UniResearch Community | Kenneth Lee | Activity

Kenneth Lee posted a new activity comment

Fri, 23 Oct 2026 07:09:40 +0800

Offer alternative supporting analyses you can run with existing data.

In reply to - Trent posted an update

Question

Reviewers sometimes request new experiments that cannot be done: samples exhausted, equipment decommissioned or cohort closed. How do you construct a polite, persuasive […]

Kenneth Lee posted an update: Method Help Multi‑panel composite figures are ubiquitous […]

Fri, 16 Oct 2026 07:11:28 +0800

Method Help

Multi‑panel composite figures are ubiquitous in academic papers. Poor layout, inconsistent fonts and crowded subplots confuse readers. What concrete design habits improve readability of multi‑panel composite figures?

Kenneth Lee posted a new activity comment

Tue, 13 Oct 2026 01:19:53 +0800

Explicitly mark in‑text that source is an unpublished dissertation.

In reply to - Chao Guo posted an update

Paper Discussion

Dissertations contain large amounts of valuable unpublished work. But they have not gone through formal peer review. Some journals discourage citing PhD theses. […]

Kenneth Lee posted a new activity comment

Sun, 27 Sep 2026 11:15:55 +0800

Many researchers run many subgroup tests without pre‑registering their hypotheses.

In reply to - Charles Martinez posted an update

Paper Discussion

Subgroup analysis is frequently used to explore heterogeneous experimental effects. Without careful handling it brings multiple risks […]

Kenneth Lee posted a new activity comment

Sat, 26 Sep 2026 12:28:07 +0800

Human judgement is required to filter low‑quality or flawed papers out of synthesis.

In reply to - Zhen Jin posted an update

Research Idea

AI tools can summarise and compare hundreds of papers rapidly. This capability will reshape how people write literature survey manuscripts. What parts of survey writing […]

Kenneth Lee posted an update: Method Help Publishing results that contradict widely […]

Wed, 23 Sep 2026 07:10:05 +0800

Method Help

Publishing results that contradict widely cited studies can be challenging. Authors must be careful and thorough when presenting findings that conflict with established work. How do you responsibly present results that disagree with major prior research?

Kenneth Lee posted a new activity comment

Sat, 19 Sep 2026 03:46:47 +0800

Report contradictory results openly and explain plausible reasons for the inconsistency.

In reply to - Mateo posted an update

Method Help

Real research rarely follows a neat linear story. Results are often mixed, with some supporting your hypothesis and others not. How do you weave mixed outcomes into a […]

Kenneth Lee posted a new activity comment

Fri, 18 Sep 2026 11:08:03 +0800

Make clear that nominal supervision alone does not guarantee authorship.

In reply to - Hua Deng posted an update

Collaboration

Large labs produce many papers with overlapping contributions. Without a clear authorship policy, disputes and resentment can emerge. What authorship rules do large […]

Kenneth Lee posted a new activity comment

Wed, 16 Sep 2026 07:12:57 +0800

Track progress on things other than final results, such as documentation or skill building.

In reply to - Wen Xiao posted an update

Question

Every researcher goes through periods where experiments fail or results are slow. Sustaining motivation through these dry spells is genuinely difficult. What personal routines […]

Kenneth Lee posted a new activity comment

Mon, 07 Sep 2026 12:26:07 +0800

I have used datacite‑tools for generating standard metadata entries.

In reply to - Adam Evans posted an update

Resource Share

Clean metadata is critical for reproducibility, yet manually organising metadata is extremely time‑consuming. Are there lesser‑known lightweight open utilities you […]

Kenneth Lee posted a new activity comment

Mon, 07 Sep 2026 03:44:23 +0800

Do not treat hypothesis failure as personal failure as a researcher.

In reply to - Christopher Hernandez posted an update

Question

It can be demotivating when your main research hypothesis is fully contradicted by solid experimental evidence. How do you pivot your project constructively […]

Kenneth Lee posted a new activity comment

Wed, 02 Sep 2026 11:10:20 +0800

I have been delaying updating my academic homepage for months.

In reply to - Min Lu posted an update A well‑maintained personal academic page helps promote your publications, ongoing projects and research background. Clear layout and regular updates are far more important than fancy decorations.

Kenneth Lee posted a new activity comment

Thu, 20 Aug 2026 14:27:26 +0800

It also depends on how domain‑different your target corpus is from the base model’s training data. Big domain gap usually favors PEFT.

In reply to - John Smith posted an update

Research Idea

PEFT methods are everywhere these days. But I’m starting to question: for extremely niche small‑size domain data, are LoRA/QLoRA consistently better than full […]