UniResearch Community | Jie Sun | Activity https://community.uniresearch.ai/members/jiesun/activity/ Activity feed for Jie Sun. Fri, 11 Sep 2026 11:08:05 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 ae77c1ea4657b65e06057b6783f91e69 Jie Sun posted a new activity comment https://community.uniresearch.ai/news-feed/p/1015/#acomment-1029 Wed, 09 Sep 2026 12:27:45 +0800 Consider whether your community values conference proceedings as formal publications.

In reply to - Raymond posted an update

Question

Many research outputs can fit either conference or journal venues. Beyond publication speed, what factors guide your choice between these two submission routes for a given piece of work?

]]> 0d1a5fa19a6e1ff5b8b0e0f9afd92903 Jie Sun posted a new activity comment https://community.uniresearch.ai/news-feed/p/500/#acomment-510 Fri, 21 Aug 2026 09:04:05 +0800 Regular data augmentation tailored to your research field also works wonders. It expands dataset diversity without collecting new real data.

In reply to - Christopher Hernandez posted an update Overfitting is a common headache for novice researchers, especially when experimental data is limited. Complex models easily memorize noise instead of capturing valid […] ]]>