| 1 | Optimal Low-Rank Quantum State Tomography with Bounded-Sample Joint Measurements | Ashwin Nayak, Xingyu Zhou | quant-ph | 2026-09-09 |
| 2 | Low-Rank Prompt Learning for Vision-Language Models with Fixed-Token Bases | Tanvir Muntakim Tonoy, Sajjad Ghiasvand, Mahnoosh Alizadeh +1 | cs.CV | 2026-09-08 |
| 3 | A Block Tensor Train Burer-Monteiro Framework for Low-Rank Quantum State Tomography | Shakir Showkat Sofi, Charlotte Vermeylen, Fatemeh Mohammadi +1 | quant-ph | 2026-09-08 |
| #4 | Tensor Network Moral Graph Recovery of Discrete Probability Distributions | Á. Troyano Olivas, Chi-Hang Fred Fung, Hans H. Brunner +2 | stat.ML | 2026-09-08 |
| #5 | Interpretable Hyperspectral Unmixing Framework with Fixed Endmember Prior and Structured Residual Refinement | Ziyi Guan, Jianping Zhang, Qian Liu | cs.CV | 2026-09-08 |
| #6 | AXS-Net: Interpretable Deep Unfolding for Hyperspectral Image Denoising via Spectral Basis Unmixing and Structured Noise Refinement | Ziyi Guan, Jianping Zhang, Zheng Yang | cs.CV | 2026-09-08 |
| #7 | SequenceO1: End-to-End Ultra-Long (100K) Sequence Modeling in Recommendation with Low-Rank Caching | Lin Guan, Jia-Qi Yang, Zhishan Zhao +15 | cs.IR | 2026-09-08 |
| #8 | Geometry-Aware Bayesian Parameter-Efficient Fine-Tuning on the Stiefel Manifold via Stein Variational Gradient Descent | Quang-Duy Tran, Trung Le, Bao Duong +2 | cs.LG | 2026-09-08 |
| #9 | Bridging the Semantic-Utility Gap in Multimodal RAG via Generator-in-the-Loop Alignment | Zhan-Lun Chang, Dong-Jun Han, Seyyedali Hosseinalipour +2 | cs.AI | 2026-09-08 |
| #10 | Hyperspectral Anomaly Detection via Group Sparse Low-Rank Tensor Factorization With Automatic Anomaly Grouping | Quan Yu, Yu-Hong Dai, Xiongjun Zhang | cs.CV | 2026-09-08 |
| #11 | Nyström Attention Matches Full Attention for Cross-Sectional Stock Prediction | Kunhan Guo | cs.LG | 2026-09-08 |
| #12 | EigenLI: Spectral Approximations to Late Interaction | Archish S, Sabyasachi Basu, Ankit Garg +2 | cs.IR | 2026-09-07 |
| #13 | Continual Learning Mechanisms Compose for Long-Horizon Memorization | Zheyuan Zhang, Alvin Zhang, Daniel Khashabi +1 | cs.LG | 2026-09-07 |
| #14 | Event Interaction in Low-Rank Bottlenecks for Temporal Relation Extraction | Wei Sun, Tingyu Qu, Jesse Davis +1 | cs.CL | 2026-09-06 |
| #15 | RoLA: Rotary-Positioned Low-Rank Linear Attention for Efficient Diffusion Transformers | Zekun Zhang, Yixiang Cai, Yuxi Liu +9 | cs.CV | 2026-09-06 |
| #16 | Linear Algebra Foundations of Efficient Attention: A Phase Reversal in Rank Collapse Under SVD Compression | Anjaneya Teja Sarma Kalvakolanu | cs.LG | 2026-09-06 |
| #17 | A Generalizable Feature Extractor for Alzheimer's-Related Brain MRI Tasks | Reza Rajabli, D. Louis Collins | cs.CV | 2026-09-04 |
| #18 | MEOX: Compact Multimodal Mixture-of-Experts for Earth Observation | Mohanad Albughdadi | cs.CV | 2026-09-04 |
| #19 | Learning Spatial-Spectral Refinement and Calibrating Complementary Observations for Hyperspectral Image Super-Resolution | Liqian Yang, Xingchi Chen, Xinfeng Gui +2 | cs.CV | 2026-09-04 |
| #20 | PRICE: A Systematic Study of LLM Adaptation Choices for Bitcoin Price Forecasting | Maryam Fakhari, Mehran Safayani | cs.LG | 2026-09-04 |
| #21 | RefDiT: Local Attribute Guidance in Reference-Based Image Generation | Rameshwar Mishra, Srikrishna Karanam, A V Subramanyam | cs.CV | 2026-09-04 |
| #22 | Aplaud: Adaptive Personalized Low-Rank Decomposition for User-Specific LLM | Xinyu Li, Ruoming Jin, Jianfeng Zhu +2 | cs.AI | 2026-09-04 |
| #23 | PLUME: Parameter-Efficient Personalization of Large Language Models via Low-Rank User Modulation in Shared Subspaces | Xinyu Li, Hao Zhou, Jianfeng Zhu +4 | cs.AI | 2026-09-04 |
| #24 | Predicting Spatiotemporal Mobile Sensing-Based PM2.5 Concentrations Using Low-Rank Adapted Spatially Attentive Graph Neural Network | Om Chiddarwar, Priyanka Mandal, Praveen Kumar Chandaliya +1 | cs.AI | 2026-09-04 |
| #25 | Interpretability for Turing Machines | Billy Snikkers, Rumi Salazar, Daniel Murfet +1 | cs.LG | 2026-09-04 |
