About ITEORY
ITEORY 2026 is the 4th International Conference on Information Theory and Machine Learning, a signal processing conference. It takes place on 14 November 2026 in Melbourne, Australia. Full papers are due 26 September 2026.
4th International Conference on Information Theory and Machine Learning (ITEORY 2026)
November 14 ~ 15, 2026, Melbourne, Australia
Scope & Topics
4th International Conference on Information Theory and Machine Learning (ITEORY 2026) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of Information Theory. Authors are solicited to contribute to the conference by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the area soft Information Theory, Applications and Machine Learning.
Authors are solicited to contribute to the conference by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Computer Science, Engineering and Applications.
Topics of interest include, but are not limited to, the following
Shannon Theory and Fundamental Limits Finite Blocklength and High Dimensional Information Theory Network and Multi User Information Theory Information Geometry and Divergence Measures Advanced Coding, Coded Modulation and Neural Compression Sequence Design, Data Compression and Sampling Theory Information Theoretic Cryptography and Complexity Quantum Information Theory, Quantum Coding and Thermodynamics DNA Storage, Genomics and Biological Information Theory AI Native Waveform Design and Integrated Sensing Communication Semantic and Goal Oriented Communications Deep Learning for Communications and Wireless Embodied Intelligence Optical, Wireless, IoT and TE QKD Systems Information Theoretic Machine Learning Learning, Inference and Bayesian Information Theory Information Theory for Generative AI and Diffusion Models Multimodal Information Theory and Foundation Model Alignment Representation Learning and Information Bottleneck Information Theoretic AI Safety, Robustness and Privacy Information Theory for Large Language Models (LLMs) Information Theory for Foundation Models and Scaling Laws Information Theory for RAG and Memory Systems Information Theory for Edge Deployed LLMs Federated Learning and Federated Foundation Models Information Theory for Graph Neural Networks Information Theory for Reinforcement Learning Information Theory for Neuromorphic and Spiking AI Information Theory for Synthetic Data and Data Generation Information Theory for Digital Twins and Cyber Physical Systems Information Theory for Autonomous and Intelligent Systems Information Theory for Time Series and Dynamical Systems Paper Submission
Authors are invited to submit papers through the conference Submission System by September 26, 2026. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this conference. The proceedings of the conference will be published by Computer Science Conference Proceedings in Computer Science & Information Technology (CS & IT) series (Confirmed).
Selected papers from ITEORY 2026, after further revisions, will be published in the special issue of the following journals.
Machine Learning and Applications: An International Journal (MLAIJ) International Journal on Computational Science & Applications (IJCSA) International Journal in Foundations of Computer Science & Technology (IJFCST) International Journal of Computational Science and Information Technology (IJCSITY) International Journal on Information Theory (IJIT) Advanced Computational Intelligence: An International Journal (ACII) International Journal on Natural Language Computing (IJNLC) Information Technology in Industry (ITII) Important Dates
Submission Deadline : September 26, 2026 Authors Notification : October 17, 2026 Final Manuscript Due : October 24, 2026
Co - Located Event
4th International Conference on Computer Science, Information Technology & AI (CSITAI 2026) 4th International Conference on Information Science and Techniques (ISTECH 2026) 4th International Conference on Information Technology, Control and Automation (ITCAU 2026) 4th International Conference on Mathematics, Computer Science & Engineering (MATHCS 2026) 4th International Conference on Computational Science & Applications (COMSAP 2026) 4th International Conference on Advanced Computational Intelligence (ACINT 2026) 4th International Conference on Energy (ENERGY 2026) 4th International Conference on Operations Research and Applications (CORAJ 2026) 4th International Conference on AI & Civil Engineering (AICiViL 2026) ***** The invited talk proposals can be submitted to iteory@comsap2026.org
Important dates
- Paper submissionNext
- Author notification
- Camera-ready
- Conference begins
Topics of interest
Before you submit
- Read the full call for papers — page limits, template (IEEE, ACM, LNCS …) and whether review is double-blind.
- Deadlines are usually 23:59 Anywhere on Earth (AoE) — convert to Bangladesh time (UTC+6) and aim to submit a day early.
- At least one author normally has to register and present; budget for the fee and, for in-person events, a visa appointment well before the conference.
- Look for student travel grants and volunteer programmes — most large conferences run both, with deadlines soon after notification.