ADMA2026 Call for Short Papers

The 22nd International Conference on Advanced Data Mining and Applications (ADMA2026) will be held in Hong Kong SAR, China, November 13-15, 2026. We invite submissions of short papers presenting original, novel, and ongoing research in all aspects of data mining, including innovative applications, new algorithms, software development, and system implementations, as well as interdisciplinary studies exploring the use of data mining techniques.

Short papers provide authors with the opportunity to present concise contributions. All accepted short papers will be included in the ADMA2026 conference proceedings and presented at the conference as posters.

Submission Site

https://cmt3.research.microsoft.com/ADMA2026

When creating a short paper submission, authors should select the "Short Paper" track.

Important Dates (AoE Time)

  Submission Deadline
August 7, 2026

   Notification
September 7, 2026

  Camera-Ready Submission Deadline
September 14, 2026

  Conference Dates
November 13-15, 2026

Themes and Topics

Short papers should align with the following themes:

Data Mining Theories and Technologies

  • Foundations and algorithms
  • Big data mining
  • Data stream mining
  • Graph, spatial, temporal, text, multimedia mining
  • Web and social network mining
  • Recommender systems
  • Deep learning and generative models
  • Trustworthy data mining
  • Data security and privacy
  • Parallel and distributed mining
  • Visualization and interactive mining

Data Mining Applications

  • Edge intelligence
  • Bioinformatics
  • E-commerce
  • Healthcare informatics
  • Disaster prediction & prevention
  • Financial market analysis
  • Education enhancement
  • Internet of Things
  • Smart cities
  • Cybersecurity


Submission Guidelines

Formatting Guidelines

  • Format: 6-8 pages (including references) using LNAI (Lecture Notes in Artificial Intelligence) format. Templates and formatting details are available in Springer's Author Instructions.

  • Review Process: Single-blind review (author identities known to reviewers).

  • Proceedings: Short papers will be published in the conference proceedings.

  • Papers must be original, unpublished, and in English.

  • Reduced registration fee compared to full papers.

Supplementary Materials

  • Supplementary materials, such as technical appendices, source codes, and datasets, may be submitted separately in a single file to CMT, in ZIP or PDF format within 20MB, using the "Upload Supplementary Material" button.

  • There is no page limit for your supplementary materials. The main paper, including references, acknowledgements, limitation claims, etc., should NOT exceed 8 pages in the LNAI format. Please do not attach technical appendices at the end of the main paper if this causes your file to be over the 8-page limit. Any submission violating this submission policy will be desk-rejected.

  • The deadline for submitting supplementary materials will be 3 days after the paper submission deadline.

  • Instead of using CMT, you may also choose to upload your supplementary materials to a repository (e.g., GitHub) and provide a URL in your paper. So, our reviewers can refer to the repository for your supplementary materials. This option is recommended if your files are over the 20MB size limit. Please do not edit the repository after the supplementary materials submission deadline.

CMT Acknowledgment

The Microsoft CMT service was used for managing the peer-reviewing process for this conference. This service was provided for free by Microsoft and they bore all expenses, including costs for Azure cloud services as well as for software development and support.

Contact Short Paper Track Chairs

Short Paper PC Members

We thank the following Program Committee members for their valuable contributions and thoughtful reviews.

Alex Delis, University of Athens

Chang Yang, The Hong Kong Polytechnic University

Chaoran Huang, University of New South Wales

Chengcheng Mai, Nanjing Normal University

Chengcheng Yang, East China Normal University

Dan Li, Sun Yat-Sen University

Haïfa Nakouri, ISG Tunis

Hang Yu, Shanghai University

Hao Xin, Hong Kong University of Science and Technology

Hongru Ma, Beihang University

Jie Zhao, National University of Defense Technology

Jing Zhao, State Key Laboratory of Precision Blasting, Jianghan University; School of Artificial Intelligence, Jianghan University

Junya Arai, Nippon Telegraph and Telephone Corporation

Kangzheng Liu, Huazhong University of Science and Technology

Lei Li, The Hong Kong University of Science and Technology (Guangzhou)

Li Li, Southwest University

Linjiang Guo, University of Technology Sydney

Lishan Yang, The University of Adelaide

Meghjeet Vartak, TransUnion

Mehmet Ali Kaygusuz, Middle East Technical University

Minghao Zhao, East China Normal University

Mingyue Cheng, University of Science and Technology of China

Muhammad Haris, L3S

Pengpeng Qiao, Institute of Science Tokyo

Ping Lu, Beihang University

Qiang Qu, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences

Rongjun Ye, The Hong Kong Polytechnic University

Shatrughna Upadhyay, Intuit Inc

Shuai Xu, Nanjing University of Aeronautics and Astronautics

Silvestro Roberto Poccia, University of Turin

Su Dong, Hong Kong Polytechnic University

Tanmaykumar Shah, JPMorgan Chase

Thanh Tam Nguyen, Griffith University

Tieke He, Nanjing University

Tiezheng Nie, Northeastern University

Wei Li, Harbin Engineering University

Weijian Ma, Fudan University

Weixin Zeng, National University of Defense Technology

Wenda Tang, China Telecom Cloud Computing Research Institute

Wenhao Liang, The University of Adelaide

Wenpeng Lu, Qilu University of Technology (Shandong Academy of Sciences)

Xiao Pan, Shijiazhuang Tiedao University

Xiaoxiao Chi, Macquarie University

Yanfeng Zhang, Northeastern University

Yanhao Wang, East China Normal University

Yu Yang, The Education University of Hong Kong

Yuankai Fan, Institute of Artificial Intelligence (TeleAI), China Telecom

Yuliang Ma, Northeastern University

Yunfei Zhao, Abaka AI

Yurong Cheng, Beijing Institute of Technology

Yutong Han, Dalian Minzu University

Yuxiang Zeng, Hong Kong University of Science and Technology

Yuxiao Duan, National University of Defense Technology

Zheng Liu, Nanjing University of Posts and Telecommunications

Zhixu Li, Renmin University of China