Academic • AtPoint's Blog

About Me#

I am a sophomore student at the School of Computer and Communication Engineering, Northeastern University (Qinhuangdao). Currently, I am working as a Research Assistant at NJU-LINK Lab, supervised by Professor Yuxiang Ren, with a research focus on Agent.

My research philosophy: Chase the trends of the times.

Currently, I am researching the deployment and optimization of Agent applications in the field of personalized memory. Prior to this, I have practical experience in projects related to NLP, Diffusion, ESN, and other areas. For detailed information, please follow my blog and GitHub.

Here is my academic CV, feel free to download it.

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Research Interests#

Personal Agent

Research the deployment and optimization of Agent applications in the field of personalized memory.

Publications#

2026

ESN Anomaly Detection

Journal Writing

XX ^*

^*Equal contribution

XX • 2026

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CODE Code

Personalized Trajectory Preference Optimization (PTPO)

Conference Writing

XX ^*

^*Equal contribution

XX • 2026

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WEBSITE Website ARXIV Arxiv CODE Code

Open-source Projects#

LongChain-chatchat

LangChain + RAG Implementation

Completed

Local knowledge base based on RAG implementation

Code

Emotional Classification

TF-IDF + Logistic Regression

Completed

Emotional classification of English film reviews

Code

Machine Translation

Transformer VS Seq2Seq

Completed

Compare the translation ability of Transformer and Seq2Seq.

Code

Style Rendering

Stable Diffusion

Completed

Pixel Style Rendering of text-to-image

ModelScope