Shiyang Feng
Shiyang Feng has 3 papers in our library, in 2025; often with Bo Zhang, Jiakang Yuan, Xiangchao Yan.
OpenAlex · ORCID · h-index 4 · 18 works · 33 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 50 times in our library · ⭐ Paper Stars ranking: #9404
Affiliations
Fields, topics and concepts
📚 Shelves 11The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 worksDecision Sciences · 1 workInformation Systems and Management · 1 workMaterials Chemistry · 1 workMaterials Science · 1 workSocial Sciences · 1 workSociology and Political Science · 1 work
Works by year
2020s
Papers
- InternAgent: When Agent Becomes the Scientist — Building Closed-Loop System from Hypothesis to Verification (2025 · 21 citations)
Automating science with LLM agents faces two obstacles. Systems must produce hypotheses that are both new and sound, and they must close the loop by implementing and testing them. The InternAgent Team at Shanghai Artificial Intelligence Laboratory tackles both with InternAgent, a multi-agent framework that carries a… - SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing (2025 · 20 citations)
LLM-written literature surveys still lag well behind human ones. Their outlines are often badly organized, with sections too broad, too narrow, too deep or too shallow. Their reference lists tend to include marginal works and miss the field's most influential papers. Evaluation of such systems has also mostly relied… - Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback (2025 · 19 citations)
Fully automated scientific research is still out of reach. Earlier systems mostly judge LLM-generated ideas by their apparent novelty, test them on toy datasets, or never use experimental outcomes to improve later ideas. Dolphin addresses this with a closed research loop of three stages: idea generation, experimental…
Co-authors here
- Bo Zhang ×3
- Jiakang Yuan ×3
- Xiangchao Yan ×3
- Lei Bai ×2
- Bin Wang
- Botian Shi
- Bowen Zhou
- Tao Chen
- Wanli Ouyang
- Yu Qiao
- Zhiyin Yu
Venues
Cited by
Updated
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