LU Yiwen(鹿逸文)

LU Yiwen(鹿逸文)

she/her

Applicants of CS and DS

Sitemap

A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

awards

Awards

Undergraduate

  • Excellent Acadamic Scholarship Third Class (top 15% of School) (2023)
  • Student’s Innovation Training Program, Sponsored by the Ministry of Education (2023)
  • Outstanding Student Leader in Beijing Jiaotong University (2023)
  • Beijing Big Data Skills Competition Intelligent Connected Track, 4th Place (2023)
  • China Undergraduate Mathematical Contest in Modeling, Provincial 2nd Price (2023)
  • The Chinese Mathematics Competition, Provincial 2nd Price (2022)
  • Excellent Acadamic Scholarship Third Class (top 15% of School) (2022)

Senior High School

  • Chinese Girls’ Mathematical Olympiad, Bronze Price Aug (2020)

lifes

My Life

Reading

  • I enjoy reading because I love immersing myself in the worlds created by authors. This immersive experience allows me to explore complex ideas and emotions that extend beyond the confines of my own reality. Reading “1984” by George Orwell, for instance, offered me a glimpse into a dystopian society that reflects on freedom, surveillance, and individuality. Similarly, YU Hua’s “To Live” and “Brothers” transport me to different facets of Chinese culture and history, blending tragedy with humor to showcase the resilience of the human spirit.

Food Hunter

  • I’m an adventurous foodie who loves to explore different cuisines. I enjoy trying new foods and experimenting with different flavors. I’m particularly fond of spicy food and dessert, and I’m always on the lookout for the next great BBQ restaurant. I also enjoy cooking and experimenting with my new recipes. I find that cooking is a great way to relax and unwind after a long day.

Hobby

  • Improvisational singing with electronic piano
  • Fitness, especially dumbbell training
  • Tennis and badminton

portfolio

projects

Projects

Forum Database Using Spring Boot and Vue

  • Frontend: The Vue framework dynamically renders and updates HTML pages, ensuring responsive and interactive user interfaces. Its component-based development approach makes the code modular, maintainable, and improves development efficiency and readability.

  • Backend: Spring Boot is used to develop controllers, services, and data access layers for business logic and database operations. Its simple configuration and robust ecosystem streamline application development. RESTful APIs enable seamless real-time communication between the frontend and backend.

  • Database: MySQL 8.0.27 is employed as the relational database, offering stable and high-performance data storage. Using Spring Data JPA, database operations are simplified, making CRUD operations intuitive and efficient. MySQL’s advanced features, such as transaction management, index optimization, and stored procedures, further enhance system performance and data consistency. Reproduction of classic papers on Group Evolution Game Theory

  • Code

Reproduction of classic papers on Group Evolution Game Theory

  • This project is a reproduction of the classic paper “Scale-Free Networks Provide a Unifying Framework for the Emergence of Cooperation” and “Social diversity promotes the emergence of cooperation in public goods games” by F. C. Santos. We reproduce the results of the paper and also explore the influence of different parameters on the model and the impact of different initial conditions on the final results.
  • The Code is updating…

Mobility-LLM, Research Project

  • Customized Spatial-Temporal data (Check-in Sequence) for LLMs enables these models to generate predictions or insights based on patterns and trends identified in the sequence of check-ins. By feeding LLMs with such data, it becomes possible to model complex human mobility and activity patterns over time and space, allowing for enhanced applications in areas such as targeted advertising, event prediction, and personalized recommendation systems.
  • Code

Spatial-Temporal Contrastive Diffusion Model(STCDM) for Check-in Sequence Generation, Research Project

  • This model introduces a novel spatial-temporal lossless encoding method that effectively encodes spatial and temporal characteristics into a unified format. Furthermore, we utilize two disentangled diffusion modules that are conditioned on each other to capture the correlations between spatial and temporal aspects of check-in sequences, while reducing the impact of noisy interference. Finally, we incorporate contrastive learning to enhance the relationship between the two diffusion modules.

3D Object Detection based on Point Cloud, Competition Project

  • This project is based on the KITTI dataset and the competition private dataset, and the goal is to detect the 3D objects in the point cloud. The project is implemented by using the TED model. We apply sparse convolutional backbones to extract multi-channel transformed equivariant voxel features and the final result is evaluated by the mAP metric.
  • Code

A Mid-match Tennis Winner Predictor, Competition Project

  • This project is based on the Jeff dataset, and its goal is to predict the winner of the tennis match point by point and mining momentum changes. The project is implemented by using the Transformer model, and the final accuracy rate is as high as 94%.

A Hybrid Transformer Architecture for Medical Image Segmentation, Course Project

  • This is a reproduction of the paper: UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation. Integrated attention into neural networks for heart imaging segmentation. By applying self-attention modules in both the encoder and decoder, the model captures remote dependencies of different scales, enabling a more nuanced understanding of spatial relationships within cardiac images.
  • Code

Small C Experimental Language Compiler, Course Project

  • This is a small C compiler coded in Python. Including lexical analysis, syntax analysis, semantic analysis, intermediate code generation, and target assembly code generation.
  • Code

publications