Yuheng Jia
Yuheng Jia has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Ao Sun, Junfeng Fang, Tat-Seng Chua.
OpenAlex · ORCID · h-index 26 · 107 works · 2,116 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 14 times in our library · ⭐ Paper Stars ranking: #8965
Affiliations
Fields, topics and concepts
📚 Shelves 7The 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 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence (2025 · 21 citations)
Large vision-language models (LVLMs) often hallucinate, describing objects that are not in the image. Most existing remedies retrain the model or adjust output logits after generation. This paper instead looks inside the multi-head attention module. The authors define Vision-aware Head Divergence (VHD), which… - CuMA: Aligning LLMs with Sparse Cultural Values via Demographic-Aware Mixture of Adapters (2026 · 1 citation)
Standard LLM alignment fits one shared set of weights to pooled human feedback. That works when a single correct answer exists, but it breaks down on culturally contested questions. The authors argue that the value distributions of different demographic groups form well-separated clusters, which they call Cultural…
Co-authors here
Venues
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/yuheng-jia/