UniResearch Community | Neville | Activity https://community.uniresearch.ai/members/bb-neville/activity/ Activity feed for Neville. Fri, 11 Sep 2026 11:08:05 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 6dca806d131c2cde3f95696da95ee610 Neville posted an update: Question New preprints and papers appear every single […] https://community.uniresearch.ai/news-feed/p/1075/ Fri, 11 Sep 2026 04:26:14 +0800 Question

New preprints and papers appear every single day. Constantly reading every fresh publication can fragment your focus and slow your own project progress. What personal routines balance staying informed versus deep project focus?

]]> 0 59e230766d4f281f37b0e41e539b997f Neville posted an update: Collaboration Many academic collaborations start […] https://community.uniresearch.ai/news-feed/p/926/ Fri, 04 Sep 2026 03:46:43 +0800 Collaboration

Many academic collaborations start based purely on oral discussion. Misunderstandings over authorship, data access and task division may appear later. What key points should you write down at the very beginning of joint work?

]]> 4 a96bbf055680cef794165669172c7a87 Neville posted a new activity comment https://community.uniresearch.ai/news-feed/p/803/#acomment-827 Tue, 01 Sep 2026 13:46:46 +0800 Respect authors’ work even if you disagree with arguments.

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. ]]> 69cc5dccf90351738d848022a5d07acf Neville posted a new activity comment https://community.uniresearch.ai/news-feed/p/791/#acomment-808 Tue, 01 Sep 2026 09:48:39 +0800 But budgets for these funds are always limited.

In reply to - Wen Ren posted an update Open‑access publishing brings wider visibility, yet article processing charges create financial burdens for researchers without sufficient grants. More institutional funding support is […] ]]> 0e31ae4e0d02556f035cde9c366c294e Neville posted a new activity comment https://community.uniresearch.ai/news-feed/p/656/#acomment-667 Thu, 27 Aug 2026 09:43:30 +0800 I export collection metadata regularly as backup for my project reference lists.

In reply to - George Perez posted an update I have organized custom reading collections inside UniResearch for each of my ongoing projects. Tagging and grouping papers saves me huge amounts of time when I need to […] ]]> dad770d8dd064209a20474afa1f69abd Neville posted a new activity comment https://community.uniresearch.ai/news-feed/p/420/#acomment-458 Thu, 20 Aug 2026 14:25:36 +0800 From my limited tests: full fine‑tune can still outperform LoRA if you have decent regularization, though memory cost is obviously way higher.

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 […]

]]> 65e15a6515be184f400219da1617103a Neville posted an update in the group Paper Writing & Journal Submission: The most beautiful things in the world cannot be seen […] https://community.uniresearch.ai/news-feed/p/161/ Wed, 11 Mar 2026 05:36:34 +0800 The most beautiful things in the world cannot be seen or even touched. They must be felt with the heart.

]]> 0 5de3d0796344f83025a4e1638ba33156 Neville posted an update in the group Research Project & Topic Collaboration: Motivation comes from working on things we care about. https://community.uniresearch.ai/news-feed/p/172/ Tue, 10 Mar 2026 01:51:56 +0800 Motivation comes from working on things we care about.

]]> 0 604514c30024a684f4c8cab0d5471d66 Neville posted an update in the group Research Project & Topic Collaboration: Inspiration is some mysterious blessing which happens […] https://community.uniresearch.ai/news-feed/p/136/ Sun, 08 Mar 2026 02:22:28 +0800 Inspiration is some mysterious blessing which happens when the wheels are turning smoothly.

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