Novel methods to learn from scarce/sparse, or heterogenous, or multimodal data. The accelerated developments in the field of Artificial Intelligence (AI) hint at the need for considering Safety as a design principle rather than an option. This workshop starts with acknowledging the fundamental challenges of robustness and adaptiveness in financial services modeling and explores systematic solutions to solve these underlying problems to prevent future failures. 507-516, Singapore, Nov 2017. The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. We expect 50-65 people in the workshop. Rabat, Morocco . Conference Management Toolkit - Login "The EMBERS architecture for streaming predictive analytics." Both the research papers track and the applied data science papers track will take . Scientists and engineers in diverse domains are increasingly relying on using AI tools to accelerate scientific discovery and engineering design. 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. Submissions will be accepted via the Easychair submission website. Data science draws from methodology developed in such fields as applied mathematics, statistics, machine learning, data mining, data management, visualization, and HCI. We will also have a panel discussion on the current and future of GNNs on both research and industry. Long papers (up to 6 pages + references) and extended abstracts (2 pages + references) are welcome, including resubmissions of already accepted papers, work-in-progress, and position papers. In the Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), (acceptance rate: 17.9%), accepted, Macao, China, Aug 2019. Junxiang Wang, Fuxun Yu, Xiang Chen, and Liang Zhao. In the Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), (acceptance rate: 17.9%), accepted, Macao, China, Aug 2019. Interpretable Deep Graph Generation with Node-edge Codisentanglement. Attendance is open to all; at least one author of each accepted paper must be virtually present at the workshop. It is anticipated that this will be an in-person workshop, subject to changing travel restrictions and health measures. KDD 2022 : 28th ACM SIGKDD Conference on Knowledge Discovery - WikiCFP All papers must be submitted in PDF format, using the AAAI-21 author kit and anonymized. Graph Neural Networks: Foundations, Frontiers, and Applications. An increasing world population, coupled with finite arable land, changing diets, and the growing expense of agricultural inputs, is poised to stretch our agricultural systems to their limits. In this workshop, we want to explore ways to bridge short-term with long-term issues, idealistic with pragmatic solutions, operational with policy issues, and industry with academia, to build, evaluate, deploy, operate and maintain AI-based systems that are demonstrably safe. Submissions should follow the AAAI 2022 formatting guidelines and the AAAI 2022 standards for double-blind review including anonymous submission. For general inquiries about AI2ASE, please write to the lead organizer aryan.deshwal@wsu.edu or jana.doppa@wsu.edu. Representation Learning on Spatial Networks. [code] This year the AICS emphasis will be on practical considerations in the real world when deploying AI systems for security with a special focus on convergence of AI and cyber-security in the biomedical field. In nearly all applications, reliability, safety, and security of such systems is a critical consideration. Yujie Fan, Yanfang (Fanny) Ye, Qian Peng, Jianfei Zhang, Yiming Zhang, Xusheng Xiao, Chuan Shi, Qi Xiong, Fudong Shao, and Liang Zhao. Two types of submissions will be considered: full papers (6-8 pages + references), and short papers (2-4 pages + references). Self-supervised learning utilizes proxy supervised learning tasks, for example, distinguishing parts of the input signal from distractors, or generating masked input segments conditioned on the unmasked ones, to obtain training data from unlabeled corpora. Welcome to the 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2022), which will be held in Chengdu, China on May 16-19, 2022. With the rapid development of advanced techniques on the intersection between information theory and machine learning, such as neural network-based or matrix-based mutual information estimator, tighter generalization bounds by information theory, deep generative models and causal representation learning, information theoretic methods can provide new perspectives and methods to deep learning on the central issues of generalization, robustness, explainability, and offer new solutions to different deep learning related AI applications.This workshop aims to bring together both academic researchers and industrial practitioners to share visions on the intersection between information theory and deep learning, and their practical usages in different AI applications. [Best Poster Runner-Up Award]. Our preliminary plan for the schedule is as following , DEFACTIFY@AAAI-22 Program [tentative]9:00AM-9:15AMInaugurationA brief summary of the shared tasks number of participants, best results, Session 1 multimodal fact checkingWorkshop papers 9:30AM 10:30AM, 11:00AM 12:00pmInvited talk 1 Prof. Rada Mihalcea, University of Michigan, Session 2 Best 4/5 papers from FACTIFY & MEMOTION shared taskWorkshop papers 1:00PM 2:00PM, 2:00PM 3:30PMInvited talk 2 Prof. LOUIS-PHILIPPE MORENCY, CMU, Session 2 multimodal hate speechWorkshop papers 4:00PM 5:00PM. Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji and Charu Aggarwal. Workshop Date: Sunday August 14, 2022 EDT. 4701-4707, San Francisco, California, USA, Feb 2017. 2022. 5 (2014): 1447-1459. Poster/short/position papers submission deadline: Nov 5, 2021Full paper submission deadline: Nov 5, 2021Paper notification: Dec 3, 2021. 689-698, Barcelona, Spain, Dec 2016. Please keep your paper format according to AAAI Formatting Instructions (two-column format). It provides an international forum . The 35th Conference on Neural Information Processing Systems (NeurIPS 2021), (Acceptance Rate: 26%), accepted. In addition, any other work on dialog research is welcome to the general technical track. This thread already has a best answer. Sign-regularized multi-task learning. Precision agriculture and farm management, Development of open-source software, libraries, annotation tools, or benchmark datasets, Bias/equity in algorithmic decision-making, AI for ITS time-series and spatio-temporal data analyses, AI for the applications of transportation, Applications and techniques in image recognition based on AI techniques for ITS, Applications and techniques in autonomous cars and ships based on AI techniques. Additional information about formatting and style files is available here: : Full papers are limited to a total of 6 pages, including all content and references. Authors of accepted papers will be invited to participate. December, 09-12, 2022. Topics of interest include, but are not limited to: Paper submissions will be in two formats: full paper (8 pages) and position paper (4 pages): The submission website ishttps://easychair.org/conferences/?conf=trase2022. Modern interface, high scalability, extensive features and outstanding support are the signatures of Microsoft CMT. 2020. The audience of this workshop will be researchers and students from a wide array of disciplines including, but not limited to, statistics, computer science, economics, public policy, psychology, management, and decision science, who work at the intersection of causal inference, machine learning, and behavior science. Online and Distributed Robust Regressions with Extremely Noisy Labels. Videos have become an omnipresent source of knowledge: courses, presentations, conferences, documentaries, live streams, meeting recordings, vlogs. We allow both short (2-4 pages) and long papers (6-8 pages) papers. . We are excited to announce our upcoming workshop at KDD 2022 | Washington DC, U.S.: Decision Intelligence and Analytics for Online Marketplaces - Jobs, Ridesharing, Retail, and Beyond. This date takes priority over those shown below and could be extended for some programs. Welcome to DLG-KDD'22! - Bitbucket 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. It has profoundly impacted several areas, including computer vision, natural language processing, and transportation. This one-day workshop will consist of: (1) an ice-breaking session, (2) paper presentations, (3) a poster session, and (4) an ideation brainstorming session. System reports will be presented during poster sessions. TG-GAN: Continuous-time Temporal Graph Deep Generative Models with Time-Validity Constraints. Information theory has demonstrated great potential to solve the above challenges. Proceedings of the IEEE (impact factor: 9.237), vol. We accept two types of submissions full research paper no longer than 8 pages (including references) and short/poster paper with 2-4 pages. By entering your email, you consent to receive communications from UdeM. However, you may visit "Cookie Settings" to provide a controlled consent. KDD 2022 -ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Instead of grading each piece of work individually, which can take up a bulk of extra time, intelligent scoring tools allow teachers the ability to have their students work automatically graded. All submissions must be original contributions and will be peer reviewed, single-blinded. Additionally, adversaries continue to develop new attacks. The AAAI-22 workshop program includes 39 workshops covering a [] Note: Mandatory abstract deadline on May 16, 2022 Deadline: ISMIR 2022 ISMIR '22 ​ . Junxiang Wang, Hongyi Li, Zheng Chai, Yongchao Wang, Yue Cheng, Liang Zhao. Motif-guided Heterogeneous Graph Deep Generation. Three categories of contributions are sought: full-research papers up to 8 pages; short papers up to 4 pages; and posters and demos up to 2 pages. What approaches emerge in building fundamentally robust and adaptive AI/ML systems? 