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Author

Jixiang Luo

2 papers indexed here

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Review Oct 2026

Learning to Remember: Advances in Memory Mechanisms for Large Language Models

Memory has become a central mechanism for extending large language models (LLMs) beyond fixed context windows, stateless interaction, and static parametric knowledge. This survey organizes the literature around three complementary dimensions: the life cycle of memory, the storage substrate, and the system role that mem...

Chen Han, Hong-Chew Yu, Meng-Yue Wu et al. · 0 citations
Jul 2026

Generative Transmission: Rethinking Computation, Bandwidth, and Memory in Communication

Experimental results show that GenTrans supports effective video transmission under ultra-low-bitrate and weak-network conditions, achieving improved transmission efficiency, decoding efficiency, and robustness while preserving perceptual quality.

Xiangyu Chen, Ji-Xiang Luo, Yuan-Kai Fan et al. · 2 citations

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