UniResearch Community | Ling Fan | Activity

Ling Fan posted a new activity comment

Tue, 08 Sep 2026 11:10:14 +0800

Preprint servers have occasional community‑tagged reading lists, though quality varies a lot.

In reply to - Jing Yang posted an update

Resource Share

Are there well‑maintained community reading lists collecting must‑read papers for early‑stage graduate students in general‑purpose research skills? I am building […]

Ling Fan posted a new activity comment

Mon, 07 Sep 2026 01:22:11 +0800

Narrow your research scope down as early as possible.

In reply to - Xiuying Liu posted an update

Method Help

When selecting your master thesis topic, balance personal interest, project feasibility, supervisor resources and future academic or career planning. Avoid overly broad […]

Ling Fan posted a new activity comment

Mon, 24 Aug 2026 02:39:16 +0800

Sample size per task matters a lot. Very low‑volume tasks often get ignored during joint training.

In reply to - Jacob Lewis posted an update Multi‑task learning looks promising on benchmark leaderboards. But when deployed to messy real‑world datasets, sometimes single‑task fine‑tuned models beat multi‑task […]

Ling Fan posted a new activity comment

Thu, 20 Aug 2026 17:43:20 +0800

It would be better if the platform supported customized research scenario adaptation for different disciplines.

In reply to - Feng Song posted an update AI‑powered academic platforms are gradually replacing traditional manual literature sorting and data analysis methods. Many grad students now rely on intelligent tools to boost […]