Yidan Zhang
Yidan Zhang has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Baosong Yang, Boyi Deng, Chen Qian.
OpenAlex · ORCID · h-index 12 · 50 works · 436 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #10459
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Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 workAtmospheric Science · 1 workComputer Vision and Pattern Recognition · 1 workEarth and Planetary Sciences · 1 workEngineering · 1 workMedia Technology · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders (2025 · 18 citations)
The paper asks how large language models represent individual languages internally. Earlier work relied on single neurons, which suffer from superposition, or on logit-lens readouts, which are unreliable outside the final layers. The authors instead use pretrained Sparse Autoencoders (SAEs), which split… - RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation (2026)
Remote sensing (RS) agents built by attaching tools to general-purpose LLMs often fail on geoscience workflows.
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