{"total":43,"rows":[{"id":"2407.11046","title":"A Survey on LoRA of Large Language Models","created":"2024-07-08","cited_by_count":67,"area":null},{"id":"2403.18886","title":"Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning","created":"2024-03-27","cited_by_count":53,"area":null},{"id":"2501.00365","title":"Low-Rank Adaptation for Foundation Models: A Comprehensive Review","created":"2024-12-31","cited_by_count":37,"area":null},{"id":"2405.00361","title":"AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of Low-Rank Adaptation Experts","created":"2024-05-01","cited_by_count":34,"area":null},{"id":"2406.09265","title":"Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs","created":"2024-06-13","cited_by_count":33,"area":null},{"id":"2409.16694","title":"A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms","created":"2024-09-25","cited_by_count":31,"area":null},{"id":"2411.19128","title":"Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures","created":"2024-11-28","cited_by_count":12,"area":null},{"id":"2505.23811","title":"LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions","created":"2025-05-27","cited_by_count":12,"area":null},{"id":"2407.09946","title":"Low-Rank Interconnected Adaptation across Layers","created":"2024-07-13","cited_by_count":10,"area":null},{"id":"2408.09856","title":"TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition","created":"2024-08-19","cited_by_count":10,"area":null},{"id":"2502.00089","title":"Ensembles of Low-Rank Expert Adapters","created":"2025-01-31","cited_by_count":9,"area":null},{"id":"2410.22782","title":"MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning","created":"2024-10-30","cited_by_count":7,"area":null},{"id":"2412.08587","title":"Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning","created":"2024-12-11","cited_by_count":7,"area":null},{"id":"2506.12213","title":"Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation","created":"2025-06-13","cited_by_count":7,"area":null},{"id":"2405.18897","title":"MLAE: Masked LoRA Experts for Visual Parameter-Efficient Fine-Tuning","created":"2024-05-29","cited_by_count":6,"area":null},{"id":"2505.18568","title":"Learning without Isolation: Pathway Protection for Continual Learning","created":"2025-05-24","cited_by_count":6,"area":null},{"id":"2509.15087","title":"Adaptive LoRA Experts Allocation and Selection for Federated Fine-Tuning","created":"2025-09-18","cited_by_count":6,"area":null},{"id":"2412.20004","title":"Adaptive Parameter-Efficient Federated Fine-Tuning on Heterogeneous Devices","created":"2024-12-28","cited_by_count":5,"area":null},{"id":"2505.20006","title":"Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition","created":"2025-05-26","cited_by_count":5,"area":null},{"id":"2506.05713","title":"Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation","created":"2025-06-06","cited_by_count":5,"area":null},{"id":"2506.11638","title":"LoRA-Gen: Specializing Large Language Model via Online LoRA Generation","created":"2025-06-13","cited_by_count":5,"area":null},{"id":"2506.18267","title":"ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models with Heterogeneous Adaptation Needs","created":"2025-06-23","cited_by_count":5,"area":null},{"id":"2502.07783","title":"Curvature Tuning: Provable Training-free Model Steering From a Single Parameter","created":"2025-02-11","cited_by_count":4,"area":null},{"id":"2503.23360","title":"Not All LoRA Parameters Are Essential: Insights on Inference Necessity","created":"2025-03-30","cited_by_count":4,"area":null},{"id":"2509.09097","title":"DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models","created":"2025-09-11","cited_by_count":4,"area":null},{"id":"2603.05160","title":"Lifelong Language-Conditioned Robotic Manipulation Learning","created":"2026-03-05","cited_by_count":4,"area":null},{"id":"2410.15858","title":"Towards Optimal Adapter Placement for Efficient Transfer Learning","created":"2024-10-21","cited_by_count":3,"area":null},{"id":"2603.06073","title":"Lifelong Embodied Navigation Learning","created":"2026-03-06","cited_by_count":3,"area":null},{"id":"2410.01497","title":"DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models","created":"2024-10-02","cited_by_count":2,"area":null},{"id":"2410.21705","title":"AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery","created":"2024-10-29","cited_by_count":2,"area":null},{"id":"2502.19747","title":"HaLoRA: Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture","created":"2025-02-27","cited_by_count":2,"area":null},{"id":"2512.05359","title":"Group Orthogonal Low-Rank Adaptation for RGB-T Tracking","created":"2025-12-05","cited_by_count":2,"area":null},{"id":"2512.19551","title":"Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios","created":"2025-12-22","cited_by_count":2,"area":null},{"id":"2601.22708","title":"A Unified Study of LoRA Variants: Taxonomy, Review, Codebase, and Empirical Evaluation","created":"2026-01-30","cited_by_count":2,"area":null},{"id":"2603.13282","title":"FedTreeLoRA: Reconciling Statistical and Functional Heterogeneity in Federated LoRA Fine-Tuning","created":"2026-02-27","cited_by_count":2,"area":null},{"id":"2603.14276","title":"All-day Multi-scenes Lifelong Vision-and-Language Navigation with Tucker Adaptation","created":"2026-03-15","cited_by_count":2,"area":null},{"id":"2510.17705","title":"Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models","created":"2025-10-20","cited_by_count":1,"area":null},{"id":"2601.10921","title":"RobuMTL: Enhancing Multi-Task Learning Robustness Against Weather Conditions","created":"2026-01-16","cited_by_count":1,"area":null},{"id":"2605.22205","title":"Skill Weaving: Efficient LLM Improvement via Modular Skillpacks","created":"2026-05-21","cited_by_count":1,"area":null},{"id":"2408.16264","title":"LoraMap: Harnessing the Power of LoRA Connections","created":"2024-08-29","cited_by_count":0,"area":null},{"id":"2512.08697","title":"What really matters for person re-identification? A Mixture-of-Experts Framework for Semantic Attribute Importance","created":"2025-12-09","cited_by_count":0,"area":null},{"id":"2603.00910","title":"Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization","created":"2026-03-01","cited_by_count":0,"area":null},{"id":"2605.07256","title":"TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts","created":"2026-05-08","cited_by_count":0,"area":null}],"next_cursor":null}