v1v2 (latest)

WARP: Word-level Adversarial ReProgramming

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

1 January 2021

Papers citing "WARP: Word-level Adversarial ReProgramming"

50 / 209 papers shown

Title
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs Xun Wang Jing Xu Franziska Boenisch Michael Backes Christopher A. Choquette-Choo Adam Dziedzic AAML 122 0 0 19 Jun 2025
Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction Zesheng Ye C. Cai Ruijiang Dong Jianzhong Qi Bingquan Shen Pin-Yu Chen Feng Liu 431 1 0 05 Jun 2025
Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts C. Cai Zesheng Ye Bingquan Shen Jianzhong Qi Feng Liu VLM 204 1 0 01 Jun 2025
Model Reprogramming Demystified: A Neural Tangent Kernel Perspective Ming-Yu Chung Jiashuo Fan Hancheng Ye Qinsi Wang Wei-Chen Shen Chia-Mu Yu Pin-Yu Chen Sy-Yen Kuo 127 1 0 31 May 2025
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA Minrui Luo Fuhang Kuang Yu Wang Zirui Liu Tianxing He CLL 165 0 0 29 May 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse UpcyclingInternational Conference on Learning Representations (ICLR), 2025 R. Teo T. Nguyen MoE 241 3 0 14 Mar 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Yibin Wang Haizhou Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 437 18 0 28 Jan 2025
GaLore $+$ : Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection Xutao Liao Shaohui Li Yuhui Xu Zhi Li Zichen Liu You He VLM 223 7 0 31 Dec 2024
Concept Based Continuous Prompts for Interpretable Text Classification Qian Chen Dongyang Li Xiaofeng He 224 0 0 02 Dec 2024
Bayesian-guided Label Mapping for Visual ReprogrammingNeural Information Processing Systems (NeurIPS), 2024 C. Cai Zesheng Ye Bingquan Shen Jianzhong Qi Feng Liu 275 8 0 31 Oct 2024
Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models Yue Li Zhixue Zhao Carolina Scarton 200 1 0 24 Oct 2024
Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models Fei Wang Li Shen Liang Ding Chao Xue Ye Liu Changxing Ding 185 4 0 13 Oct 2024
Targeted Vaccine: Safety Alignment for Large Language Models against Harmful Fine-Tuning via Layer-wise PerturbationIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Guozhi Liu Weiwei Lin Tiansheng Huang Ruichao Mo Qi Mu Li Shen AAML 246 27 0 13 Oct 2024
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine ProjectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Andy D. Pimentel Anuj Pathania 205 2 0 09 Oct 2024
A Survey: Collaborative Hardware and Software Design in the Era of Large Language ModelsIEEE Circuits and Systems Magazine (IEEE CSM), 2024 Cong Guo Feng Cheng Zhixu Du James Kiessling Jonathan Ku ... Qilin Zheng Guanglei Zhou Hai Li-Wei Li Yiran Chen 137 14 0 08 Oct 2024
Manual Verbalizer Enrichment for Few-Shot Text Classification Quang Anh Nguyen Nadi Tomeh M. Lebbah Thierry Charnois Hanene Azzag Santiago Cordoba Muñoz VLM 188 0 0 08 Oct 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific TopicsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zhiwen You Kanyao Han Haotian Zhu Bertram Ludäscher Jana Diesner 94 2 0 02 Oct 2024
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models Yupeng Chang Yi-Ju Chang Yuan Wu ALM AI4CE 449 1 0 08 Aug 2024
CoAPT: Context Attribute words for Prompt Tuning Gun Lee Subin An Sungyong Baik Soochahn Lee VPVLM VLM 187 2 0 18 Jul 2024
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications Ajay Jaiswal Yifan Wang Zhenyu Zhang Shiwei Liu Runjin Chen Jiawei Zhao A. Grama Yuandong Tian Zinan Lin 202 16 0 15 Jul 2024
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization Yuyan Chen Zhihao Wen Ge Fan Zhengyu Chen Wei Wu Dayiheng Liu Zhixu Li Bang Liu Yanghua Xiao 185 28 0 04 Jul 2024
llmNER: (Zero\|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models F. Villena Luis Miranda Claudio Aracena 185 5 0 06 Jun 2024
Sample-specific Masks for Visual Reprogramming-based Prompting C. Cai Zesheng Ye Bingquan Shen Jianzhong Qi Feng Liu 232 12 0 05 Jun 2024
