Qiujie Xie
Qiujie Xie has 2 papers in our library, in 2025; often with Minjun Zhu, Yixuan Weng, Yue Zhang.
OpenAlex · ORCID · h-index 7 · 20 works · 188 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 27 times in our library · ⭐ Paper Stars ranking: #10520
Affiliations
🎓Jinan UniversityGuangzhou ·
China2020–2026 · 12 papers🏥ShenZhen People’s HospitalShenzhen ·
China2021–2026 · 9 papers🎓Southern University of Science and TechnologyShenzhen ·
China2021–2026 · 8 papers🎓Westlake UniversityHangzhou ·
China2025–2026 · 4 papers🎓Nanjing University of Science and TechnologyNanjing ·
China2026 · 1 paper🎓Fudan UniversityShanghai ·
China2023–2024 · 2 papers
Fields, topics and concepts
📚 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
Papers
- 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… - 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.
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