Chuan Xiao
Chuan Xiao has 2 papers in our library, in 2026, most of them on Language models & pretraining, Efficient models & compression; often with Jianbin Qin, Rui Mao, Yuyang Dong.
OpenAlex · h-index 0 · 9 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11463
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 2 worksLanguage models & pretraining · 2 works
Works by year
2020s
Papers
- Adaptive Layer Selection for Layer-Wise Token Pruning in LLM Inference (2026 · 1 citation)
Layer-wise token pruning reduces the KV cache during LLM inference. It keeps only a subset of important tokens beyond a certain Transformer layer. Existing methods such as FastKV and GemFilter fix this "selection layer" in advance, regardless of the task. A layer that suits easy QA can therefore fail badly on harder… - GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language Models (2026)
Serving large language models is costly because weights, attention computation and the KV cache all consume memory and add latency.
Co-authors here
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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