{"id":13684746,"url":"https://github.com/thundergolfer/awesome-AI-academia","last_synced_at":"2025-05-01T00:32:45.221Z","repository":{"id":73463368,"uuid":"59753956","full_name":"thundergolfer/awesome-AI-academia","owner":"thundergolfer","description":"A curated list of academic AI resources and people. 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Currently this has a bias towards my own interest in the crossection of AI and Argumentation, though I will soon separate related but distinct content into catergories.\n\nContributions welcome!\n\n## Contents\n\n1. [People](#people)\n2. [Seminal Papers](#papers)\n3. [Journals](#journals)\n4. [Conferences](#conferences)\n5. [Workshops](#workshop-series)\n6. [Schools And Education](#schools-and-education)\n7. [Other Useful Links](#other-useful-links)\n\n## People\n\n\u003e **Full List In [people-extended](/people-extended.md)**, [source](http://www.sciencemag.org/sites/default/files/documents/Top-50_authors.pdf)\n\n| Researcher                          | Known For...                                                          |\n|-------------------------------------|-----------------------------------------------------------------------|\n| [Michael I. Jordon](https://www.semanticscholar.org/author/Michael-I-Jordan/1694621) | [Latent Dirichlet (LDA) Allocation](https://pdfs.semanticscholar.org/6045/fc52a09fb54e6ddc3d46d792461bb2247cde.pdf) |\n| [Andrew Ng](https://www.semanticscholar.org/author/Andrew-Y-Ng/1701538) | [LDA](https://pdfs.semanticscholar.org/6045/fc52a09fb54e6ddc3d46d792461bb2247cde.pdf), [Spectral Clustering](https://pdfs.semanticscholar.org/e0d2/861a9022667a93a8a0573d44f238f7c3a027.pdf) |\n| [Andrew Zisserman](https://www.semanticscholar.org/author/Andrew-Zisserman/1688869) | [CNNs for large-scale image classification](https://arxiv.org/pdf/1409.1556.pdf) |\n| [Christopher D. Manning](https://www.semanticscholar.org/author/Christopher-D-Manning/1812612) | Information Retrieval, NLP |\n| [Jitendra Malik](https://www.semanticscholar.org/author/Jitendra-Malik/1689212) | [Image segmentation](https://pdfs.semanticscholar.org/d58c/935da27d873e815de1b31245e711d8a6d1d3.pdf) |\n| [Geoff Hinton](https://www.semanticscholar.org/author/Geoffrey-E-Hinton/1695689) | [Dropout](https://www.semanticscholar.org/paper/Dropout-a-simple-way-to-prevent-neural-networks-Srivastava-Hinton/6c8b30f63f265c32e26d999aa1fef5286b8308ad) |\n| [Scott Shenker](https://www.semanticscholar.org/author/Scott-Shenker/1753148) | [Content-addressable networks](https://pdfs.semanticscholar.org/b3fb/541628ecff78b4acd05e93dc268324f17799.pdf) |\n| [Bernhard Schölkopf](https://www.semanticscholar.org/author/Bernhard-Sch%C3%B6lkopf/1707625) | PCA Techniques |\n| [Judea Pearl](https://www.semanticscholar.org/author/Judea-Pearl/1735413) | [Causality Models](https://pdfs.semanticscholar.org/6482/4c69c9445d7362fc1939958337e059d085ab.pdf) |\n| [Jeffrey Dean](https://www.semanticscholar.org/author/Jeffrey-F-D-Dean/1796515) | Tensorflow |\n| [Yoshua Bengio](https://www.semanticscholar.org/author/Yoshua-Bengio/1751762) | [Neural translation](https://pdfs.semanticscholar.org/8d43/4a90b68fd0f2592d6fe7acf67d232123ad67.pdf) |\n\n\u003e **Full List In [people-extended](/people-extended.md)**\n\n## Seminal Papers\nAcademic papers that strongly influenced the feild of Artificial Intelligence. See [Papers-Extended](/papers-extended.md) for a larger list of important A.I papers.