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A Multi-Style Chinese Characters Writing Intelligent Tool Based on Small-scale Training Data AAAI 2025 EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers ICML 2025 Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape ICML 2025 From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control ICML 2025 Joint Localization and Activation Editing for Low-Resource Fine-Tuning ICML 2025 Low-rank fine-tuning lies between lazy training and feature learning COLT 2025 Parameter-Efficient Fine-Tuning of State Space Models ICML 2025 Text-to-LoRA: Instant Transformer Adaption ICML 2025 Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis ICML 2025 Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models ICML 2025 Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation ECCV 2024 DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models ICML 2024 E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation ICML 2024 ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections ICML 2024 LoRA Training in the NTK Regime has No Spurious Local Minima ICML 2024 Saiyan: Design and Implementation of a Low-power Demodulator for LoRa Backscatter Systems NSDI 2022 TinySDR: Low-Power SDR Platform for Over-the-Air Programmable IoT Testbeds NSDI 2020