论文价值很低,甚至可能被视为负面记录。
2. 如何判断会议质量:
查看CCF等级:这是最直接有效的方法。
咨询导师和师兄师姐:他们最了解本领域内哪些会议受认可。
查看会议历史:一个历史悠久、由知名机构(如ACM, IEEE, USENIX等)主办、且论文录用率较低的会议,通常质量较高。
看H5指数或CiteScore:在Google Scholar Metrics或Scopus中可以查看会议的影响力指标。
3. EI不是唯一标准:对于博士生或希望从事高水平研究的人来说,目标应该是CCF B类以上的会议,而不仅仅满足于“EI收录”。