\n\n* [Best Paper Awards In Computer Science](http://jeffhuang.com/best_paper_awards.html) - \"Best paper awards from top-tier conferences\"\n\n\n\n## Journals\n\n| Journal Name \t\t\t\t\t\t\t\t\t\t\t\t| SJR Ranking  \t\t| ResearchGate Impact Factor |\n|-----------------------------------------------------------|-------------------|----------------------------|\n| [American Dialectic](http://www.americandialectic.org/)   | \t\t\t\t\t| \t\t\t\t\t\t\t |\n| [Annals of Mathematics and Artificial Intelligence [Springer]](https://www.researchgate.net/journal/1012-2443_Annals_of_Mathematics_and_Artificial_Intelligence) | 0.891 |      |\n| [Applied Communication Research, Journal of](http://www.tandfonline.com/action/aboutThisJournal?journalCode=rjac20#.Ub8g6Ot5H-k) |     |      |\n| [Applied Intelligence [Springer]](https://www.researchgate.net/journal/1573-7497_Applied_Intelligence) | 1.474  |      |\n| [Applied Logic, Journal of](https://www.researchgate.net/journal/1570-8683_Journal_of_Applied_Logic) |     |      |\n| [Applied Non-Classical Logics, Journal of](http://www.tandfonline.com/toc/tncl20/current#.Ub8g_et5H-k) |     |      |\n| [Argumentation](http://link.springer.com/journal/10503) |     |      |\n| [Argumentation \u0026 Advocacy; The Journal of the American Forensic Association](http://www.americanforensics.org/AA/aa_info.html) |     |      |\n| [Argument \u0026 Computation, Journal of](https://www.researchgate.net/journal/1946-2166_Argument_and_Computation) |     |      |\n| Argumentation in Context, Journal of |     |      |\n| [Artificial Intelligence](https://www.researchgate.net/journal/0004-3702_Artificial_Intelligence) | 3.263 (Rank 10) |      |\n| [Artificial Intelligence and Law [Springer]](https://www.researchgate.net/journal/1572-8382_Artificial_Intelligence_and_Law) | 0.48    |      |\n| [Artificial Intelligence and Society [Springer]](https://www.researchgate.net/journal/0951-5666_AI_Society) | 0.179 |      |\n| [Artificial Intelligence Review [Springer]](https://www.researchgate.net/journal/0269-2821_Artificial_Intelligence_Review) | 1.161    |      |\n| [Artificial Intelligence Research, Journal of (JAIR)](https://www.researchgate.net/journal/1076-9757_Journal_of_Artificial_Intelligence_Research) | 1.725    |      |\n| [Artificial Intelligence Tools, International Journal of](https://www.researchgate.net/journal/0218-2130_International_Journal_of_Artificial_Intelligence_Tools) |     |      |\n| Association for Computing Machinery, Journal of | 4.574 (Rank 7) |   |\n| [Autonomous Agents and Multi-Agent Systems [Springer]](https://www.researchgate.net/journal/1387-2532_Autonomous_Agents_and_Multi-Agent_Systems) | 1.525 |      |\n| [Automated Reasoning, Journal of](https://www.researchgate.net/journal/0168-7433_Journal_of_Automated_Reasoning) | 1.526    |      |\n| [Cogency, Journal of Reasoning and Argumentation](http://www.cogency.udp.cl/) |     |      |\n| [Communications of the ACM](https://www.researchgate.net/journal/0001-0782_Communications_of_the_ACM) |     |      |\n| [Computational Intelligence \u0026 Neuroscience](https://www.researchgate.net/journal/1687-5265_Computational_Intelligence_and_Neuroscience) | 0.841  |      |\n| [Computers in Human Behavior](https://www.researchgate.net/journal/0747-5632_Computers_in_Human_Behavior) |     |      |\n| [Distill.Pub](http://distill.pub/) |    |    |\n| E-Learning \u0026 Digital Media |     |      |\n| Foundations and