AI4Mobile: 1st IEEE International Workshop on Artificial Intelligence for Mobile Hangzhou, China, February 24, 2019 |
Conference website | https://ai4mobile.github.io/ |
Submission link | https://easychair.org/conferences/?conf=ai4mobile |
Abstract registration deadline | December 21, 2018 |
Submission deadline | December 21, 2018 |
The first IEEE International Workshop on Artificial Intelligence for Mobile (AI4Mobile’19) aims to bring together international researchers and practitioners in the field of both artificial intelligence and mobile app analysis to exchange and discuss the most recent synergistic artificial intelligence (AI) for mobile applications, systems, and security. To this end, we will welcome original articles on every aspect related to AI for mobile apps analysis. We hope that AI4Mobile could facilitate to create intelligent, high-quality, and secure mobile applications, as well as accelerate the process of intelligent mobile applications development
Workshop theme, goals, and relevance
Theme: The theme of the workshop is to leverage artificial intelligence (AI) to better understand mobile applications and draw strong connections between the two. We aim to apply AI techniques to analyze mobile applications and scale up mobile tasks with higher intelligence.
Goals: Our main goal is to shed light on the direction of applying the principles of AI to evaluate anything related to mobile end, particularly to leverage AI techniques to advance the security, efficiency, and usefulness of current mobile applications.
Relevance: This workshop is closely relevant to the scope of SANER in two folds: (1) it serves as a supplement to the main conference where researchers and practitioners on mobile app analyses can discuss the recent advanced AI techniques or the ever-emerging topics; and (2) it is dedicated to employing AI methodologies to solve critical issues in mobile apps. The massive number of mobile apps and the sophistication of AI necessitate a more secure, automated, and effective solution, which appropriately matches the theme of the SANER conference.
Submission Guidelines
Authors can submit three types of papers:
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Regular papers (up to 6 pages in length);
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Short papers, covering new ideas, visions (of the future), reflections (on the past), and tool demonstrations, up to 4 pages in length;
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Short talks / Fast abstract (within 500 words), describing results on recent advances, challenges, and opportunities, up to 2 pages in length.
Paper submission website: https://easychair.org/conferences/?conf=ai4mobile
Authors are invited to submit original articles presenting emerging results on advanced mobile app analysis. The articles must not exceed 6 pages including figures, appendices and references. Authors are also invited to submit short papers covering new ideas, visions (of the future), reflections (on the past), and tool demonstrations that must not exceed 4 pages including figures, appendices and references. Alternatively, authors interested to attend this workshop with short-talks are also invited to submit a talk abstract within 500 words, describing their results on advances in mobile app analysis. Submissions must conform to the SANER 2019 formatting and submission instructions: The submissions must come in PDF format and conform, at time of submission, to the IEEE Conference Proceedings Formatting Guidelines (title in 24pt font and full text in 10pt font, LaTEX users must use \documentclass[10pt,conference]{IEEEtran} without including the compsoc or compsocconf option). Author names and affiliations must be omitted. All accepted contributions will be published in the IEEE conference electronic proceedings. For accepted papers, authors are required to prepare their final submissions for the workshop proceedings based on the suggestions provided by reviewers. At least one author needs to present their paper during the workshop.
The review process will be double-blind. Program committee (PC) members will self-declare their expertise for each paper (passing knowledge, knowledgeable, expert). Each submission will receive at least three independent reviews. The goal of the review step is to provide constructive evaluations of the submitted papers.
List of Topics
We particularly welcome submissions providing (1) methodological and technical foundations of automated mobile app analysis using AI, (2) experimental studies and industrial applications to mobile app analyses in a perspective of AI, and (3) new research perspectives based on mobile data such as blockchain and artificial intelligence technology.
With this workshop, we seek for original and novel research papers as well as experimental studies on all theoretical and practical aspects of mobile app analysis. Areas of interest include but are not restricted to:
- AI-based Mobile App Analysis
- Security and Privacy Analysis of Mobile Apps
- Energy and Performance Analysis of Mobile Apps
- Evolution and Trend Analysis of Mobile Apps
- Variants Analysis of Mobile Apps
- Quality Analysis of Mobile Apps
- Mobile Malware Analysis
- Mobile Ads Analysis
- Mobile App Developments
- Automated Testing Technologies and Approaches
- Mining App Repositories
Committees
Program Committee
- Chunyang Chen (Monash University, Australia)
- Gang Wang (Virginia Tech, USA)
- Guozhu Meng (Chinese Academy of Sciences, China)
- Haoyu Wang (Beijing University of Posts and Telecommunications, China)
- Joshua Garcia (University of California Irvine, USA)
- Meiyappan Nagappan (University of Waterloo, Canada)
- Muhammad Ikram (Macquarie University, Australia)
- Shing-Chi Cheung (The Hong Kong University of Science and Technology, Hong Kong)
- Tegawendé F. BISSYANDE (University of Luxembourg, Luxembourg)
- Xiaojing Liao (Indiana University Bloomington, USA)
- Yang Zhang (CISPA, Germany)
- Yepang Liu (Southern University of Science and Technology, China)
- Yuan Tian (University of Virginia, USA)
Organizing committee
- Yang Liu (Nanyang Technological University, Singapore)
- Lei Ma (Harbin Institute of Technology, China)
- Li Li (Monash University, Australia)
- Minhui Xue (Macquarie University, Australia)
Contact
All questions about submissions should be emailed to Minhui Xue at minhuixue@gmail.com.