Prefix-Tuning: Optimizing Continuous Prompts for Generation

1 January 2021

Xiang Lisa Li

Papers citing "Prefix-Tuning: Optimizing Continuous Prompts for Generation"

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Title
E.A.R.T.H.: Structuring Creative Evolution through Model Error in Generative AI Yusen Peng Shuhua Mao 0 0 0 24 Jul 2025
Decoupling Knowledge and Reasoning in LLMs: An Exploration Using Cognitive Dual-System Theory Mutian Yang Jiandong Gao Ji Wu 0 0 0 24 Jul 2025
IntentVCNet: Bridging Spatio-Temporal Gaps for Intention-Oriented Controllable Video Captioning Tianheng Qiu Jingchun Gao Jingyu Li Huiyi Leong Xuan Huang Xi Wang Xiaocheng Zhang K. Xu Lan Zhang 0 0 0 24 Jul 2025
LW2G: Learning Whether to Grow for Prompt-based Continual Learning Qian Feng Dawei Zhou Hanbin Zhao Chao Zhang Jiahua Dong Dengxin Dai Hui Qian VLM CLL 93 5 0 01 Jul 2025
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Qi Qin ... Bin Fu Xiaokang Yang Guangtao Zhai Ming-Hsuan Yang Xiaohong Liu VLM 190 86 0 01 Jul 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps Jiashun Cheng Aochuan Chen Nuo Chen Ziqi Gao Yuhan Li Jia Li Fugee Tsung 29 0 0 20 Jun 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree Chenyi Zhou Zhengyan Shi Yuan Yao Lei Liang H. Chen Qiang Zhang 32 0 0 19 Jun 2025
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs Xun Wang Jing Xu Franziska Boenisch Michael Backes Christopher A. Choquette-Choo Adam Dziedzic AAML 46 0 0 19 Jun 2025
SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes Jinglong Luo Zhuo Zhang Yehong Zhang Shiyu Liu Ye Dong Xun Zhou Hui Wang Yue Yu Zenglin Xu 24 0 0 18 Jun 2025
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification Junhao Wu Aboagye-Ntow Stephen Chuyuan Wang Gang Chen Xin Huang 35 0 0 18 Jun 2025
Versatile Symbolic Music-for-Music Modeling via Function Alignment Junyan Jiang Daniel Y. Chin Liwei Lin Xuanjie Liu Gus Xia 39 0 0 18 Jun 2025
Improving LoRA with Variational Learning Bai Cong Nico Daheim Yuesong Shen Rio Yokota Mohammad Emtiyaz Khan Thomas Möllenhoff 39 0 0 17 Jun 2025
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers Daniel D'souza Julia Kreutzer Adrien Morisot Ahmet Üstün Sara Hooker 29 0 0 17 Jun 2025
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification Shuo Yang Bardh Prenkaj Gjergji Kasneci 44 0 0 17 Jun 2025
Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models Chenchen Yuan Zheyu Zhang Shuo Yang Bardh Prenkaj Gjergji Kasneci 52 0 0 17 Jun 2025
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors Hengyuan Zhang Xinrong Chen Yingmin Qiu Xiao Liang Ziyue Li ... Weiping Li Tong Mo Wenyue Li Hayden Kwok-Hay So Ngai Wong MoE ALM 46 0 0 17 Jun 2025
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning Ganyu Wang Jinjie Fang Maxwell J. Ying Bin Gu Xi Chen Boyu Wang Charles Ling FedML 36 0 0 17 Jun 2025
Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings Ignacio Sastre Aiala Rosá 22 0 0 17 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Yibo Yang Sihao Liu Chuan Rao Bang An Tiancheng Shen Philip Torr Ming-Hsuan Yang Bernard Ghanem 41 0 0 16 Jun 2025
Prefix-Tuning+: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention Haonan Wang Brian K Chen Siquan Li Xinhe Liang Hwee Kuan Lee Kenji Kawaguchi Tianyang Hu 37 0 0 16 Jun 2025
NAP-Tuning: Neural Augmented Prompt Tuning for Adversarially Robust Vision-Language Models Jiaming Zhang Xin Wang Xingjun Ma Lingyu Qiu Yu Jiang Jitao Sang AAML VLM 48 0 0 15 Jun 2025
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning Huaijie Wang De Cheng Lingfeng He Yan Li Jie Li Nannan Wang X. Gao CLL 44 0 0 14 Jun 2025
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation Yicheng Xiao Lin Song Rui Yang Cheng Cheng Yixiao Ge Xiu Li Y. Shan OffRL 34 0 0 13 Jun 2025
Personalized LLM Decoding via Contrasting Personal Preference Hyungjune Bu Chanjoo Jung Minjae Kang Jaehyung Kim 39 0 0 13 Jun 2025
