Introduction: SIGKDD aims to provide the premier forum for advancement and adoption of the "science" of knowledge discovery and data mining.SIGKDD will encourage: basic research in KDD (through annual research conferences, newsletter and other related activities . Oral Paper (Top 5% among the accepted papers). However, the performance and efficiency of these techniques are big challenges for performing real-time applications. The submissions must be in PDF format, written in English, and formatted according to the AAAI camera-ready style. Dynamic Activation of Clients and Parameters for Federated Learning over Heterogeneous Graphs. We are interested in a broad range of topics, both foundational and applied. Submission link:https://easychair.org/cfp/raisa-2022, William Streilein, MIT Lincoln Laboratory, 244 Wood St., Lexington, MA, 02420, (781) 981-7200, wws@ll.mit.edu, Olivia Brown (MIT Lincoln Laboratory, Olivia.Brown@ll.mit.edu), Rajmonda Caceres (MIT Lincoln Laboratory, Rajmonda.Caceres@ll.mit.edu), Tina Eliassi-Rad (Northeastern University, teliassirad@northeastern.edu), David Martinez (MIT Lincoln Laboratory, dmartinez@ll.mit.edu), Sanjeev Mohindra (MIT Lincoln Laboratory, smohindra@ll.mit.edu), Elham Tabassi (National Institute of Standards and Technology, elham.tabassi@nist.gov), Workshop URL:https://sites.google.com/view/raisa-2022/. Liang Zhao, Amir Alipour-Fanid, Martin Slawski and Kai Zeng. In other words, many existing FL solutions are still exposed to various security and privacy threats. Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, et al.. "'Beating the news' with EMBERS:forecasting civil unrest using open source indicators." The study of complex graphs is a highly interdisciplinary field that aims to study complex systems by using mathematical models, physical laws, inference and learning algorithms, etc. Identification of information-theoretic quantities relevant for causal inference and discovery. Qingzhe Li, Liang Zhao, Yi-Ching Lee, Yanfang Ye, Jessica Lin, and Lingfei Wu. In recent years, machine learning techniques (e.g. The submissions need to be anonymized. Kyoto . Submissions will go through a double-blind review process. With this in mind, we welcome relevant contributions on the following (and related) topic areas: The submissions must be in PDF format, written in English, and formatted according to the AAAI camera-ready style. Template guidelines are here:https://www.acm.org/publications/proceedings-template. Junxiang Wang, Yuyang Gao, Andreas Zufle, Jingyuan Yang, and Liang Zhao. 1059-1072, May 1 2017. In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22), 2022. Published March 4, 2023 4:51 a.m. PST. DB transactions) to unstructured data (e.g. We will also organize 3 shared tasks in this workshop: punctuation restoration, domain adaptation for punctuation restoration, and chitchat detection. For example: The workshop will be a 1-day event with a number of invited talks by prominent researchers, a panel discussion, and a combination of oral and poster presentations of accepted papers. Novel algorithmic solutions to causal inference or discovery problems using information-theoretic tools or assumptions. Applications of causal inference and discovery in machine learning/deep learning motivated by information-theoretic approaches (e.g. Liang Zhao, Feng Chen, Chang-Tien Lu, and Naren Ramakrishnan. A Systematic Survey on Deep Generative Models for Graph Generation. Brave new ideas to learn AI models under bias and scarcity. Paper Final Version Due: Monday August 1, 2022. Extended abstracts should not exceed 2 pages, excluding references. Tips for Doing Good DM Research & Get it Published! This is especially the case for non-traditional online resources such as social networks, blogs, news feed, twitter posts, and online communities with the sheer size and ever-increasing growth and change rate of their data. We are soliciting submissions of short papers in PDF format and formatted according to the Standard ACM Conference Proceedings Template. The ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 2022 (ACM SIGSPATIAL 2022) (Acceptance Rate: 23.8%), full paper track, to appear, 2022. ITCI22 will be a one-day workshop. Submissions of technical papers can be up to 7 pages excluding references and appendices. Submit to:https://cmt3.research.microsoft.com/AIBSD2022, Kuan-Chuan Peng (Mitsubishi Electric Research Laboratories, kp388@cornell.edu), Ziyan Wu (UII America, Inc., wuzy.buaa@gmail.com), Supplemental workshop site:https://aibsdworkshop.github.io/2022/index.html. For previous workshops held physically, each workshop attracts around 150~300 participants. Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph. Dynamic Tracking and Relative Ranking of Airport Threats from News and Social Media. Microsoft Research CMT: https://cmt3.research.microsoft.com/DI2022, https://document-intelligence.github.io/DI-2022/ or https://aka.ms/di-2022, Workshop registration will be processed with the main KDD 2022 conference: https://kdd.org/kdd2022/, Standard ACM Conference Proceedings Template, Conflict of Interest Policy for ACM Publications, https://cmt3.research.microsoft.com/DI2022, https://document-intelligence.github.io/DI-2022/, Second Document Intelligence Workshop @ KDD 2021, First Document Intelligence Workshop @ NeurIPS 2019, Hamid Motahari, Nigel Duffy, Paul Bennett, and Tania Bedrax-Weiss. San Francisco, USA . The trustworthy issues of clinical AI methods were not discussed. 689-698, Barcelona, Spain, Dec 2016. "Knowledge-enhanced Neural Machine Reasoning: A Review." Lyle Unga (University of Pennsylvania, ungar@cis.upenn.edu), Rahul Ladhania* (University of Michigan, ladhania@umich.edu, primary contact), Linnea Gandhi (University of Pennsylvania, lgandhi@wharton.upenn.edu), Michael Sobolev (Cornell Tech, michael.sobolev@cornell.edu), Supplemental workshop site:https://ai4bc.github.io/ai4bc22/, For any questions, please reach out to us at ai4behaviorchange at gmail dot com. IBM Research, 2018. Recently developed tools and cutting-edge methodologies coming from the theory of optimal transport have proved to be particularly successful for these tasks. The official dates for submitting an application are detailed below, but see the exact deadline posted on the Description Page for the program of study. After seventh highly successful events, the eighth Symposium on Visualization in Data Science (VDS) will be held at a new venue, ACM KDD 2022 as well as IEEE VIS 2022. The papers have to be submitted through EasyChair. Wenbin Zhang, Liming Zhang, Dieter Pfoser, Liang Zhao. "A Topic-focused Trust Model for Twitter." Send this CFP to us by mail: cfp@ourglocal.org. Advances in IML promise to make AIs more accessible and controllable, more compatible with the values of their human partners and more trustworthy. Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. Submissions may consist of up to 7 pages of technical content plus up to two additional pages solely for references. Workshops will be held Monday and Tuesday, February 28 and March 1, 2022. ; (2) Deep Learning (DL) approaches that can exploit large datasets, particularly Graph Neural Networks (GNNs) and Deep Reinforcement Learning (DRL); (3) End-to-end learning methodologies that mend the gap between ML model training and downstream optimization problems that use ML predictions as inputs; (4) Datasets and benchmark libraries that enable ML approaches for a particular OR application or challenging combinatorial problems. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018), Oral presentation (acceptance rate: 11.0%), pp. Information theory has demonstrated great potential to solve the above challenges. A striking feature of much of this recent work is the application of new theoretical and computational techniques for comparing probability distributions defined on spaces with complex structures, such as graphs, Riemannian manifolds and more general metric spaces. Babies learn their first language through listening, talking, and interacting with adults. Accepted submissions will be notified latest by August 7th, 2022. 2020. Papers that are under review at another conference or journal are acceptable for submission at this workshop, but we will not accept papers that have already been accepted or published at a venue with formal proceedings (including KDD 2022). Authors are invited to send a contribution in the AAAI-22 proceedings format. Visualization is an integral part of data science, and essential to enable sophisticated analysis of data. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Moreover, to tackle and overcome several issues in personalized healthcare, information technology will need to evolve to improve communication, collaboration, and teamwork among patients, their families, healthcare communities, and care teams involving practitioners from different fields and specialties. Papers that introduce new theoretical concepts or methods, help to develop a better understanding of new emerging concepts through extensive experiments, or demonstrate a novel application of these methods to a domain are encouraged. 