CCFChina Computer Federation把计算机会议分为A / B / C三类其中A类是顶级会议。([academicenter.com][1])一、完整 CCF A 类国际会议名单按研究方向1 计算机体系结构 / 并行计算 / 系统ASPLOS — Architectural Support for Programming Languages and Operating SystemsISCA — International Symposium on Computer ArchitectureMICRO — International Symposium on MicroarchitectureHPCA — High Performance Computer ArchitecturePPoPP — Principles and Practice of Parallel ProgrammingFAST — File and Storage TechnologiesUSENIX ATC — USENIX Annual Technical ConferenceEuroSys — European Conference on Computer SystemsSC — Supercomputing ConferenceDAC — Design Automation Conference体系结构与高性能计算方向顶会([Liwener’s Blog][2])2 操作系统SOSP — Symposium on Operating Systems PrinciplesOSDI — Operating Systems Design and Implementation3 计算机网络SIGCOMM — ACM Conference on Applications, Technologies, Architectures, and Protocols for Computer CommunicationMobiCom — ACM International Conference on Mobile Computing and NetworkingINFOCOM — IEEE International Conference on Computer CommunicationsNSDI — Networked Systems Design and Implementation([51CTO博客][3])4 数据库 / 数据挖掘 / 信息检索SIGMOD — ACM Conference on Management of DataVLDB — Very Large Data BasesICDE — IEEE International Conference on Data EngineeringSIGKDD — Knowledge Discovery and Data MiningSIGIR — Information Retrieval([博客园][4])5 软件工程 / 编程语言ICSE — International Conference on Software EngineeringFSE — Foundations of Software EngineeringASE — Automated Software EngineeringPLDI — Programming Language Design and ImplementationOOPSLA — Object-Oriented Programming Systems, Languages and Applications([academicenter.com][1])6 人工智能 / 机器学习AAAI — AAAI Conference on Artificial IntelligenceIJCAI — International Joint Conference on Artificial IntelligenceNeurIPS — Neural Information Processing SystemsICML — International Conference on Machine Learning7 计算机视觉CVPR — Computer Vision and Pattern RecognitionICCV — International Conference on Computer VisionECCV — European Conference on Computer Vision8 自然语言处理ACL — Annual Meeting of the Association for Computational LinguisticsEMNLP — Empirical Methods in Natural Language ProcessingNAACL — North American ACL9 人机交互 / 普适计算CHI — Human Factors in Computing SystemsUbiComp — Ubiquitous Computing([academicenter.com][1])10 安全与密码学IEEE SP — IEEE Symposium on Security and PrivacyCCS — ACM Conference on Computer and Communications SecurityUSENIX SecurityNDSS — Network and Distributed System Security Symposium11 理论计算机科学STOC — Symposium on Theory of ComputingFOCS — Foundations of Computer ScienceSODA — Symposium on Discrete AlgorithmsCAV — Computer Aided Verification([academicenter.com][1])二、顶会投稿难度 截稿时间非常实用下面是很多研究生和博士常看的顶会投稿表近似时间。方向顶会录用率截稿时间机器学习NeurIPS20%5月机器学习ICML20%1月机器学习ICLR30%9月人工智能AAAI20%8月视觉CVPR25%11月视觉ICCV25%3月视觉ECCV25%3月NLPACL20%1月NLPEMNLP20%5月数据挖掘KDD20%2月数据库SIGMOD20%滚动数据库VLDB20%滚动网络SIGCOMM15%1月安全IEEE SP15%5月软件工程ICSE20%3月系统OSDI18%5月系统SOSP18%4月不同年份会略微变化三、顶会难度等级学术圈常见划分S级顶会NeurIPSICMLCVPRSIGCOMMSOSPSTOCA顶会ICLRACLKDDOSDIICCVSIGMODA级顶会ICSEEMNLPINFOCOMASE四、读研 / 博士申请最重要的会议如果你的目标是申请 PhD 或高校科研岗位最有价值的是AI / MLNeurIPSICMLICLRCVCVPRICCVECCVNLPACLEMNLP系统SOSPOSDI数据库SIGMODVLDB下面整理一份《计算机顶会地图CS Conference Map》。