| MLorc: Momentum Low-rank Compression for Large Language Model Adaptation | Jun 2, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration | May 30, 2025 | Low-rank compression | CodeCode Available | 0 |
| Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks | May 12, 2025 | Adversarial RobustnessLow-rank compression | —Unverified | 0 |
| Cognitive Memory in Large Language Models | Apr 3, 2025 | Low-rank compressionMamba | —Unverified | 0 |
| Penrose Tiled Low-Rank Compression and Section-Wise Q&A Fine-Tuning: A General Framework for Domain-Specific Large Language Model Adaptation | Mar 28, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation | Feb 27, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Low-Rank Compression for IMC Arrays | Feb 10, 2025 | Low-rank compressionModel Compression | —Unverified | 0 |
| Theoretical Guarantees for Low-Rank Compression of Deep Neural Networks | Feb 4, 2025 | Low-rank compressionModel Compression | —Unverified | 0 |
| Adaptive Pruning of Pretrained Transformer via Differential Inclusions | Jan 6, 2025 | Low-rank compression | —Unverified | 0 |
| CALoR: Towards Comprehensive Model Inversion Defense | Oct 8, 2024 | Low-rank compressionmodel | CodeCode Available | 0 |
