2025 Q1 Summary

Sat, 03 May 2025 10:56:16 +0800

New Insights:

Connect knowledge into a network rather than isolated nodes; forming a graph structure allows you to gain new insights from each of your own insights.
Use tools appropriately, don’t blindly pursue programmability and reusability. This is a habit developed as a software engineer, but when solving problems, tailor the approach to the specific issue.

Previous Phase

Below is a summary of Q1 activities from the perspectives of work, learning, and research.

I originally planned to publish a conference paper in Q1 and follow up on some of the latest research progress, but I found that this task was not actually completed. I believe this was due to preparing the SWR paper. I supplemented a large number of experiments on SWR and rewrote much of the code that I previously considered unreliable. Submitted the SWR paper.
I refactored part of the meter-viewer content; preparing to reintroduce new methods for building more suitable datasets.
I reimplemented SWR based on Lightning.
Considered domain adaptation models for meter recognition problems.
Explored some active learning algorithms.

Further design and foundational thinking on meterhub.
- Spent most of January improving meterhub.
- Feedback features.
- Login with email.
Released django-login-mail v0.6.1.
Started a new project: githubManager.
Upgraded the Hugo theme and update process for HIGH, using the stack theme and corresponding GitHub CI.

Experimented with OpenAI’s SDK and simple calls to LlamaIndex.
Revisited MAE.
Read CLIP code.
OpenManus and Docker.
ComfyUI testing.
MCP server.
CUDA-related problems…
Using OpenRouter.
Sharpened basic programming skills.
- Rethinking about functional programming.
- Where to Put Your Data Folder.md
- Using PDM: https://svtter.cn/p/dynamic-version-in-pdm.md/
Operations and maintenance.
- SSL certificates: https://svtter.cn/p/certbot-self-signed.md/

Focus on writing the overall framework for the paper.
- Since I’m not someone who can sit still for long periods, I need to pay extra attention to staying focused.
Attempt to publish a conference paper; the level is not important.
Refine the outline of the graduation thesis and write the details.
Write a new paper.