2020年kdd会议哪些论文发表

以下是几个顶级会议的列表（不完整的，但基本覆盖）(1)机器学习顶级会议：NIPS, ICML, UAI, AISTATS; （期刊：JMLR, ML, Trends in ML, IEEE T-NN）计算机视觉和图像识别：ICCV, CVPR, ECCV; （期刊：IEEE T-PAMI, IJCV, IEEE T-IP）人工智能：IJCAI, AAAI; （期刊AI）另外相关的还有SIGRAPH, KDD, ACL, SIGIR, WWW等。特别是，如果做机器学习，必须地，把近4年的NIPS, ICML翻几遍；如果做计算机视觉，要把近4年的ICCV, CVPR, NIPS, ICML翻几遍。(2)另外补充一下：大部分顶级会议的论文都能从网上免费下载到。(3)说些自己的感受。对计算机视觉和计算神经科学领域，从方法和模型的角度看，统计模型（包括probabilistic graphical model和statistical learning theory）是主流也是非常有影响力的方法。有个非常明显的趋势：重要的方法和模型最先在NIPS或ICML出现，然后应用到CV,IR和MM。虽然具体问题和应用也很重要，但多关注和结合这些方法也很有意义。

附件是计算机领域的学术会议等级排名情况，分为A+, A, B, C, L 共5个档次。其中A+属于顶级会议，基本是这个领域全世界大牛们参与和关注最多的会议。国内的研究者能在其中发表论文的话，是很值得骄傲的成就。A类也是非常好的会议了，尤其是一些热门的研究方向，A类的会议投稿多录用率低，部分A类会议影响力逐步逼近A+类会议。B类的会议分两种，一种称为盛会级，参与的人多，发表的论文也多，论文录用难度比上两个级别要低很多，通常是行业内的学者们年度交流的好时机。一种是专业级的小会，圈子往往比较小，但是也有一些相对质量不错的成果发表。另外B类也是一个分水岭，是区分NB成果和普通成果的分界线，往下的C类会议知名度就低很多了，而L级的会议更多。如果不是为了注水，而是追求论文的质量多过数量的话，不建议在L级会议上发表论文。除此以外计算机还有更多的会议不在列表内，这些属于更不入流的会议了CORE Computer Science Conference RankingsAcronymStandard NameRankAAAI National Conference of the American Association for Artificial Intelligence A+ AAMAS International Conference on Autonomous Agents and Multiagent Systems A+ ACL Association of Computational Linguistics A+ ACMMM ACM Multimedia Conference A+ ASPLOS Architectural Support for Programming Languages and Operating Systems A+ CAV Computer Aided Verification A+ CCS ACM Conference on Computer and Communications Security A+ CHI International Conference on Human Factors in Computing Systems A+ COLT Annual Conference on Computational Learning Theory A+ CRYPTO Advances in Cryptology A+ CSCL Computer Supported Collaborative Learning A+ DCC IEEE Data Compression Conference A+ DSN International Conference on Dependable Systems A+ EuroCrypt International Conference on the Theory and Application of Cryptographic Techniques A+ FOCS IEEE Symposium on Foundations of Computer Science A+ FOGA Foundations of Genetic Algorithms A+ HPCA IEEE Symposium on High Performance Computer Architecture A+ I3DG ACM-SIGRAPH Interactive 3D Graphics A+ ICAPS International Conference on Automated Planning and Scheduling A+ ICCV IEEE International Conference on Computer Vision A+ ICDE IEEE International Conference on Data Engineering A+ ICDM IEEE International Conference on Data Mining A+ ICFP International Conference on Functional Programming A+ ICIS International Conference on Information Systems A+ ICML International Conference on Machine Learning A+ ICSE International Conference on Software Engineering A+ IJCAI International Joint Conference on Artificial Intelligence A+ IJCAR International Joint Conference on Automated Reasoning A+ INFOCOM Joint Conference of the IEEE Computer and Communications Societies A+ InfoVis IEEE Information Visualization Conference A+ IPSN Information Processing in Sensor Networks A+ ISCA ACM International Symposium on Computer Architecture A+ ISMAR IEEE and ACM International Symposium on Mixed and Augmented Reality A+ ISSAC International. Symposium on Symbolic and Algebraic Computation A+ ISWC IEEE International Symposium on Wearable Computing A+ IWQoS IFIP International Workshop on QoS A+ JCDL ACM Conference on Digital Libraries A+ KR International Conference on Principles of KR & Reasoning A+ LICS IEEE Symposium on Logic in Computer Science A+ MOBICOM ACM International Conferencem on Mobile Computing and Networking A+ NIPS Advances in Neural Information Processing Systems A+ OOPSLA ACM Conference on Object Oriented Programming Systems Languages and Applications A+ OSDI Usenix Symposium on Operating Systems Design and Implementation A+ PERCOM IEEE International Conference on Pervasive Computing and Communications A+ PERVASIVE International Conference on Pervasive Computing A+ PLDI ACM-SIGPLAN Conference on Programming Language Design & Implementation A+ PODC ACM Symposium on Principles of Distributed Computing A+ PODS ACM SIGMOD-SIGACT-SIGART Conferenceon Principles of Database Systems A+ POPL ACM-SIGACT Symposium on Principles of Prog Langs A+ RSS Robotics: Systems and Science A+ RTSS Real Time Systems Symp A+ SENSYS ACM Conference on Embedded Networked Sensor Systems A+ SIGCOMM ACM Conference on Applications, Technologies,Architectures, and Protocols for Computer Communication A+ SIGGRAPH ACM SIG International Conference on Computer Graphics and Interactive Techniques A+ SIGIR ACM International Conference on Research and Development in Information Retrieval A+ SIGKDD ACM International Conference on Knowledge Discovery and Data Mining A+ SIGMETRICS ACM SIG on computer and communications metrics and performance A+ SIGMOD ACM Special Interest Group on Management of Data Conference