Trends in Machine Learning | 9.855 (Rank 1) |   |\n| [History and Philosophy of Logic](https://www.researchgate.net/journal/0144-5340_History_and_Philosophy_of_Logic) |     |      |\n| [IEEE Intelligent Systems](https://www.researchgate.net/journal/1541-1672_Intelligent_Systems_IEEE) |     |      |\n| [Informal Logic](https://www.researchgate.net/journal/0824-2577_Informal_Logic) |     |      |\n| [Intelligent Systems, International Journal of](https://www.researchgate.net/journal/1098-111X_International_Journal_of_Intelligent_Systems) |     |      |\n| [International Review of Research in Open \u0026 Distance Learning](https://www.researchgate.net/journal/1492-3831_International_Review_of_Research_in_Open_and_Distance_Learning) | | |\n| [Interacting With Computers](https://www.researchgate.net/journal/0953-5438_Interacting_with_Computers) |     |      |\n| [Kairos: A Journal of Rhetoric, Technology, \u0026 Pedagogy](http://english.ttu.edu/kairos/) |     |      |\n| Knowledge Engineering Review |     |      |\n| Knowledge Based Systems |     |      |\n| Law, Probability \u0026 Risk |     |      |\n| Logic, Grammar and Rhetoric, Studies in |     |      |\n| Logic and Computation, Journal of |     |      |\n| Logique et Analyse |     |      |\n| Machine Learning Research, Journal of | 2.929  |          |\n| Nous |     |      |\n| Philosophical Logic, Journal of |     |      |\n| Philosophical Quarterly |     |      |\n| Philosophical Review |     |      |\n| Philosophy \u0026 Rhetoric |     |      |\n| Pragmatics, Journal of |     |      |\n| Present Tense: A Journal of Rhetoric in Society |     |      |\n| Rhetoric Review |     |      |\n| Rhetoric Society Quarterly |     |      |\n| Rhetorica, A Journal of the History of Rhetoric |     |      |\n| Semantics \u0026 Pragmatics |     |      |\n| Speech, Quarterly Journal of |     |      |\n| Symbolic Logic, Journal of |     |      |\n| Synthese |     |      |\n\n## Conferences\n\n* [AAAI Conferences:](http://www.aaai.org/Conferences/conferences.php)\n* AAAI Conference on Artificial Intelligence\n* Innovative Applications of Artificial Intelligence Conference (IAAI)\n* Artificial Intelligence for Interaction Digital Entertainment Conference (AIIDE)\n* International Conference on Weblogs \u0026 Social Media\n* [AAMAS - Autonomous Agents \u0026 MultiAgent Systems](http://sis.smu.edu.sg/aamas2016)\n* [AJCAI - Australasian Joint Conference on Artificial Intelligence](http://ai2013.otago.ac.nz/)\n* [BCS-Human Computer Interaction](http://hci2016.bcs.org/)\n* [CADE - Conference on Automated Deduction](http://www.cadeinc.org/)\n* [CHI (Human Comp Interaction)](http://chi2016.acm.org/wp/)\n* [COMMA - Computation Models of Argument](http://www.comma-conf.org/)\n* [CSCW - Computer Supported Cooperative Work and Social Computing](https://cscw.acm.org/2017/)\n* [ECAI - European Conference on AI](http://www.ecai2016.org/)\n* [GROUP - ACM Conference on Supporting Groupwork](http://oldwww.acm.org/conferences/group/conferences/group16/)\n* [ICAIL - International Conference on AI and Law](http://sites.sandiego.edu/icail/)\n* [ICML - International Conference on Machine Learning](https://2017.icml.cc/)\n* [ICLR - International Conference on Learning Representations](http://www.iclr.cc/doku.php?id=ICLR2017:main\u0026redirect=1)\n* [IJCAI - International Joint Conference on Artificial Intelligence](http://ijcai.org/)\n* [IJCAR - International Joint Conference