The 39th IEEE International Conference on Data Engineering (ICDE 2023), accepted. Each full paper will be reviewed by three PC members, while extended abstracts will not be reviewed. 2022. Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Yanfang Ye, Liang Zhao. Template guidelines are here:https://www.acm.org/publications/proceedings-template. By registering, you agree to receive emails from UdeM. We expect 60-70 participants. In Proceedings of the 20th International Conference on Data Mining (ICDM 2020), (acceptance rate: 9.8%), November 17-20, 2020, Virtual Event, Sorrento, Italy, 10 pages. Submission Guidelines Negar Etemadyrad, Yuyang Gao, Qingzhe Li, Xiaojie Guo, Frank Krueger, Qixiang Lin, Deqiang Qiu, and Liang Zhao. Submissions will be peer-reviewed, single-blinded, and assessed based on their novelty, technical quality, significance, clarity, and relevance regarding the workshop topics. If you are interested, please send a short email to rl4edorg@gmail.com and we can add you to the invitee list. The 11th International Conference on Learning Representations (ICLR 2023), accepted. It is one of the key bottlenecks for financial services companies to improve their operating productivity. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc. SIAM International Conference on Data Mining (SDM 2022), (Acceptance Rate: 26%), accepted. Consult the list of programs available in the next session. A tag already exists with the provided branch name. While we are planning an in-person workshop to be held at AAAI-22, we aim to accommodate attendees who may not be able to travel to Vancouver by allowing participation via live virtual invited talks and virtual poster sessions. Given the ever-increasing role of the World Wide Web as a source of information in many domains including healthcare, accessing, managing, and analyzing its content has brought new opportunities and challenges. IEEE, 2014. In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22), 2022. Yujie Fan, Yanfang (Fanny) Ye, Qian Peng, Jianfei Zhang, Yiming Zhang, Xusheng Xiao, Chuan Shi, Qi Xiong, Fudong Shao, and Liang Zhao. Cyber systems generate large volumes of data, utilizing this effectively is beyond human capabilities. Published March 4, 2023 4:51 a.m. PST. The academic session will focus on most recent research developments on GNNs in various application domains. 8 pages), short (max. It is anticipated that this will be an in-person workshop, subject to changing travel restrictions and health measures. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022), (Acceptance Rate: 15%), accepted. Integrated syntax and semantic approaches for document understanding. Finally, there is an increasing interest in AI in moving beyond traditional supervised learning approaches towards learning causal models, which can support the identification of targeted behavioral interventions. The VTU workshops accepts both short paper (4 pages) and long paper (8 pages). The workshop invites contribution to novel methods, innovations, applications, and broader implications of SSL for processing human-related data, including (but not limited to): In addition to the above, papers that consider the following are also invited: Manuscripts that fit only certain aspects of the workshop are also invited. in Proceedings of the IEEE International Conference on Data Mining (ICDM 2018), short paper (acceptance rate: 19.9%), Singapore, Dec 2018, accepted. Document structure and layout learning and recognition. Modeling Health Stage Development of Patients with Dynamic Attributed Graphs in Online Health Communities. We solicit papers describing significant and innovative research and applications to the field of job marketplaces. Why did so many AI/ML models fail during the pandemic? . Jan 13, 2022: Notification. All these changes require novel solutions, and the AI community is well-positioned to provide both theoretical- and application-based methods and frameworks. December 2020, July 21: Clarified that the workshop this year will be held, June 20: Paper notification is now extended to, Paper reviews are underway! 639-648, Nov 2015. Springer, Singapore. We will accept both original papers up to 8 pages in length (including references) as well as position papers and papers covering work in progress up to 4 pages in length (not including references).Submission will be through Easychair at the AAAI-22 Workshop AI4DO submission site, Professor Bistra Dilkina (dilkina@usc.edu), USC and Dr. Segev Wasserkrug, (segevw@il.ibm.com), IBM Research, Prof. Andrea Lodi (andrea.lodi@cornell.edu), Jacobs Technion-Cornell Institute IIT and Dr. Dharmashankar Subrmanian (dharmash@us.ibm.com), IBM Research. Please specify the length of the workshop (1-day, 1.5-day, 2-day, or half-day. Registration Opens: Feb 02 '22 02:00 PM UTC: Registration Cancellation Refund Deadline: Apr 18 '22(Anywhere on Earth) Paper Submissions Abstract Submission Deadline: Sep 29 '21 12:00 AM UTC: Paper Submission deadline: Oct 06 '21 12:00 AM . We welcome the submissions in the following two formats: The submissions should adhere to theAAAI paper guidelines. SL-VAE: Variational Autoencoder for Source Localization in Graph Information Diffusion. In recent years, we have seen examples of general approaches that learn to play these games via self-play