| #26 | Importance-Aware Low-Rank Distillation of Diffusion Transformers | Denis Zavadski, Sebastian Heid, Damjan Kalšan +2 | cs.CV | 2026-09-04 |
| #27 | Grassmann--Plücker Parametrization of Convolutional Filter Subspaces: Regularity and Closed Embeddings | Hongyu Yuan, Huaiqing Zuo | math.AG | 2026-09-03 |
| #28 | Routing Is Not Enough: Diagnosing Intra-Adapter Subspace Contention in MoE+LoRA Fine-Tuning | Mehreen Hossain Chowdhury, Nowshin Mahjabin, Ahmed Shafin Ruhan +3 | cs.LG | 2026-09-02 |
| #29 | LoRA-TSD: Tangent-Space Spectral Descent for LoRA via Muon-Style Updates | Dmitrii Andriianov, Andrey Veprikov, Aleksandr Beznosikov | cs.LG | 2026-09-02 |
| #30 | TaRA: Training-Aware Low-Rank Adaptation Initialization | Taehyeon Kim, Eunhyeok Park | cs.CL | 2026-09-02 |
| #31 | Scalable Kronecker-Fisher Approximation: Efficient Hessian Analysis for Billion-Parameter Language Models Compression | Viacheslav Yusupov, Daria Cherniuk, Evgeny Frolov | cs.LG | 2026-09-02 |
| #32 | Federated LoRA Adaptation of BiomedCLIP Across Four International Chest X-Ray Cohorts | Sanjaya Poudel, Nirajan Kunwor, Manish Dhakal +2 | cs.LG | 2026-09-02 |
| #33 | Train What You Deploy: Closing the MLP Reachability Gap in Low-Rank Clone Distillation | Wenhui Chen, Zhifeng Li, Jie Zhou +5 | cs.LG | 2026-09-02 |
| #34 | When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-Tuning | Yitong Guo, Xiaoyi Chen, Siyuan Zhang +2 | cs.CR | 2026-09-01 |
| #35 | Gaussian Core LoRA: Distribution-Aware Dynamic Adaptation for Broad Concept Erasure | Qinghui Gong, Xunlei Chen, Yu-Xuan Zhang +2 | cs.CV | 2026-09-01 |
| #36 | Behaviorally Effective LoRA Writes Are Sparse and Structured | Haruto Sato, Yuki Tanaka, Ren Nakamura +2 | cs.CL | 2026-09-01 |
| #37 | PopPert: Population-level Joint-Distribution Modeling for Single-Cell Perturbation Prediction | Handong Wang, Jiaxin Qi, Haochen Feng +1 | q-bio.GN | 2026-09-01 |
| #38 | Overfitting Mitigation via Singular Value Decomposition in Minimum Bayes Risk Decoding | Riza Setiawan Soetedjo, Yusuke Sakai, Hidetaka Kamigaito +2 | cs.CL | 2026-09-01 |
| #39 | Hints Help But Do They Teach? Evaluating Skills Transfer in Code Generation | Will Badr | cs.SE | 2026-09-01 |
| #40 | Low-Quality Face Recognition using Center Aligned Representations and Local Margin Constraints | Vedat Can Dilaver, Benjamin S. Riggan | cs.CV | 2026-09-01 |
| #41 | Frozen Cores Need Task Signal: Fisher-Whitened Cross-Covariance for Low-Resource LLM Adaptation | Wentao Ye, Zhanming Shen, Zhiqing Xiao +3 | cs.LG | 2026-09-01 |
| #42 | HarmoCore: Functional Latent Diffusion for Sparse Reconstruction of Oscillatory Wave Fields | Lihao Chen, Xinyu Zhang, Panqi Chen +4 | cs.LG | 2026-09-01 |
| #43 | Breaking the Structural Identity: Personalized Federated LoRA Fine-tuning under Rank Heterogeneity | Lei Wang, Jieming Bian, Letian Zhang +1 | cs.LG | 2026-09-01 |
| #44 | CRAFT: Fine-Tuning Pre-hoc Explainability in AI-native 6G RAN | Pranshav Gajjar, Vijay K Shah | cs.LG | 2026-09-01 |
| #45 | Aligned but Flattened: Analyzing the Trade-off between Cultural Alignment and Diversity in LLMs | Jingshen Zhang, Shaoyang Xu, Wenxuan Zhang | cs.SI | 2026-09-01 |
| #46 | SAM3-LoRA: Parameter-Efficient Adaptation of a Concept-Promptable Foundation Model for Multi-Class Structural Defect Segmentation | P. Malaisree, S. Youwai, S. Janrungautai +3 | cs.CV | 2026-08-31 |
| #47 | Workload Identification with Physical Side Channels for AI Governance | Simone Gargiulo, Gabriel Kulp | cs.CR | 2026-08-31 |
| #48 | Lightweight Adaptation of EEG Foundation Models for Stroke Motor Imagery Decoding: Domain Shift and Subject-Level Robustness | Anh T. Nguyen, Zihua Sun, Michelle J. Johnson | cs.CE | 2026-08-31 |
| #49 | Normalized Low-Rank Adaptation | Jiale Kang, Ziyin Yue, Zheng Zhan +2 | cs.LG | 2026-08-31 |
| #50 | SMG: Semantic Motion Graph for Monocular Dynamic Gaussian Splatting | Haozheng Yu, Xinyu Yang, Rundong Luo +2 | cs.CV | 2026-08-31 |