on Automated Reasoning](http://www.ijcar-2016.info/)\n* [ISSA - Information Systems Security Association](https://www.issa.org/?issaconf_home)\n* [JELIA - Joint European Conference on Logics in Aritificial Intelligence](http://www.jelia.eu/)\n* [JURIX - International Conference on Legal Knowledge and Information Systems](http://jurix.nl/)\n* [LPAR - Logic for Programming, Artificial Intelligence and Reasoning](http://www.lpar.net/)\n* [MICAI - Mexican International Conference on Artificial Intelligence](http://www.micai.org/)\n* [NIPS - Neural Information Processing Systems](https://nips.cc/)\n* [OSSA - Ontario Society for the Study of Argumentation](http://scholar.uwindsor.ca/ossaarchive/)\n* [PERSUASIVE - International Conference on Persuasive Technology](http://persuasive2016.org/)\n* [PRIMA - International Conference on Principles and Practice of Multi-Agent Systems](http://prima2016.di.unito.it/)\n* [UbiComp - UbiComp, the ACM International Joint Conference on Pervasive and Ubiquitous Computing](http://ubicomp.org/ubicomp2016/)\n* [UMAP - User Modeling, Adaptation and Personalization](http://www.um.org/umap2016/)\n\n## Workshop Series\n\n* [ArgMAS - Argumentation in MultiAgent Systems](http://www.mit.edu/~irahwan/argmas/)\n* [CLIMA - Computational Logic in MultiAgent Systems](http://www-sop.inria.fr/members/Serena.Villata/climaXV.html)\n* [CMNA - Computational Models of Natural Argument](http://cmna.info/CMNA16/)\n* [TAFA - Theory and Applications of Formal Argument](http://homepages.abdn.ac.uk/n.oren/pages/TAFA-15/)\n* [WoLLIC - Workshop on Language, Logic, Information and Computation](http://wollic.org/wollic2016/)\n\n## Schools And Education\n* [Best Universities/Colleges for Computer Science and Info. Systems](https://www.theguardian.com/higher-education-network/2016/mar/22/qs-world-university-rankings-2016-computer-science-and-information-systems)\n* [US.News GradRank Best US Colleges for Artificial Intelligence](http://grad-schools.usnews.rankingsandreviews.com/best-graduate-schools/top-science-schools/artificial-intelligence-rankings)\n* [Quora - What is the best school for a PHD in AI?](https://www.quora.com/What-are-the-best-ten-schools-for-a-PhD-in-Artificial-Intelligence-and-Machine-Learning)\n\n\n## Open-Source Research Utilities\n\n* [karpathy/arxiv-sanity-preserver](https://github.com/karpathy/arxiv-sanity-preserver)\n* [thundergolfer/arXie-bot](https://github.com/thundergolfer/arXie-Bot) [Contributors Needed]\n* [scirate/scirate](https://github.com/scirate/scirate)\n\n\n## Other Useful Links\n\n\n* [How to Read an Computer Science research paper](http://www2.cs.uregina.ca/~pwlfong/CS499/reading-paper.pdf)\n* [How to *write* a research paper - Stanford](http://cs.stanford.edu/people/widom/paper-writing.html)\n\n### License\n\n[![CC0](http://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg)](https://creativecommons.org/publicdomain/zero/1.0/)\n\nTo the extent possible under law, [Thundergolfer](http://jonathonbelotti.com) has waived all copyright and related or neighboring rights to this work.\n\n### Credits\n\nCredit to [Simon Wells](https://github.com/siwells) for part of this list.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthundergolfer%2Fawesome-AI-academia","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthundergolfer%2Fawesome-AI-academia","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthundergolfer%2Fawesome-AI-academia/lists"}