4 pages) papers describing research at the intersection of AI and science/engineering domains including chemistry, physics, power systems, materials, catalysis, health sciences, computing systems design and optimization, epidemiology, agriculture, transportation, earth and environmental sciences, genomics and bioinformatics, civil and mechanical engineering etc. The research contributions may discuss technical challenges of reading and interpreting business documents and present research results. There is now a great deal of interest in finding better alternatives to this scheme. Virtual . KDD 2022 : Chen Ling, Junji Jiang, Junxiang Wang, Liang Zhao. Microsoft's Conference Management Toolkit is a hosted academic conference management system. Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis. July 22: The workshop Programis up! The 2023 ACM SIGMOD/PODS Conference: Seattle, Washington, USA - Welcome 2022. All papers must be submitted in PDF format using the AAAI-22 author kit. 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. All these changes require novel solutions, and the AI community is well-positioned to provide both theoretical- and application-based methods and frameworks. The accepted papers will be posted on the workshop website and will not appear in the AAAI proceedings. The workshop plans to invite about 50-75 participants. Meta-learning models from various existing task-specific AI models. Prediction-time Efficient Classification Using Feature Computational Dependencies. Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold Boedihardjo, Chang-Tien Lu, "Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation", ACM Transactions on Knowledge Discovery from Data (TKDD), (impact factor: 1.98), accepted, 2019. Dataset(s) will be provided to hack-a-thon participants. Some of the key questions to be explored include: The workshop will take place in person and will span over one day. July 21: Clarified that the workshop this year will be held in-person. All deadlines are at 11:59 PM anytime in the world. Our topics of interest span over prediction, planning, and decision problems for online marketplaces, including but not limited to. All the submissions must follow the AAAI-22 formatting guidelines, camera-ready style. Junxiang Wang, Hongyi Li, Liang Zhao. These cookies ensure basic functionalities and security features of the website, anonymously. The deadline for the submissions is July 31st, 2022 11.59 PM (Anywhere on Earth time). [materials]. ACM Transactions on Knowledge Discovery from Data (TKDD), (impact factor: 3.089), accepted. Association for the Advancement of Artificial Intelligence, The Thirty-Sixth AAAI Conference on Artificial IntelligenceFebruary 28 and March 1, 2022Vancouver Convention CentreVancouver, BC, Canada. Xiaojie Guo, Lingfei Wu, Liang Zhao. Following this AAAI conference submission policy, reviews are double-blind, and author names and affiliations should NOT be listed. In the coronavirus era, requiring many schools to move to online learning, the ability to give feedback at scale could provide needed support to teachers. Prof. Max Welling, University of Amsterdam and Microsoft ResearchProf. Keynotes and invited talks: Several keynotes and invited talks by leading researchers in the area will be presented. Junxiang Wang, Zheng Chai, Yue Cheng, and Liang Zhao. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc. a tutorial on how to structure data mining papers by Prof. Xindong Wu (University of Louisiana at Lafayette). It drives discoveries in business, economy, biology, medicine, environmental science, the physical sciences, the humanities and social sciences, and beyond. Zheng Chai, Yujing Chen, Ali Anwar, Liang Zhao, Yue Cheng, Huzefa Rangwala. Analytical cookies are used to understand how visitors interact with the website. Please use ACM Conference templates (two column format). IEEE Computer (impact factor: 3.564), vo. Research efforts and datasets on text fact verification could be found, but there is not much attention towards multi-modal or cross-modal fact-verification. Qingzhe Li, Liang Zhao, Yi-Ching Lee, Yanfang Ye, Jessica Lin, and Lingfei Wu. Integration of declarative and procedural domain knowledge in learning. This calls for novel methods and new methodologies and tools to address quality and reliability challenges of ML systems. AI is one of these transformative technologies that is now achieving great successes in various real-world applications and making our life more convenient and safer. ACM Transactions on Spatial Algorithms and Systems (TSAS), 5, 3, Article 19 (September 2019), 28 pages. The biomedical space has seen a flurry of activity recently, and cyber criminals have amplified their efforts with health-related phishing attacks, spreading misinformation, and intruding into health infrastructure. The review process is double-blind, and we follow the Conflict of Interest Policy for ACM Publications. We accept two types of submissions full research papers no longer than 8 pages (including references) and short/poster papers with 2-4 pages. It is well-known that deep learning techniques that were disruptive for Euclidean data such as images or sequence data such as text are not immediately applicable to graph-structured data. SDU will be a one-day workshop.
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