Xiao-Ming Wu
Xiao-Ming Wu has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Vision & language; often with Bo Liu, Lei Bai, Philip S. Yu.
OpenAlex · ORCID · h-index 4 · 16 works · 63 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 9 times in our library · ⭐ Paper Stars ranking: #11078
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Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Recurrent Knowledge Identification and Fusion for Language Model Continual Learning (2025 · 11 citations)
This paper tackles continual learning for large language models, where a model must absorb tasks one after another without losing earlier skills (catastrophic forgetting) while still benefiting from links between tasks (knowledge transfer). - MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs (2026)
Multimodal large language models (MLLMs) are seldom tested on graduate-level Earth science. Existing benchmarks either use synthetic or textbook material, or pair paper figures only with their short captions, which leaves out the reasoning found in the body of the article. MSEarth addresses this gap. The authors…
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