Full Papers
Original research contributions with substantial technical depth and experimental validation.
Machine Learning/CORE Unranked
CoLoRAI 2026
ICML'26 workshop on CoLoRAI - The 2nd Workshop on Connecting Low-rank Representations in AI
CoLoRAI 2026 is a workshop affiliated with ICML 2026 focused on connecting low-rank representations in artificial intelligence, aiming to bring together researchers to explore theoretical foundations and practical applications of low-rank methods in machine learning and AI systems.
Key deadlines
Verified September 9, 2026Full paper
May 11, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
May 11, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short Papers
Concise presentations of promising ideas, preliminary results, or novel applications with limited experiments.
Work-in-Progress
Early-stage research or open problems seeking feedback from the community.
Research areas in scope
01
Low-Rank Representations
Tensor decompositionsMatrix factorizationsLow-rank neural networksEfficient training with low-rank constraintsLow-rank optimization methodsStructured low-rank approximations
02
Applications
Computer visionNatural language processingReinforcement learningScientific machine learningRecommendation systemsMultimodal learning
03
Theory and Algorithms
Convergence guaranteesGeneralization bounds for low-rank modelsIdentifiability and uniquenessScalable algorithmsNon-convex optimizationRegularization and sparsity
Policies worth checking twice
- Submissions must be anonymized for double-blind review.
- Papers must not exceed 8 pages (excluding references) for full papers and 4 pages for short papers.
- Dual submission to other conferences or journals is not permitted during the review period.
- Author lists and affiliations cannot be changed after the submission deadline.
- All submissions must include a statement on the use of AI-assisted tools in the preparation of the paper.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026