Daocheng Fu
Daocheng Fu has 2 papers in our library, in 2025–2026, most of them on Reasoning, Vision & language; often with Botian Shi, Cheng Hong Yang, Fanqing Meng.
OpenAlex · ORCID · h-index 14 · 55 works · 772 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 49 times in our library · ⭐ Paper Stars ranking: #9728
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning (2025 · 49 citations)
Rule-based reinforcement learning in the style of DeepSeek-R1 has greatly improved text-only reasoning. Earlier attempts to bring it to vision-language models used small models and easy tasks, and their training often became unstable. The authors address this with two contributions. The first is MMK12, a multimodal… - Towards Self-Evolving Agents: Enabling Autonomy through Interactive Experience Refinement (2026)
LLM-based agents usually stay fixed once deployed. They cannot learn from earlier attempts, which hurts them on long, multi-application productivity tasks that may take over a hundred steps. The authors propose MUSE (Memory-Utilizing and Self-Evolving), a framework that improves at test time without any fine-tuning.…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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