A+ SODA ACM/SIAM Symposium on Discrete Algorithms A+ SOSP ACM SIGOPS Symposium on Operating Systems Principles A+ STOC ACM Symposium on Theory of Computing A+ UAI Conference in Uncertainty in Artifical Intelligence A+ UbiComp Uniquitous Computing A+ VLDB International Conference on Very Large Databases A+ WWW International World Wide Web Conference A+ ACM-HT ACM Hypertext Conf A AH International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems A AID International Conference on AI in Design A AIED International Conference on Artificial Intelligence in Education A AIIM Artificial Intelligence in Medicine A AIME Artificial Intelligence in Medicine in Europe A AiML Advances in Modal Logic A ALENEX Workshop on Algorithm Engineering and Experiments A ALIFE International Conference on the Simulation and Synthesis of Living Systems A AMAI Artificial Intelligence and Maths A AMIA American Medical Informatics Annual Fall Symposium A AOSD Aspect-Oriented Software Development A APPROX International Workshop on Approximation Algorithms for Combinatorial Optimization Problems A ASAP International Conference on Apps for Specific Array Processors A ASE Automated Software Engineering Conference A ASIACRYPT International Conference on the Theory and Applications of Cryptology A ASIS&T Annual conference of American Society for Information Science and Technology A ATVA International Symposium on Automated Technology for Verification and Analysis A AVSS Advanced Video and Signal Based Surveillance A BMVC British Machine Vision Conference A BPM International Conference in Business Process Management A CADE International Conference on Automated Deduction A CAIP International Conference on Computer Analysis of Images and Patterns A CaiSE International Conference on Advanced Information Systems Engineering A CANIM Computer Animation A CASES International Conference on Compilers, Architecture, and Synthesis for Embedded Systems A CBSE International Symposium Component-Based Software Engineering A CC International Conference on Compiler Construction A CCC IEEE Symposium on Computational Complexity A CCGRID IEEE Symposium on Cluster Computing and the Grid A CDC IEEE Conference on Decision and Control A CGI Computer Graphics International A CGO Code Generation and Optimization A CIDR Conference on Innovative Data Systems Research A CIKM ACM International Conference on Information and Knowledge Management A CLUSTER Cluster Computing Conference A COCOON International Conference on Computing and Combinatorics A CogSci Annual Conference of the Cognitive Science Society A COLING International Conference on Computational Liguistics A CONCUR International Conference on Concurrency Theory A CoNLL Conference on Natural Language Learning A CoopIS International Conference on Cooperative Information Systems A Coordination International Conference on Coordination Models and Lanuguages A CP International Conference on Principles & Practice of Constraint Programming A CPAIOR International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems A CSB IEEE Computational Systems Bioinformatics Conference A CSCW ACM Conference on Computer Supported Cooperative Work A CSFW IEEE Computer Security Foundations Workshop A CSSAC Cognitive Science Society Annual Conference A CVPR IEEE Conference on Computer Vision and Pattern Recognition A DAC Design Automation Conf A DAS International Workshop on Document Analysis Systems A DASFAA Database Systems for Advanced Applications A DATE IEEE/ACM Design, Automation & Test in Europe Conference A DEXA International Conference on Database and Expert Systems Applications A DIGRA Digital Games Research Conference A DIS Designing Interactive Systems A DISC International Symposium on Distributed Computing (ex WDAG) A DocEng ACM Symposium on Document Engineering A DOOD Deductive and Object-Oriented Databases A DUX Design for User Experience A EAAI Engineering Applications of Artifical Intelligence A EACL European Association of Computational Linguistics A EASE International Conference on Evaluation and Assessment in Software Engineering A EC ACM Conference on Electronic Commerce A ECAI European Conference on Artificial Intelligence A ECCV European Conference on Computer Vision A ECDL European Conference on Digital Libraries A ECIS European Conference on Information Systems A ECML European Conference on Machine Learning A ECOOP

好。根据查询东北大学官网查询显示，以下是该实验室获得的一些评比和奖项：1、2019年，小牛实验室成为第三届中国AI+教育大会“AI+Edu”优秀展示单位。2、2019年，小牛实验室团队参加JMCAI国际机器学习竞赛，在多个项目中获得前十名的好成绩。3、2020年，小牛实验室团队在第14届ACM国际会议上发表论文《基于图卷积神经网络的时空预测方法》，并获得最佳论文提名。4、小牛实验室的多位研究人员曾获得CCF A类国际会议（如KDD、SIGIR等）的最佳论文、最佳学生论文等奖项。