Quanfeng Lu
Quanfeng Lu has 2 papers in our library, in 2025–2026, most of them on Reasoning, Vision & language; often with Ping Luo, Botian Shi, Daocheng Fu.
OpenAlex · h-index 6 · 21 works · 165 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 49 times in our library · ⭐ Paper Stars ranking: #9734
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 workSocial Sciences · 1 workSociology and Political Science · 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… - TVWorld: Foundations for Remote-Control TV Agents (2026)
Most work on LVLM agents for device control assumes pointer or touch input. Smart TVs work differently: the user presses remote keys to move a highlight between elements, and only the highlighted item can be activated. To study this setting, the authors built TVWorld. They crawled real TV interfaces with automated…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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