{"total":26,"rows":[{"id":"2410.08989","title":"Zeroth-Order Fine-Tuning of LLMs in Random Subspaces","created":"2024-10-11","cited_by_count":26,"area":null},{"id":"2506.09034","title":"FZOO: Fast Zeroth-Order Optimizer for Fine-Tuning Large Language Models towards Adam-Scale Speed","created":"2025-06-10","cited_by_count":14,"area":null},{"id":"2407.19580","title":"Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures","created":"2024-07-28","cited_by_count":12,"area":null},{"id":"2602.17155","title":"Powering Up Zeroth-Order Training via Subspace Gradient Orthogonalization","created":"2026-02-19","cited_by_count":12,"area":null},{"id":"2410.06441","title":"Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models","created":"2024-10-09","cited_by_count":11,"area":null},{"id":"2510.19975","title":"Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned Perturbations","created":"2025-10-22","cited_by_count":11,"area":null},{"id":"2410.09823","title":"Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models","created":"2024-10-13","cited_by_count":9,"area":null},{"id":"2506.04430","title":"Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order","created":"2025-06-04","cited_by_count":9,"area":null},{"id":"2505.13430","title":"Fine-tuning Quantized Neural Networks with Zeroth-order Optimization","created":"2025-05-19","cited_by_count":6,"area":null},{"id":"2501.04287","title":"ElasticZO: A Memory-Efficient On-Device Learning with Combined Zeroth- and First-Order Optimization","created":"2025-01-08","cited_by_count":5,"area":null},{"id":"2502.03604","title":"Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training","created":"2025-02-05","cited_by_count":5,"area":null},{"id":"2501.06736","title":"ZOQO: Zero-Order Quantized Optimization","created":"2025-01-12","cited_by_count":4,"area":null},{"id":"2502.11513","title":"MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models","created":"2025-02-17","cited_by_count":4,"area":null},{"id":"2510.00419","title":"Learning a Zeroth-Order Optimizer for Fine-Tuning LLMs","created":"2025-10-01","cited_by_count":3,"area":null},{"id":"2501.19099","title":"Elucidating Subspace Perturbation in Zeroth-Order Optimization: Theory and Practice at Scale","created":"2025-01-31","cited_by_count":2,"area":null},{"id":"2510.19953","title":"On the Optimal Construction of Unbiased Gradient Estimators for Zeroth-Order Optimization","created":"2025-10-22","cited_by_count":2,"area":null},{"id":"2605.00650","title":"AdaMeZO: Adam-style Zeroth-Order Optimizer for LLM Fine-tuning Without Maintaining the Moments","created":"2026-05-01","cited_by_count":2,"area":null},{"id":"2502.11439","title":"An Efficient Sparse Fine-Tuning with Low Quantization Error via Neural Network Pruning","created":"2025-02-17","cited_by_count":1,"area":null},{"id":"2507.01900","title":"High-Layer Attention Pruning with Rescaling","created":"2025-07-02","cited_by_count":1,"area":null},{"id":"2604.16197","title":"Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation","created":"2026-04-17","cited_by_count":1,"area":null},{"id":"2609.33548","title":"TerMeZO: Ternary Sparse Zeroth-Order Optimization for Fine-tuning BitNet Models at the Edge","created":"2026-09-27","cited_by_count":1,"area":null},{"id":"2504.04238","title":"Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models","created":"2025-04-05","cited_by_count":0,"area":null},{"id":"2507.05610","title":"On the Inherent Privacy of Zeroth Order Projected Gradient Descent","created":"2025-07-08","cited_by_count":0,"area":null},{"id":"2601.04710","title":"Steering the Noise: Turning Random Perturbations into Effective Descent for Memory-Efficient LLM Fine-Tuning","created":"2026-01-08","cited_by_count":0,"area":null},{"id":"2604.09940","title":"New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework","created":"2026-04-10","cited_by_count":0,"area":null},{"id":"2608.12279","title":"Curvature-Aware Zeroth-Order Optimization for Memory-Efficient Test-Time Adaptation","created":"2026-08-12","cited_by_count":0,"area":null}],"next_cursor":null}