这是很多研究生、博士在规划科研路线时常用的结构方向 → 顶会 → 录用率 → 投稿周期 → 适合阶段。我把**最核心的顶会约40个**筛出来并标注难度和建议。五、人工智能 / 机器学习AI / ML核心顶会Neural Information Processing SystemsNeurIPSInternational Conference on Machine LearningICMLInternational Conference on Learning RepresentationsICLRAAAI Conference on Artificial IntelligenceAAAIInternational Joint Conference on Artificial IntelligenceIJCAI会议录用率截稿NeurIPS20–25%5月ICML20–25%1月ICLR25–30%9月AAAI20%8月IJCAI15–20%1月科研建议硕士AAAI / IJCAI博士NeurIPS / ICML / ICLR六、计算机视觉CV顶会IEEE/CVF Conference on Computer Vision and Pattern RecognitionCVPRIEEE/CVF International Conference on Computer VisionICCVEuropean Conference on Computer VisionECCV会议录用率截稿CVPR25%11月ICCV25%3月ECCV25%3月特点视觉领域论文数量全球最多中国高校投稿最多的方向之一七、自然语言处理NLP顶会Annual Meeting of the Association for Computational LinguisticsACLConference on Empirical Methods in Natural Language ProcessingEMNLPNorth American Chapter of the Association for Computational LinguisticsNAACL会议录用率截稿ACL20–25%1月EMNLP20–25%5月NAACL25%6月NLP领域近几年增长非常快LLM、ChatGPT等推动。八、数据挖掘 / 数据科学顶会ACM SIGKDD Conference on Knowledge Discovery and Data MiningIEEE International Conference on Data EngineeringACM SIGMOD International Conference on Management of DataInternational Conference on Very Large Data Bases会议录用率截稿KDD20%2月SIGMOD20%多轮VLDB20%滚动ICDE20%10月数据库领域特点很多会议采用 journal-style review。九、计算机系统OS / Architecture顶会ACM Symposium on Operating Systems PrinciplesSOSPUSENIX Symposium on Operating Systems Design and ImplementationOSDIInternational Symposium on Computer ArchitectureISCAIEEE/ACM International Symposium on MicroarchitectureMICRO会议录用率SOSP15–18%OSDI18%ISCA20%MICRO20%系统方向顶会特点实验要求极高一篇论文周期可能2–3年十、计算机网络顶会ACM SIGCOMM ConferenceUSENIX Symposium on Networked Systems Design and ImplementationIEEE INFOCOMACM International Conference on Mobile Computing and Networking会议录用率SIGCOMM15%NSDI18%INFOCOM20%MobiCom18%十一、计算机安全顶会IEEE Symposium on Security and PrivacyUSENIX Security SymposiumACM Conference on Computer and Communications SecurityNetwork and Distributed System Security Symposium会议录用率IEEE SP15%USENIX Security18%CCS20%NDSS18%安全领域论文产业界参与很多。十二、软件工程顶会International Conference on Software EngineeringACM SIGSOFT Symposium on the Foundations of Software EngineeringInternational Conference on Automated Software Engineering会议录用率ICSE20%FSE20%ASE20%十三、理论计算机科学顶会ACM Symposium on Theory of ComputingIEEE Symposium on Foundations of Computer ScienceACM-SIAM Symposium on Discrete Algorithms特点数学难度非常高论文篇幅较短但理论深。十四、计算机顶会难度排行榜学界普遍认可S级顶会NeurIPSICMLCVPRSIGCOMMSOSPSTOCA级顶会ICLRACLKDDICCVOSDISIGMODA级顶会ICSEEMNLPINFOCOMASE十五、读研 / 博士最推荐方向现实情况根据近几年趋势最热门1 AI / Machine Learning2 Computer Vision3 NLP工业需求最大4 Data Mining5 Security学术传统强6 Systems7 Theory十六、不同阶段科研路线非常实用本科科研目标AAAIIJCAIEMNLP硕士目标CVPRACLKDDICSE博士目标NeurIPSICMLSOSPSIGCOMM