Search Results for author: Yuxin Fan

Found 4 papers, 1 papers with code

Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning

no code implementations13 Jan 2025 Yuxin Fan, Yuxiang Wang, Lipeng Liu, Xirui Tang, Na Sun, Zidong Yu

In the contemporary context of rapid advancements in information technology and the exponential growth of data volume, language models are confronted with significant challenges in effectively navigating the dynamic and ever-evolving information landscape to update and adapt to novel knowledge in real time.

Incremental Learning Knowledge Distillation +2

Research on Financial Multi-Asset Portfolio Risk Prediction Model Based on Convolutional Neural Networks and Image Processing

no code implementations4 Dec 2024 Zhuohuan Hu, Fu Lei, Yuxin Fan, Zong Ke, Ge Shi, Zichao Li

In today's complex and volatile financial market environment, risk management of multi-asset portfolios faces significant challenges.

Management Time Series

A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models

1 code implementation21 Oct 2024 Yue Deng, Weiyu Ma, Yuxin Fan, Yin Zhang, Haifeng Zhang, Jian Zhao

StarCraft Multi-Agent Challenge (SMAC) is one of the most commonly used experimental environments in multi-agent reinforcement learning (MARL), where the specific task is to control a set number of allied units to defeat enemy forces.

Decision Making SMAC+ +1

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