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks Kaiyuan Zhang Siyuan Cheng Hanxi Guo Yuetian Chen Zian Su ... Yuntao Du Charles Fleming Ashish Kundu Xiangyu Zhang Ninghui Li AAML 162 0 0 12 Jun 2025
Revolutionizing Clinical Trials: A Manifesto for AI-Driven Transformation M. Schaar Richard W. Peck E. McKinney Jim Weatherall Stuart Bailey ... Rafik Salama Christina Gunther Francesca Frau Antoine Pugeat Ramon Hernandez MedIm 75 6 0 10 Jun 2025
Beyond the Sentence: A Survey on Context-Aware Machine Translation with Large Language Models Ramakrishna Appicharla Baban Gain Santanu Pal Asif Ekbal LRM 33 0 0 09 Jun 2025
LoRMA: Low-Rank Multiplicative Adaptation for LLMs Harsh Bihany Shubham Patel Ashutosh Modi 28 0 0 09 Jun 2025
Exploring Visual Prompting: Robustness Inheritance and Beyond Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang Keke Tang VPVLM VLM 29 0 0 07 Jun 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models Naibin Gu Peng Fu Xiyu Liu Ke Ma Zheng Lin Weiping Wang 40 0 0 07 Jun 2025
Learning Distribution-Wise Control in Representation Space for Language Models Chunyuan Deng Ruidi Chang Hanjie Chen 28 0 0 07 Jun 2025
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models Jie Cao Tianwei Lin Hongyang He Rolan Yan Wenqiao Zhang Juncheng Billy Li D. Zhang Siliang Tang Yueting Zhuang MoE 71 0 0 06 Jun 2025
A Systematic Review of Poisoning Attacks Against Large Language Models Neil Fendley Edward W. Staley Joshua Carney William Redman Marie Chau Nathan G. Drenkow AAML PILM 32 0 0 06 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 54 0 0 06 Jun 2025
Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation Zhan Zhuang Xiequn Wang Wei Li Yulong Zhang Qiushi Huang ... Yanbin Wei Yuhe Nie Kede Ma Yu Zhang Ying Wei 66 0 0 06 Jun 2025
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts Zhong Ji Rongshuai Wei Jingren Liu Yanwei Pang Jungong Han 103 0 0 05 Jun 2025
Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction Zesheng Ye C. Cai Ruijiang Dong Jianzhong Qi Lei Feng Pin-Yu Chen Feng Liu 250 0 0 05 Jun 2025
Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching J. Zhang Bei Li Jun Bai Rumei Li Yanmeng Wang Chenghua Lin Wenge Rong 110 0 0 05 Jun 2025
Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs Ananth Muppidi Abhilash Nandy Sambaran Bandyopadhyay 42 0 0 05 Jun 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning Hasin Us Sami Swapneel Sen Amit K. Roy-Chowdhury S. Krishnamurthy Başak Güler FedML SILM 72 0 0 04 Jun 2025
Backbone Augmented Training for Adaptations Jae Wan Park Junhyeok Kim Youngjun Jun Hyunah Ko Seong Jae Hwang 45 0 0 04 Jun 2025
GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation Sohyun Lee Yeho Kwon Lukas Hoyer Suha Kwak 87 0 0 03 Jun 2025
Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations Jinyuan Luo Zhen Fang Yixuan Li Seongheon Park Ling Chen AAML HILM 71 0 0 03 Jun 2025
Adaptive Task Vectors for Large Language Models Joonseong Kang Soojeong Lee Subeen Park Sumin Park Taero Kim Jihee Kim Ryunyi Lee Kyungwoo Song 42 0 0 03 Jun 2025
PoLAR: Polar-Decomposed Low-Rank Adapter Representation Kai Lion Liang Zhang Bingcong Li Niao He 64 0 0 03 Jun 2025
Schema as Parameterized Tools for Universal Information Extraction Sheng Liang Yongyue Zhang Yaxiong Wu Ruiming Tang Yong Liu 67 0 0 02 Jun 2025
Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Zehao Wu Yanjie Zhao Haoyu Wang 82 0 0 02 Jun 2025
MLorc: Momentum Low-rank Compression for Large Language Model Adaptation Wei Shen Zhang Yaxiang Minhui Huang Mengfan Xu Jiawei Zhang Cong Shen AI4CE 82 0 0 02 Jun 2025
LASPA: Language Agnostic Speaker Disentanglement with Prefix-Tuned Cross-Attention Aditya Srinivas Menon Raj Prakash Gohil Kumud Tripathi Pankaj Wasnik 40 0 0 02 Jun 2025
PFMBench: Protein Foundation Model Benchmark Zhangyang Gao Hao Wang Cheng Tan Chenrui Xu Mengdi Liu Bozhen Hu Linlin Chao Xiaoming Zhang Stan Z. Li 29 0 0 01 Jun 2025