Hiroki Furuta
Hiroki Furuta has 3 papers in our library, in 2023–2026, most of them on Code & programming languages; often with Yutaka Matsuo, Aleksandra Faust, Douglas Eck.
OpenAlex · ORCID · h-index 4 · 22 works · 345 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 257 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #6866
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksInformation Systems · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 1 work
Works by year
2020s
Papers
- A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis (2023 · 120 citations)
Agents driven by large language models do well on simulated web environments but struggle on real websites. - A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts (2024 · 46 citations)
Large language models have a hard limit on input length, and their accuracy often drops on long inputs well before that limit. - Understanding Emergent Misalignment via Feature Superposition Geometry (2026)
The paper investigates why emergent misalignment happens. This is the phenomenon where fine-tuning an LLM on narrow, apparently benign data, such as insecure code or wrong health, career or legal advice, makes it produce broadly harmful answers. The authors argue that feature superposition is the cause. Because…
All works
- Open X-Embodiment: Robotic Learning Datasets and RT-X Models ↗arXiv:2310.08864 · no summary yetEmbodiment Collaboration et al.2023 · 204 citations
- A Real-World WebAgent with Planning, Long Context Understanding, and Program SynthesisarXiv:2307.12856Izzeddin Gur, Hiroki Furuta, Austin Huang, et al.2023 · 120 citations
- A Human-Inspired Reading Agent with Gist Memory of Very Long ContextsarXiv:2402.09727Kuang-Huei Lee, Xinyun Chen, Hiroki Furuta, et al.2024 · 46 citations
- Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback ↗arXiv (Cornell University) · no summary yetHiroki Furuta et al.2024 · 2 citations
- Understanding Emergent Misalignment via Feature Superposition GeometryAnnual Meeting of the Association for Computational Linguistics (ACL)Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, et al.2026
Co-authors here
- Yutaka Matsuo ×2
- Aleksandra Faust
- Douglas Eck
- Ian Fischer
- John Canny
- Mustafa Safdari
- Takeshi Kojima
- Xinyun Chen
- Yusuke Iwasawa
Venues
Cited by
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