reinforcement learning (RL), as first demonstrated in Backgammon. The availability of massive amounts of data, coupled with high-performance cloud computing platforms, has driven significant progress in artificial intelligence and, in particular, machine learning and optimization. Chen Ling, Carl Yang, Liang Zhao. These datasets can be leveraged to learn individuals behavioral patterns, identify individuals at risk of making sub-optimal or harmful choices, and target them with behavioral interventions to prevent harm or improve well-being. Please note that foreign students must allow for 3 to 6 months to complete all the formalities required to study in Canada. The submission website ishttps://cmt3.research.microsoft.com/PPAI2022. Oct 14, 2021: Abstract Deadline. Submission Site:https://cmt3.research.microsoft.com/SAS2022, Abdelrahman Mohamed (Facebook, abdo@fb.com), Hung-yi Lee (NTU, hungyilee@ntu.edu.tw), Shinji Watanabe (CMU, shinjiw@ieee.org), Tara Sainath (Google, tsainath@google.com), Karen Livescu (TTIC, klivescu@ttic.edu), Shang-Wen Li (Facebook, shangwel@fb.com), Ewan Dunbar (University of Toronto, ewan.dunbar@utoronto.ca) Emmanuel Dupoux (EHESS/Facebook, dpx@fb.com), Workshop URL:https://aaai-sas-2022.github.io/. Junxiang Wang, Hongyi Li, Zheng Chai, Yongchao Wang, Yue Cheng, Liang Zhao. The current research in this area is focused on extending existing ML algorithms as well as network science measures to these complex structures. Wenbin Zhang, Liming Zhang, Dieter Pfoser, Liang Zhao. Full (8 pages) and short (4 pages, work in progress) papers, AAAI style. Attendance is open to all; at least one author of each accepted paper must be virtually present at the workshop. "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. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022), (Acceptance Rate: 15%), accepted. For previous workshops held physically, each workshop attracts around 150~300 participants. At least one author of each accepted submission must be present at the workshop. Disease Contact Network. Federated learning (FL) is one promising machine learning approach that trains a collective machine learning model using sharing data owned by various parties. Online Flu Epidemiological Deep Modeling on The 35th Conference on Neural Information Processing Systems (NeurIPS 2021), (Acceptance Rate: 26%), accepted. We received 38 paper submissions and accepted 23 of them. ACM RecSys 2022 will be held in Seattle, USA, from September 18 - 23, 2022. Neurocomputing (Impact Factor: 5.719), accepted. The industry session will emphasize practical industrial product developments using GNNs. Submissions that are already accepted or under review for another conference or already accepted for a journal are not accepted. Combating fake news is one of the burning societal crises. However, the quality of audio and video content shared online and the nature of speech and video transcripts pose many challenges to the existing natural language processing. ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Devices. Generative Deep Learning for Macromolecular Structure and Dynamics, Current Opinion in Structural Biology, (impact factor: 7.108), Section on Theory and Simulation/Computational Methods 67: 170-177, 2021 accepted. Online marketplace is a digital platform that connects buyers (demand) and sellers (supply) and provides exposure opportunities that individual participants would not otherwise have access to. Automatic fact/claim verification has recently become a topic of interest among diverse research communities. For questions on submission and the workshop, please send email through the following link: Track 1: Tony Qin (Lyft), Rui Song (NC State & Amazon), Hongtu Zhu (UNC), Michael Jordan (Berkeley), Track 2: Liangjie Hong (LinkedIn), Mohammed Korayem (CareerBuilder), Haiyan Luo (Indeed). All questions about submissions should be emailed to nurendra@vt.edu, AmazonKDDCup2022: KDD Cup 2022 Workshop: ESCI Challenge for Improving Product Search, Washington DC, DC, United States, August 17, 2022, https://easychair.org/conferences/?conf=amazonkddcup2022, https://www.acm.org/publications/proceedings-template. If the admission deadline for international applicants is past, we suggest that you choose another session to begin your studies. 41-50, New Orleans, US, Dec 2017. Oct. 24, 2021: The KDD2022 website is LIVE! Knowledge and Information Systems (KAIS), (Impact Factor: 2.531), to appear, 2022. Recently self-supervised approaches for speech/audio processing are also gaining attention. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021), (acceptance rate: 15.4%), accepted. It provides an international forum . Dialog systems and related technologies, including natural language processing, audio and speech processing, and vision information processing. Dynamic Tracking and Relative Ranking of Airport Threats from News and Social Media. While most work on XAI has focused on opaque learned models, this workshop also highlights the need for interactive AI-enabled agents to explain their decisions and models. Submissions tackling new problems or more than one of the aforementioned topics simultaneously are encouraged. Please refer and submit through theLearning Network Architecture During Trainingworkshop website, which has more detailed information.