Duzhen Zhang
Duzhen Zhang has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Vision & language; often with Chenhui Chu, Dan Su, Dong Yu.
OpenAlex · h-index 7 · 19 works · 182 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 211 times in our library · ⭐ Paper Stars ranking: #3433
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 1 workReasoning · 1 work
Works by year
2020s
Papers
- MM-LLMs: Recent Advances in MultiModal Large Language Models (2024 · 318 citations)
This survey maps the fast-growing field of multimodal large language models (MM-LLMs). These systems extend existing pretrained LLMs to handle inputs or outputs beyond text, such as images, video, audio and 3D data. Training such systems from scratch is costly. The field therefore reuses frozen unimodal foundation… - From System 1 to System 2: A Survey of Reasoning Large Language Models (2025 · 163 citations)
Conventional LLMs respond quickly and intuitively, much like the fast "System 1" of dual-process cognitive theory, but they often fail on problems that require careful multi-step analysis.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
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