Pinyuan Feng
Pinyuan Feng has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Vision & language; often with Jinfa Huang, Ruixiang Tang, Yanshu Li.
OpenAlex · ORCID · Wikidata · h-index 3 · 21 works · 57 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 18 times in our library · ⭐ Paper Stars ranking: #10168
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 2 works
Works by year
2020s
Papers
- TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration (2025 · 22 citations)
Large vision–language models (LVLMs) can learn tasks from interleaved image–text demonstrations, but their in-context learning (ICL) is fragile. Small changes to the chosen demonstrations (ICDs) can noticeably shift outputs, and existing selection methods rely on hand-crafted relevance metrics. - Vision-Language Models Mistake Head Orientation for Gaze Direction: Nonverbal Conversation Cues (2026)
This study asks whether Vision-Language Models (VLMs) can determine which object a person is looking at, a nonverbal cue that people use to resolve references in conversation.
Co-authors here
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
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