Outlier-weighed Layerwise Sampling for LLM Fine-tuning Pengxiang Li L. Yin Xiaowei Gao Shiwei Liu 228 10 0 28 May 2024
Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation Shen Yuan Haotian Liu Hongteng Xu 166 9 0 24 May 2024
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation Abhinav C. P. Jain Swarat Chaudhuri Thomas W. Reps Christopher M. Jermaine 133 7 0 24 May 2024
Spectral Adapter: Fine-Tuning in Spectral Space Fangzhao Zhang Mert Pilanci 159 16 0 22 May 2024
MoVL:Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks Haijiang Tian Jingkun Yue Xiaohong Liu Guoxing Yang Zeyu Jiang Guangyu Wang VLM MedIm 166 1 0 13 May 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 238 10 0 14 Apr 2024
Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation R. Ajwani Zining Zhu Jonathan Rose Frank Rudzicz 86 2 0 08 Apr 2024
FPT: Feature Prompt Tuning for Few-shot Readability AssessmentNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Ziyang Wang Sanwoo Lee Hsiu-Yuan Huang Yunfang Wu AAML VLM 176 1 0 03 Apr 2024
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Fanxu Meng Zhaohui Wang Muhan Zhang VLM 412 180 0 03 Apr 2024
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning Boyao Wang Xiang Liu Shizhe Diao Renjie Pi Jipeng Zhang Chi Han Tong Zhang 241 83 0 26 Mar 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMsIEEE International Joint Conference on Neural Network (IJCNN), 2024 Xiaobin Zhang Liangjun Zang Qianwen Liu Shuchong Wei Songlin Hu 126 3 0 22 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 183 3 0 20 Mar 2024
Enhancing Joint Motion Prediction for Individuals with Limb Loss Through Model Reprogramming Sharmita Dey Sarath Ravindran Nair 101 2 0 11 Mar 2024
Deep Prompt Multi-task Network for Abuse Language DetectionInternational Conference on Pattern Recognition (ICPR), 2024 Jian Zhu Yuping Ruan Jingfei Chang Wenhui Sun Hui Wan Jian Long Cheng Luo AAML 139 2 0 08 Mar 2024
Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition Haodong Zhao Ruifang He Mengnan Xiao Jing Xu 233 16 0 23 Feb 2024
PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning Gyeongman Kim Doohyuk Jang Eunho Yang VLM 207 19 0 20 Feb 2024
The Revolution of Multimodal Large Language Models: A Survey Davide Caffagni Federico Cocchi Luca Barsellotti Nicholas Moratelli Sara Sarto Lorenzo Baraldi Lorenzo Baraldi Marcella Cornia Rita Cucchiara LRM VLM 208 108 0 19 Feb 2024
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema Junru Lu Siyu An Min Zhang Yulan He Di Yin Xing Sun 195 5 0 19 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Qingfeng Lan Zelong Li 137 6 0 01 Feb 2024
A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a VerbalizerExpert systems with applications (ESWA), 2024 Yong Ma Senlin Luo Yu-Ming Shang Zhengjun Li Yong Liu VLM 113 4 0 10 Jan 2024
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 A. Salinas Fred Morstatter 203 77 0 08 Jan 2024
Prompt Valuation Based on Shapley Values Hanxi Liu Xiaokai Mao Haocheng Xia Jian Lou Jinfei Liu 152 9 0 24 Dec 2023
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation Brian Nlong Zhao Yuhang Xiao Lyne Tchapmi Xinyang Jiang Yifan Yang Dongsheng Li Laurent Itti Vibhav Vineet Yunhao Ge VLM 202 9 0 21 Dec 2023
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment Lingling Xu Haoran Xie S. J. Qin Xiaohui Tao F. Wang 209 239 0 19 Dec 2023
LAMM: Label Alignment for Multi-Modal Prompt LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Jingsheng Gao Jiacheng Ruan Suncheng Xiang Zefang Yu Ke Ji Mingye Xie Ting Liu Yuzhuo Fu MLLM VLM VPVLM 102 23 0 13 Dec 2023
Plum: Prompt Learning using Metaheuristic Boyao Wang Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 165 6 0 14 Nov 2023
Simple and Effective Input Reformulations for TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Brian Yu Abby Bertics Kurt Keutzer 168 0 0 12 Nov 2023