4701-4707, San Francisco, California, USA, Feb 2017. Current rates of progress are insufficient, making it impossible to meet this goal without a technological paradigm shift. Frontiers in Neurorobotics, (impact factor: 2.574), accepted. In addition, any other work on dialog research is welcome to the general technical track. ), Learning with algebraic or combinatorial structure, Link analysis/prediction, node classification, graph classification, clustering for complex graph structures, Theoretical analysis of graph algorithms or models, Optimization methods for graphs/manifolds, Probabilistic and graphical models for structured data, Unsupervised graph/manifold embedding methods. Nowadays, machine learning solutions are widely deployed. We hope this will help bring the communities of data mining and visualization more closely connected. [Best Paper Award]. The workshop is being organized by application area or other, panels, invited speakers, interactive, small groups, discussions, presentations. 2022. Moreover, the operational context in which AI systems are deployed necessitates consideration of robustness and its relation to principles of fairness, privacy, and explainability. The acceptance decisions will take in account novelty, technical depth and quality, insightfulness, depth, elegance, practical or theoretical impact, reproducibility and presentation. See ICDM Acceptance Rates for more information. The main objective of the workshop is to bring researchers together to discuss ideas, preliminary results, and ongoing research in the field of reinforcement in games. We expect 50~75 participants and potentially more according to our past experiences. We expect ~60 attendees. This policy also applies to papers that overlap substantially in technical content with papers previously published, accepted, or under review. Topics include but not limited to: Large-scale and novel targeting technologies, Fraud, fairness, explainability and privacy, Intelligent assistants in job hunting and hiring automation, Large-scale and high performing data infrastructure, data analysis and tooling, Economics and causal inference in online jobs marketplace, Large-scale analytics of user behaviors in online jobs marketplace. These research trends inform the need to explore the intersection of AI with behavioral science and causal inference, and how they can come together for applications in the social and health sciences. This calls for novel methods and new methodologies and tools to address quality and reliability challenges of ML systems. The cookie is used to store the user consent for the cookies in the category "Performance". Proceedings of the IEEE (impact factor: 9.237), vol. "TITAN: A Spatiotemporal Feature Learning Framework for Traffic Incident Duration Prediction", the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 2019 (SIGSPATIAL 2019), long paper, (acceptance rate: 21.7%), Chicago, Illinois, USA, accepted. July 21: Clarified that the workshop this year will be held in-person. Important Dates. Cyber systems generate large volumes of data, utilizing this effectively is beyond human capabilities. The program of the workshop will include invited talks, paper presentations and a panel discussion. Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen. "A Uniform Representation for Trajectory Learning Tasks", 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2017), short paper, DOI=10.1145/3139958.3140017, Redondo Beach, CA, USA, Nov 2017. iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. Dialog systems and related technologies, including natural language processing, audio and speech processing, and vision information processing. The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". 