UniResearch Community | Lihua Su | Activity https://community.uniresearch.ai/members/lihuasu/activity/ Activity feed for Lihua Su. Tue, 27 Oct 2026 19:01:12 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 2cbf50fb9249310450be620a87e4fef2 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/2037/#acomment-2058 Wed, 14 Oct 2026 07:10:21 +0800 For survey‑overview context‑setting purposes abstract‑level understanding can suffice.

In reply to - Feng Shi posted an update

Paper Discussion

In large‑scale literature surveys you encounter dozens of references. Sometimes you read abstract but skip full‑text. This raises etiquette questions. Under what […]

]]> e8f16d06ed863fa12cf08a97d5c22c34 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1932/#acomment-1949 Sun, 11 Oct 2026 12:31:54 +0800 Always manually spot‑check parsed output; parsing errors occur frequently.

In reply to - Jian Jia posted an update

Resource Share

Sometimes you only have local PDF files without accessible DOI metadata. Parsing metadata directly from PDF text can save manual typing work. What open command‑line […]

]]> e7a5e03bf8bf0dca07dd16d9b04caed5 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1673/#acomment-1687 Sun, 27 Sep 2026 03:49:39 +0800 Reserve the majority of thesis pages for your own original research contributions.

In reply to - Ethan Cook posted an update

Question

Constructing thesis table of contents forces trade‑offs: covering enough background versus diving deep into your original contributions. Too broad dilutes novelty; too narrow […]

]]> 92a2de794a4b3e456d74a6abe686af60 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1519/#acomment-1536 Wed, 23 Sep 2026 13:46:04 +0800 Consider the group’s research fit with your long‑term goals.

In reply to - Nicholas Walker posted an update

Question

Moving to a new country for a postdoc is an exciting but major decision. It affects research environment, career trajectory and personal life. What factors deserve […]

]]> 192b1fd666a496e57f14bb99c6bcbae9 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1259/#acomment-1301 Fri, 18 Sep 2026 01:13:15 +0800 Compare the abstract against the full paper to ensure nothing key is missing.

In reply to - Jun Dong posted an update

Method Help

Abstracts must be concise yet informative. Stripping out essential details while trying to be short can reduce clarity. What techniques help you keep abstracts both compact and complete?

]]> 0f490ec1f150a0e8596c58b38ce0f23a Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1109/#acomment-1123 Sun, 13 Sep 2026 07:09:58 +0800 Avoid wording that is purely descriptive without deliverable outcomes attached.

In reply to - Joseph Davis posted an update

Method Help

Vague or overly broad project objectives are one frequent reason for grant proposal rejection. What writing techniques help you formulate concrete, realistic […]

]]> 64df1f47e6d1b7d2a855fd72f4da75b7 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1113/#acomment-1120 Sun, 13 Sep 2026 03:43:18 +0800 Show your full research workflow: problem‑method‑key‑result‑implication in sequence.

In reply to - Tao Zhu posted an update

Method Help

Visual summary / graphical abstracts are increasingly requested by journals. Many researchers struggle to condense their whole work into one single clear informative […]

]]> 9ce92f9e42688edf96724c341fc160e8 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1108/#acomment-1115 Sun, 13 Sep 2026 02:35:38 +0800 Many researchers skip formal pilot testing of their survey questionnaire before full deployment.

In reply to - Thomas Rodriguez posted an update

Method Help

Survey‑based research is widely used across many fields. Poor survey instrument design, biased question wording and low‑quality respondent pools can invalidate […]

]]> 8827314e94777005018fd9f2786b75ba Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/1007/#acomment-1025 Wed, 09 Sep 2026 12:27:09 +0800 Keep simple baseline conditions for comparison against all ablated variants.

In reply to - Xiuhua Wei posted an update

Method Help

Poorly‑designed ablation studies waste computing resources and deliver limited insight. Many new researchers struggle to decide which components should be ablated. What […]

]]> df49ee06211add78719aca49f197ca94 Lihua Su posted an update: According to a newly released higher‑education report, […] https://community.uniresearch.ai/news-feed/p/774/ Mon, 31 Aug 2026 11:15:06 +0800 According to a newly released higher‑education report, average PhD completion time continues to increase across multiple regions. Funding instability and complex project scope are two major contributing factors.

]]> 3 6c01662a6b4269840844292a10a934e4 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/726/#acomment-742 Sat, 29 Aug 2026 03:49:04 +0800 Many early‑career researchers overlook limitation discussion.

In reply to - Ping Lu posted an update

Paper Writing Guidance

The discussion section is easy to write repetitively. Avoid simply restating experimental results; focus on interpreting meaning, analyzing limitations and […]

]]> a63f920129fc1e4510d8e2fe3ff3e5fe Lihua Su posted an update: Hypothesis‑driven work is highly valued, but open‑ended […] https://community.uniresearch.ai/news-feed/p/681/ Thu, 27 Aug 2026 13:47:34 +0800 Hypothesis‑driven work is highly valued, but open‑ended exploratory work can also spark major breakthroughs. How do you balance exploratory data work and formal hypothesis testing within your projects?

]]> 6 a7d7c98e439f1a7d09c4c4aa4d554bf8 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/646/#acomment-657 Thu, 27 Aug 2026 03:48:15 +0800 Be careful not to jump between too many topics, that can fragment your research profile.

In reply to - Tping posted an update Every researcher faces moments where a project yields little progress after sustained effort. How do you decide whether to keep pushing forward or pivot your research question? ]]> 99bf9a9d1a0eee7f314925df7cc3238f Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/604/#acomment-617 Tue, 25 Aug 2026 12:31:47 +0800 Define authorship expectations and task division at an early stage of cooperation.

In reply to - Lei Zhao posted an update More research happens across institutes and time‑zones. Remote collaboration brings flexibility yet creates communication friction. What habits make remote academic partnerships work smoothly? ]]> 4de08baed1b36ebb5de8fc949d63bd53 Lihua Su posted a new activity comment https://community.uniresearch.ai/news-feed/p/420/#acomment-462 Thu, 20 Aug 2026 14:32:41 +0800 One downside of PEFT I rarely see discussed: poor cross‑task generalization when you stack multiple LoRA adapters.

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 […]

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