Tingwei Lu
Tingwei Lu has 2 papers in our library, in 2026; often with Hai-Tao Zheng, Jiwei Tang, Zhicheng Zhang.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 7 times in our library · ⭐ Paper Stars ranking: #10195
Affiliations
🎓Tsinghua Shenzhen International Graduate SchoolShenzhen ·
China2026 · 2 papers🎓Tsinghua UniversityBeijing ·
China2026 · 2 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
Works by year
2020s
Papers
- GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment (2026 · 8 citations)
Soft prompt compression shrinks long LLM inputs into a few learned vectors. The authors identify two weaknesses in existing methods. First, appended summary tokens tend to be dominated by a few anchor tokens during autoencoder pretraining. Second, high-level summary vectors are fed to the decoder as though they were… - Read As Human: Compressing Context via Parallelizable Close Reading and Skimming (2026)
Long prompts, such as those produced by retrieval-augmented generation, make LLM inference slow because attention cost grows quadratically.
Co-authors here
- Hai-Tao Zheng ×2
- Jiwei Tang ×2
- Zhicheng Zhang ×2
- Bo Zheng
- Haibin Chen
- Hong-Gee Kim
- Jingheng Ye
- Langming Liu
- Qingsong Lv
- Shilei Liu
- Wenbo Su
- Yujin Yuan
Venues
Cited by
Updated
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