Elamur Research⌕
☰
home / authors / Zhen Lin

Zhen Lin

Zhen Lin has 2 papers in our library, in 2025; often with Minjun Zhu, Qiujie Xie, Yixuan Weng.

2 papers in our library · 2025

OpenAlex · h-index 1 · 1 works · 2 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 27 times in our library · ⭐ Paper Stars ranking: #10535

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Westlake UniversityHangzhou · China2025 · 1 papercurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksDecision Sciences · 2 worksInformation Systems and Management · 2 worksMaterials Chemistry · 1 workMaterials Science · 1 work

 Works by year

2020s

20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively (2025 · 17 citations)
    DeepScientist addresses a weakness of earlier "AI Scientist" agents. Those systems produce novel but often aimless results that rarely solve problems humans actually care about. The authors frame research as goal-directed Bayesian Optimization: the agent searches the space of candidate methods for the one that…
  2. AI Scientists Fail Without Strong Implementation Capability (2025 · 12 citations)
    This position paper asks why LLM-based "AI Scientist" systems have not yet delivered a computer-science breakthrough comparable to specialized tools such as AlphaFold, despite reports that their papers were accepted at an ICLR 2025 workshop and ACL 2025.

 Co-authors here

7 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 27 times (of the 149,439 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/zhen-lin/