Yulong Ao
Yulong Ao has 3 papers in our library, in 2024–2026, most of them on Efficient models & compression, Vision & language; often with Hao Zhang, Lyu Mengsi, Yonghua Lin.
OpenAlex · h-index 8 · 22 works · 358 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 25 times in our library · ⭐ Paper Stars ranking: #10826
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksComputer Vision and Pattern Recognition · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 2 worksVision & language · 1 work
Works by year
2020s
Papers
- PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference (2026 · 6 citations)
Production LLM serving often splits inference into two parts: a prefill stage that processes the prompt and builds the KV cache, and a decode stage that generates tokens. - TrimTokenator: Towards Adaptive Visual Token Pruning for Large Multimodal Models (2026 · 6 citations)
Large multimodal models turn an image into thousands of visual tokens. Because self-attention cost grows quadratically with sequence length, these tokens make inference slow and memory-hungry. The authors first compare the two modalities through attention patterns, semantic distribution and repeated information. They… - Aquila2 Technical Report (2024 · 1 citation)
Most LLMs are pretrained on a fixed dataset over a long run, so it is hard to change the data mix or add new sources partway through. BAAI's Aquila2 is a family of Chinese–English bilingual models at 7B, 34B and an experimental 70B size. They were trained with HeuriMentor (HM), a framework with three parts:
Co-authors here
- Hao Zhang ×2
- Lyu Mengsi ×2
- Yonghua Lin ×2
- Bo-Wen Zhang
- Boyan Gao
- Guang Liu
- Liangdong Wang
- Shuhao Gu
- Zhuo Chen
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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