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. The workshop emphasizes tensor decompositions, efficient representations, and their impact on scalability and interpretability in 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
Research Topics
Low-rank tensor decompositionsEfficient neural network representationsTensor-based dimensionality reductionScalable algorithms for large-scale AIInterpretability via low-rank structuresApplications in computer vision and NLPTheoretical guarantees for low-rank modelsOptimization methods for tensor learningHardware-aware low-rank computationNeural architecture search with low-rank constraints
Policies worth checking twice
- Submissions must be anonymized for double-blind review.
- Papers must not exceed 8 pages for full papers and 4 pages for short papers, excluding references.
- Dual submission to other conferences or journals is not permitted during review.
- 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