UniResearch Community | Zhiqiang Peng | Activity https://community.uniresearch.ai/members/zhiqiangpeng/activity/ Activity feed for Zhiqiang Peng. Fri, 11 Sep 2026 11:08:05 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 fbd67725beedc31842ce1ff254ebdb61 Zhiqiang Peng posted a new activity comment https://community.uniresearch.ai/news-feed/p/1061/#acomment-1084 Fri, 11 Sep 2026 08:23:54 +0800 But some dataset papers lack sufficient validation and quality control, which complicates evaluation.

In reply to - Michael Williams posted an update

Paper Discussion

Dataset‑focused publications used to receive relatively little respect. Today high‑quality curated datasets can enable dozens of downstream studies. Should […]

]]> 24f1ab36cf9d29f927ca07ff5ede4d5f Zhiqiang Peng posted a new activity comment https://community.uniresearch.ai/news-feed/p/1040/#acomment-1060 Fri, 11 Sep 2026 03:16:50 +0800 Journals need to create clear policies on acceptable usage of AI‑review assistants.

In reply to - Juan Ma posted an update

Research Idea

Multiple AI‑auxiliary review tools keep emerging. They can spot missing references, check consistency and flag methodological weaknesses. What realistic changes do you […]

]]> 1d54c8c81fb8bcd5732656805f9236ff Zhiqiang Peng posted an update: Resource Share Finding clean, simple academic […] https://community.uniresearch.ai/news-feed/p/1011/ Wed, 09 Sep 2026 08:30:01 +0800 Resource Share

Finding clean, simple academic slide templates takes extra work. Could everyone share links to open‑source slide decks they reuse for conference presentations?

]]> 2 7a75e675b0821885e4b3c201be6e3c46 Zhiqiang Peng posted a new activity comment https://community.uniresearch.ai/news-feed/p/608/#acomment-620 Tue, 25 Aug 2026 12:32:05 +0800 Prefer datasets with well‑written documentation describing collection process and known biases.

In reply to - Ping Lu posted an update Finding good public datasets for method validation takes a lot of digging. What are your go‑to high‑quality open datasets for general‑purpose method benchmarking in your field? ]]> 142996a505e953169bc60485f9b1f582 Zhiqiang Peng posted an update: Most of us know the big‑name libraries. I’m hunting for […] https://community.uniresearch.ai/news-feed/p/412/ Thu, 20 Aug 2026 10:18:26 +0800 Most of us know the big‑name libraries. I’m hunting for lesser‑known but practical utilities for literature sorting, experiment logging or result visualization. Drop your hidden gems below.

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