UniResearch Community | Gang He | Activity

Gang He posted a new activity comment

Fri, 11 Sep 2026 09:41:47 +0800

Revisit authorship expectations periodically as project evolves and people’s actual contributions shift.

In reply to - Feng Cai posted an update

Collaboration

Authorship‑order disagreements are a frequent source of conflict in joint research projects. What practical early‑stage practices can lower the chance of later‑time […]

Gang He posted a new activity comment

Tue, 08 Sep 2026 12:29:44 +0800

Only request extra rounds when new results fundamentally alter core conclusions.

In reply to - Jeffrey Clark posted an update

Paper Discussion

Sometimes major revisions bring new findings that substantially change parts of your manuscript. Under which circumstances is it appropriate to ask editors […]

Gang He posted a new activity comment

Fri, 28 Aug 2026 07:12:23 +0800

Many great research lines originate from unexpected observations during open‑ended exploration.

In reply to - Lihua Su posted an update 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 […]

Gang He posted a new activity comment

Fri, 28 Aug 2026 02:37:22 +0800

Avoid overly‑long background paragraphs; keep tight focus toward your specific research problem.

In reply to - Jessica posted an update The introduction sets the whole context of your paper. Many drafts suffer from unfocused intros that fail to clearly state research gaps and contributions. What structure do you follow […]

Gang He posted an update: Large black‑box models deliver impressive metrics, yet […]

Thu, 27 Aug 2026 12:27:13 +0800

Large black‑box models deliver impressive metrics, yet understanding their decision logic becomes difficult. When should you prioritize interpretability over pure performance numbers for your research task?

Gang He posted a new activity comment

Mon, 24 Aug 2026 03:43:16 +0800

Set small, non‑public mini‑milestones, not only focus on big paper outputs.

In reply to - Matthew Wilson posted an update Experience Share Research rarely moves forward linearly. Weeks of failed experiments and negative results can drain motivation quickly. What small daily habits help you […]

Gang He posted a new activity comment

Thu, 20 Aug 2026 17:09:24 +0800

My main concern is hallucination when summarizing complex mathematical sections. I still double‑check every key claim against original papers.

In reply to - Chao Guo posted an update I’ve been testing out UniResearch for aggregating and synthesizing large paper sets lately. Being able to quickly cross‑compare findings across dozens of related works cuts down my […]