Jianyong Wang
Jianyong Wang has 4 papers in our library, in 2018–2026, most of them on Language models & pretraining, Machine translation, Efficient models & compression; often with Furu Wei, Li Dong, Yuqing Xia.
OpenAlex · ORCID · h-index 47 · 200 works · 12,633 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 242 times in our library · ⭐ Paper Stars ranking: #4082
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksComputer Vision and Pattern Recognition · 3 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksMachine translation · 1 workEfficient models & compression · 1 work
Works by year
2020s
2010s
Papers
- Retentive Network: A Successor to Transformer for Large Language Models (2023 · 265 citations)
The authors, from Microsoft Research and Tsinghua University, seek an architecture for large language models that has three properties at once. - Style Transfer as Unsupervised Machine Translation (2018 · 165 citations)
Text style transfer means rewriting a sentence so that it carries a different attribute, such as positive instead of negative sentiment, while what it says stays the same. - FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling (2025 · 15 citations)
Speculative sampling speeds up LLM decoding. A small draft model proposes tokens, and the full model checks them in parallel. The authors find that this benefit shrinks for models with big vocabularies, such as Llama-3-8B (128k tokens). They re-implemented EAGLE-2 in native C and CUDA to strip away Python and… - Rectified Sparse Attention for Efficient Long-Sequence Generation (2026 · 1 citation)
Large language models that produce very long outputs, such as extended reasoning chains, are slowed down by having to read the entire KV cache at every decoding step.
Co-authors here
- Furu Wei ×2
- Li Dong ×2
- Yuqing Xia ×2
- Yutao Sun ×2
- Ao Sun
- Enhong Chen
- Hao Zhou
- Jian Chen
- Jie Zhou
- Ming Zhou
- Mu Li
- Peng Chen
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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