Yingfa Chen
Yingfa Chen has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Tokenization & segmentation; often with Maosong Sun, Zhiyuan Liu, Biyuan Lin.
OpenAlex · h-index 7 · 20 works · 290 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #8384
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workTokenization & segmentation · 1 work
Works by year
2020s
Papers
- Sub-Character Tokenization for Chinese Pretrained Language Models (2023 · 29 citations)
Chinese pretrained language models usually tokenize text either one character at a time or by running sub-word algorithms directly on raw characters. - MiniCPM-SALA: Hybridizing Sparse and Linear Attention for Efficient Long-Context Modeling (2026 · 2 citations)
Full attention in Transformers is costly for very long inputs. Compute grows quadratically with length, and the KV-Cache can reach tens or hundreds of gigabytes at million-token scale. Sparse attention cuts computation but still keeps the whole cache. Linear attention is cheap but compresses context lossily and loses… - StateX: Enhancing RNN Recall via Post-training State Expansion (2026 · 1 citation)
Recurrent language models such as linear attention and state-space models process long inputs at constant cost per token.
Co-authors here
- Maosong Sun ×2
- Zhiyuan Liu ×2
- Biyuan Lin
- Chenglei Si
- Fanchao Qi
- MiniCPM Team
- Qun Liu
- Xiaozhi Wang
- Xin Li
- Xu Han
- Yasheng Wang
- Yewei Fang
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2023
Cited by
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