UniResearch Community | Xiulan Jiang | Activity https://community.uniresearch.ai/members/xiulanjiang/activity/ Activity feed for Xiulan Jiang. Wed, 28 Oct 2026 13:42:22 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 e20c156d4e6b0b171b3956936b80747c Xiulan Jiang posted an update: Collaboration New students or technicians join mid‑project […] https://community.uniresearch.ai/news-feed/p/2404/ Wed, 28 Oct 2026 09:44:32 +0800 Collaboration

New students or technicians join mid‑project and miss critical context. A checklist helps them catch up without overburdening senior team members. What must it cover?

]]> 3 e784a7710535a46ce6cb9d23a223cdf5 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/2287/#acomment-2296 Sat, 24 Oct 2026 11:07:57 +0800 Unpublished internal reports should only support minor contextual points.

In reply to - Charles Martinez posted an update

Paper Discussion

Sometimes you have internal lab reports, internal validation runs or whitepapers that are not public preprints. Are these appropriate citations in […]

]]> 7ec60688f828e023fa34fc35fcd45344 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/1763/#acomment-1773 Wed, 07 Oct 2026 11:10:41 +0800 Run identical control experiments on alternative hardware if lab resources permit.

In reply to - Patrick Hall posted an update

Method Help

Hardware‑related random glitches can produce noisy, unrepeatable experimental outputs. It is often hard to separate true signal from device‑caused noise. What […]

]]> 8bc8089775baf74760dd37ba5a114e56 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/1661/#acomment-1681 Sun, 27 Sep 2026 01:13:38 +0800 Training authors to properly organise statistical outputs would itself impose learning cost.

In reply to - Min Lu posted an update

Paper Discussion

Some people argue journals should mandate raw statistical output files for every empirical submission. This would improve reproducibility, but also adds heavy […]

]]> 8580debe2df79da08c9e91a9c270f321 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/1502/#acomment-1512 Wed, 23 Sep 2026 08:27:22 +0800 Evaluate whether communication is productive and mutually respectful.

In reply to - Ming Hu posted an update

Collaboration

Not every collaboration turns out productive. Some partnerships stall, while others thrive. Deciding whether to continue or wind down a research collaboration requires […]

]]> 096f7ce649c56a83cc01f6ba9a5651a4 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/1407/#acomment-1421 Sun, 20 Sep 2026 07:08:03 +0800 A short position piece forces clarity on goals and methods before heavy work begins.

In reply to - Jose Turner posted an update

Research Idea

Before committing to a large research project, writing a brief position paper can clarify your thinking. It forces you to articulate the problem, approach and […]

]]> bbff00fdfd310b2ce1747be61aa2230c Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/1267/#acomment-1305 Fri, 18 Sep 2026 01:26:25 +0800 Regular informal presentations build confidence in communicating your research.

In reply to - Trent posted an update

Paper Discussion

Presenting unfinished work to colleagues can feel uncomfortable, yet early feedback is extremely valuable. Internal seminars allow you to catch conceptual flaws before […]

]]> eeee0a643312011e77a33e74bbf433f5 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/1003/#acomment-1020 Wed, 09 Sep 2026 11:13:58 +0800 Share a single collaborative document tracking task completion progress.

In reply to - Nathan Phillips posted an update

Collaboration

Cross‑institute cross‑disciplinary projects bring diverse expertise, but task allocation can become messy when teams follow different lab workflows. What […]

]]> d3694049f3dcdbd230bc6679aa1dcc42 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/803/#acomment-833 Wed, 02 Sep 2026 01:13:23 +0800 Time cost of peer reviewing should not be ignored.

In reply to - Nicolina posted an update Writing peer reviews is an essential academic skill. Kind, specific and evidence‑based feedback benefits both authors and the whole community, instead of vague negative remarks. ]]> b5e79fe228530c0913542796dcb93391 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/580/#acomment-599 Tue, 25 Aug 2026 03:49:42 +0800 Find collaborators from that field; quick discussions clear up confusion far faster than solo reading.

In reply to - Tao Zhu posted an update When reading papers outside your primary domain, unfamiliar terminology and baseline assumptions create steep barriers. What routines help you efficiently absorb cross‑discipline literature? ]]> f05892ffb19c75ad614dd021fb15f2a6 Xiulan Jiang posted a new activity comment https://community.uniresearch.ai/news-feed/p/553/#acomment-557 Mon, 24 Aug 2026 01:19:57 +0800 Multi‑task works best when tasks share strong semantic similarities; conflicting objectives will drag overall performance down.

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 […] ]]> 78c7cf05ef009730b43eb5a8be9e59e7 Xiulan Jiang posted an update: Experimental reproducibility is the basic principle […] https://community.uniresearch.ai/news-feed/p/454/ Thu, 20 Aug 2026 14:22:19 +0800 Experimental reproducibility is the basic principle of academic research, but many published papers have unrepeatable experimental results due to incomplete parameter records and hidden operation details. How can we strictly guarantee research reproducibility in daily experiments?

]]> 3