Structured Memory Mechanisms for Stable Context Representation in Large Language Models

Structured Memory Mechanisms for Stable Context Representation in Large Language Models

28 May 2025

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Papers citing "Structured Memory Mechanisms for Stable Context Representation in Large Language Models"

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Title
Dynamic Prompt Fusion for Multi-Task and Cross-Domain Adaptation in LLMs Xin Hu Yue Kang Guanzi Yao Tianze Kang Mengjie Wang Heyao Liu 0 0 0 09 Sep 2025
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Yuxi Wang Heyao Liu Guanzi Yao Nyutian Long Yue Kang 4 0 0 05 Sep 2025
Structure-Learnable Adapter Fine-Tuning for Parameter-Efficient Large Language Models Ming Gong Yingnan Deng Nia Qi Yujun Zou Zhihao Xue Yun Zi 0 0 0 03 Sep 2025
Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment Xiandong Meng Yan Wu Yexin Tian Xin Hu Tianze Kang Junliang Du 48 5 0 21 Jul 2025
Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies Xu Han Yumeng Sun Weiqiang Huang Hongye Zheng Junliang Du VLM 130 4 0 09 May 2025
Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Jacky He Guiran Liu Binrong Zhu Hanlu Zhang Hongye Zheng Xiaokai Wang 3DV RALM 154 5 0 28 Apr 2025
Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Hanlu Zhang Yumeng Ma Shuo Wang Guiran Liu B. Zhu 178 6 0 28 Apr 2025
A Comprehensive Survey on Long Context Language Modeling Jiaheng Liu Dawei Zhu Zhiqi Bai Yancheng He Huanxuan Liao ... Bo Zheng Wangchunshu Zhou Wenhao Huang Sujian Li Zhenru Zhang LLMAG 184 28 0 20 Mar 2025
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs Jianghao Chen Junhong Wu Yangyifan Xu J.N. Zhang 149 6 0 04 Mar 2025
LongAttn: Selecting Long-context Training Data via Token-level Attention Longyun Wu Dawei Zhu Guangxiang Zhao Zhuocheng Yu Junfeng Ran Xiangyu Wong Lin Sun Sujian Li 191 3 0 24 Feb 2025