Fenglu Hong
Fenglu Hong has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining; often with Changran Hu, Bo Li, Chen Wu.
OpenAlex · h-index 1 · 3 works · 10 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 127 times in our library · ⭐ Paper Stars ranking: #7615
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- On the Tool Manipulation Capability of Open-source Large Language Models (2023 · 92 citations)
Most work on LLM-driven tool use relies on proprietary APIs. That is a problem for companies that cannot send internal workflows and data to external services. The authors ask whether open-source LLMs can match closed models at turning natural-language goals into executable API calls without heavy human effort. - Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models (2025 · 39 citations)
LLM systems such as agents and domain-specific reasoners often improve by changing their input context rather than their weights. - CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery (2026 · 9 citations)
LLM-driven evolutionary systems such as FunSearch and AlphaEvolve search for better programs on problems where the optimum is unknown.
Co-authors here
- Changran Hu ×2
- Bo Li
- Chen Wu
- Han Zheng
- James Zou
- Jian Zhang
- Qiantong Xu
- Urmish Thakker
- Yihong Tang
- Zhengyu Chen
Cited by
Updated
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