conftrace_

zeroth-order optimization

102 papers

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Also known as

ZOO ZO

Co-occurring keywords

stochastic optimization (1060) black-box optimization (183) gradient estimation (150) nonconvex optimization (316) large language model (13587) adversarial attack (1621) non-convex optimization (547) query complexity (183) variance reduction (523) convex optimization (1321)

Papers

RoZO: Geometry-Aware Zeroth-Order Fine-Tuning on Low-Rank Adapters for Black-Box Large Language Models EACL 2026
Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models EACL 2026
Crafting Adversarial Inputs for Large Vision-Language Models Using Black-Box Optimization EACL 2026
Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning AAAI 2026
More Than Memory Savings: Zeroth-Order Optimization Mitigates Forgetting in Continual Learning WACV 2026
Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026
Global Adaptive Momentum Meets Local Personalized Perturbation: Efficient Federated LLM Fine-Tuning with Zeroth-Order Gradients ACL 2026
Zeroth-Order Fine-Tuning of LLMs in Random Subspaces ICCV 2025
MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines EMNLP 2025
Joint-Perturbation Simultaneous Pseudo-Gradient IJCAI 2025
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization EMNLP 2025
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025
Sharpness-aware Zeroth-order Optimization for Graph Transformers IJCAI 2025
Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks AAAI 2025
Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology AAAI 2025
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models EMNLP 2025
Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025
Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation AAAI 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation CVPR 2025
Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions AAAI 2025
MUZO: Leveraging Multiple Queries and Momentum for Zeroth-Order Fine-Tuning of Large Language Models EMNLP 2025
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025
Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence AAAI 2025
Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models ACL 2025
Localized Zeroth-Order Prompt Optimization NIPS 2024