Saved in:
| Main Authors: | Li, Zelin, Ding, Caiwen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2605.28760 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-Tuning
by: Seung, Hyunseok, et al.
Published: (2025)
by: Seung, Hyunseok, et al.
Published: (2025)
Zeroth-Order Fine-Tuning of LLMs in Random Subspaces
by: Yu, Ziming, et al.
Published: (2024)
by: Yu, Ziming, et al.
Published: (2024)
Learning a Zeroth-Order Optimizer for Fine-Tuning LLMs
by: Zhang, Kairun, et al.
Published: (2025)
by: Zhang, Kairun, et al.
Published: (2025)
Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models
by: Wang, Fei, et al.
Published: (2024)
by: Wang, Fei, et al.
Published: (2024)
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
by: Zhang, Yihua, et al.
Published: (2024)
by: Zhang, Yihua, et al.
Published: (2024)
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity
by: Guo, Wentao, et al.
Published: (2024)
by: Guo, Wentao, et al.
Published: (2024)
Robust and Efficient Zeroth-Order LLM Fine-Tuning via Adaptive Bayesian Subspace Optimizer
by: Feng, Jian, et al.
Published: (2026)
by: Feng, Jian, et al.
Published: (2026)
Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity
by: Ran, Yide, et al.
Published: (2025)
by: Ran, Yide, et al.
Published: (2025)
OAT-Rephrase: Optimization-Aware Training Data Rephrasing for Zeroth-Order LLM Fine-Tuning
by: Long, Jikai, et al.
Published: (2025)
by: Long, Jikai, et al.
Published: (2025)
On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization
by: Katti, Prabodh, et al.
Published: (2025)
by: Katti, Prabodh, et al.
Published: (2025)
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
by: Liu, Yong, et al.
Published: (2024)
by: Liu, Yong, et al.
Published: (2024)
Prior-Informed Zeroth-Order Optimization with Adaptive Direction Alignment for Memory-Efficient LLM Fine-Tuning
by: Jin, Feihu, et al.
Published: (2026)
by: Jin, Feihu, et al.
Published: (2026)
CurvZO: Adaptive Curvature-Guided Sparse Zeroth-Order Optimization for Efficient LLM Fine-Tuning
by: Wang, Shuo, et al.
Published: (2026)
by: Wang, Shuo, et al.
Published: (2026)
Second-Order Fine-Tuning without Pain for LLMs:A Hessian Informed Zeroth-Order Optimizer
by: Zhao, Yanjun, et al.
Published: (2024)
by: Zhao, Yanjun, et al.
Published: (2024)
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
by: Zhou, Jiajun, et al.
Published: (2025)
by: Zhou, Jiajun, et al.
Published: (2025)
Hi-ZFO: Hierarchical Zeroth- and First-Order LLM Fine-Tuning via Importance-Guided Tensor Selection
by: Jin, Feihu, et al.
Published: (2026)
by: Jin, Feihu, et al.
Published: (2026)
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
by: Gautam, Tanmay, et al.
Published: (2024)
by: Gautam, Tanmay, et al.
Published: (2024)
KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning
by: Mi, Zhendong, et al.
Published: (2025)
by: Mi, Zhendong, et al.
Published: (2025)
TeZO: Empowering the Low-Rankness on the Temporal Dimension in the Zeroth-Order Optimization for Fine-tuning LLMs
by: Sun, Yan, et al.
Published: (2025)
by: Sun, Yan, et al.
Published: (2025)
Towards Fast LLM Fine-tuning through Zeroth-Order Optimization with Projected Gradient-Aligned Perturbations
by: Mi, Zhendong, et al.
Published: (2025)
by: Mi, Zhendong, et al.
Published: (2025)
On the Convergence of Zeroth-Order Federated Tuning for Large Language Models
by: Ling, Zhenqing, et al.
Published: (2024)
by: Ling, Zhenqing, et al.
Published: (2024)
Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models
by: Li, Zeman, et al.
Published: (2024)
by: Li, Zeman, et al.
Published: (2024)
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
by: Zhang, Zhen, et al.
Published: (2025)
by: Zhang, Zhen, et al.
Published: (2025)
ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory
by: Wang, Liangyu, et al.
Published: (2025)
by: Wang, Liangyu, et al.
Published: (2025)
Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling
by: Wang, Fei, et al.
Published: (2026)
by: Wang, Fei, et al.
Published: (2026)
FZOO: Fast Zeroth-Order Optimizer for Fine-Tuning Large Language Models towards Adam-Scale Speed
by: Dang, Sizhe, et al.
Published: (2025)
by: Dang, Sizhe, et al.
Published: (2025)
Private Zeroth-Order Optimization with Public Data
by: Gong, Xuchen, et al.
Published: (2025)
by: Gong, Xuchen, et al.
Published: (2025)
AdaMeZO: Adam-style Zeroth-Order Optimizer for LLM Fine-tuning Without Maintaining the Moments
by: Cai, Zhijie, et al.
Published: (2026)
by: Cai, Zhijie, et al.
Published: (2026)
AR1-ZO: Topology-Aware Rank-1 Zeroth-Order Queries for High-Rank LoRA Fine-Tuning
by: Chen, Ziye, et al.
Published: (2026)
by: Chen, Ziye, et al.
Published: (2026)
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning
by: Yang, Yifan, et al.
Published: (2024)
by: Yang, Yifan, et al.
Published: (2024)
On Adaptivity in Zeroth-Order Optimization
by: Dbouk, Hassan, et al.
Published: (2026)
by: Dbouk, Hassan, et al.
Published: (2026)
FHE-Agent: Automating CKKS Configuration for Practical Encrypted Inference via an LLM-Guided Agentic Framework
by: Xu, Nuo, et al.
Published: (2025)
by: Xu, Nuo, et al.
Published: (2025)
Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference
by: Zhang, Qining, et al.
Published: (2024)
by: Zhang, Qining, et al.
Published: (2024)
Zeroth-Order Optimization at the Edge of Stability
by: Song, Minhak, et al.
Published: (2026)
by: Song, Minhak, et al.
Published: (2026)
The Multi-Query Paradox in Zeroth-Order Optimization
by: Lin, Wei, et al.
Published: (2025)
by: Lin, Wei, et al.
Published: (2025)
Zeroth-Order Sharpness-Aware Learning with Exponential Tilting
by: Gong, Xuchen, et al.
Published: (2025)
by: Gong, Xuchen, et al.
Published: (2025)
Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
by: Tan, Qitao, et al.
Published: (2025)
by: Tan, Qitao, et al.
Published: (2025)
Learning Dynamics of Zeroth-Order Optimization: A Kernel Perspective
by: Li, Zhe, et al.
Published: (2026)
by: Li, Zhe, et al.
Published: (2026)
Zeroth-Order Optimization Finds Flat Minima
by: Zhang, Liang, et al.
Published: (2025)
by: Zhang, Liang, et al.
Published: (2025)
Alternating Diffusion for Proximal Sampling with Zeroth Order Queries
by: Takagi, Hirohane, et al.
Published: (2026)
by: Takagi, Hirohane, et al.
Published: (2026)
Similar Items
-
Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-Tuning
by: Seung, Hyunseok, et al.
Published: (2025) -
Zeroth-Order Fine-Tuning of LLMs in Random Subspaces
by: Yu, Ziming, et al.
Published: (2024) -
Learning a Zeroth-Order Optimizer for Fine-Tuning LLMs
by: Zhang, Kairun, et al.
Published: (2025) -
Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models
by: Wang, Fei, et al.
Published: (2024) -
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
by: Zhang, Yihua, et al.
Published: (2024)