2022. Although machine learning (ML) approaches have demonstrated impressive performance on various applications and made significant progress for AI, the potential vulnerabilities of ML models to malicious attacks (e.g., adversarial/poisoning attacks) have raised severe concerns in safety-critical applications. The workshop will be a one-day workshop, featuring speakers, panelists, and poster presenters from machine learning, biomedical informatics, natural language processing, statistics, behavior science. Deadlines are shown in America/Los_Angeles time. 105, no. Generative Adversarial Learning of Protein Tertiary Structures. Representation Learning on Spatial Networks. convolutional neural network (CNN), recurrent neural network (RNN), etc.) How do metrics of capability and generality, and the trade-offs with performance affect safety? Registration in each workshop is required by all active participants, and is also open to all interested individuals. Qingzhe Li, Liang Zhao, Yi-Ching Lee, Avesta Sassan, and Jessica Lin. Because of the time needed to complete the formalities for entering Canada and Quebec, the admission period for international applicants ends several weeks before the session begins. The invited speakers, who are well-recognized experts of the field, will give a 30 minute talk. Publication in HC-SSL does not prohibit authors from publishing their papers in archival venues such as NeurIPS/ICLR/ICML or IEEE/ACM Conferences and Journals. May 8, 2022: Student Travel Awards announcement is, Apr. All submissions will be peer-reviewed. And with particular focuses but not limited to these application domains: Our program consists of two sessions: academic session and industry session. Submitted papers will be assessed based on their novelty, technical quality, potential impact, and clarity of writing. Workshop registration is available to AAAI-22 technical registrants at a discounted rate, or separately to workshop only registrants. Qingzhe Li, Liang Zhao, Jessica Lin and Yi-ching Lee. Liang Zhao, Feng Chen, and Yanfang Ye. Topics of interest in the biomedical space include: Topics of general interest to cyber-security include: Submission site:https://easychair.org/conferences/?conf=aics22, Tamara Broderick (MIT CSAIL, tamarab@mit.edu), James Holt (Laboratory for Physical Sciences, USA, holt@lps.umd.edu), Edward Raff (Booz Allen Hamilton, USA, Raff_Edward@bah.com), Ahmad Ridley (National Security Agency), Dennis Ross (MIT Lincoln Laboratory, USA, dennis.ross@ll.mit.edu), Arunesh Sinha (Singapore Management University, Singapore, aruneshs@smu.edu.sg), Diane Staheli (MIT Lincoln Laboratory, USA, diane.staheli@ll.mit.edu), William W. Streilein (MIT Lincoln Laboratory, USA, wws@ll.mit.edu), Milind Tambe (Harvard University, USA, milind_tambe@harvard.edu), Yevgeniy Vorobeychik (Washington University in Saint Louis, USA, eug.vorobey@gmail.com) Allan Wollaber (MIT Lincoln Laboratory, USA, Allan.Wollaber@ll.mit.edu), Supplemental workshop site:http://aics.site/. The aim of this workshop is to focus on both original research and review articles on various disciplines of ITS applications, including particularly AI techniques for ITS time-series data analyses, ITS spatio-temporal data analyses, advanced traffic management systems, advanced traveler information systems, commercial vehicle operation systems, advanced vehicle control and safety systems, advanced public transportation services, advanced information management services, etc. In light of these issues, and the ever-increasing pervasiveness of AI in the real world, we seek to provide a focused venue for academic and industry researchers and practitioners to discuss research challenges and solutions associated with building AI systems under data scarcity and/or bias. Papers can be submitted here as an extended abstract (4 pages limit excluding references) or a short paper (6 pages limit excluding references). Deep Generation of Heterogeneous Networks. Interesting challenges in this domain include the drastic increase of work from home or remote work, the imbalance between the demand and supply of the job market, the popularity of independent workers, the capability of helping job seekers on their whole job seeking journey and career development, the different objectives and behaviors of all major stakeholders in the ecosystem, e.g. Technology has transformed over the last few years, turning from futuristic ideas into todays reality. arXiv preprint arXiv:2002.11867 (2021), Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao. Please email to Lingfei Wu: lwu@email.wm.edu for any query. SL-VAE: Variational Autoencoder for Source Localization in Graph Information Diffusion. ACM RecSys 2022 will be held in Seattle, USA, from September 18 - 23, 2022. As for the Kraken, they made one trade a month ago to acquire a seventh defenceman, Jaycob Megna and did nothing else (from 'Kraken remain quiet as NHL trade deadline passes,' The Seattle .
kdd 2022 deadline
April 23, 2023
kdd 2022 deadline
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