Hongbin Liu
Hongbin Liu has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Vision & language; often with Carl Edwards, Heng Ji, Neil Zhenqiang Gong.
OpenAlex · ORCID · Wikidata · h-index 37 · 111 works · 7,394 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 18 times in our library · ⭐ Paper Stars ranking: #10815
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Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksAtomic and Molecular Physics, and Optics · 1 workComputational Theory and Mathematics · 1 workMaterials Chemistry · 1 workMaterials Science · 1 workPhysics and Astronomy · 1 workArtificial Intelligence · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 1 work
Works by year
2020s
Papers
- ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback (2024 · 24 citations)
Finding better heterogeneous catalysts is central to cleaner chemical processes. The search is hard because it means choosing which chemical descriptors matter and linking them to atomic-scale behaviour, and the number of descriptor combinations grows combinatorially. ChemReasoner treats catalyst discovery as a… - Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection (2026)
Open-weight multi-modal large language models (MLLMs) make it cheap to mine personal photos at scale for identities, locations and other private details.
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