Jiawei Cao
Jiawei Cao has 2 papers in our library, in 2025–2026; often with Xiaofeng Zhang, Xiaosong Yuan, Chaochen Gu.
OpenAlex · ORCID · h-index 7 · 26 works · 225 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 9 times in our library · ⭐ Paper Stars ranking: #10770
Affiliations
🎓Nanjing University of Posts and TelecommunicationsNanjing ·
China2025–2026 · 3 papers🎓Liaoning Shihua UniversityFushun ·
China2026 · 2 papers🎓Yancheng Institute of TechnologyYancheng ·
China2026 · 1 paper🎓Tsinghua UniversityBeijing ·
China2006–2025 · 6 papers🎓Harbin Institute of TechnologyHarbin ·
China2024–2025 · 2 papers🎓Xi'an Jiaotong UniversityXi'an ·
China2007–2021 · 2 papers
Fields, topics and concepts
📚 Shelves 2The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 works
Works by year
2020s
Papers
- Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs (2025 · 14 citations)
The paper investigates why large vision-language models (LVLMs) hallucinate, focusing on attention over image tokens, which make up most of the input. - TokenPenalty: Alleviating Attention Sinks and Positional Decay in LVLMs (2026)
Large vision-language models (LVLMs) often mention objects that are not in the image. This undermines trust in uses such as captioning and product descriptions. The authors link part of this to two effects. First, attention collapses onto a few visual "sink" tokens with extreme query/key activations. Second, RoPE…
Co-authors here
- Xiaofeng Zhang ×2
- Xiaosong Yuan ×2
- Chaochen Gu
- Chen Shen
- Hao Cheng
- Jieping Ye
- Qiyan Zhao
- Shaotian Yan
- Yihao Quan
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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