--- title: "Penghao Wu — author profile and papers — Elamur Research" description: "Penghao Wu, Xinjiang Agricultural University: 2 papers on Elamur Research (2023–2024), h-index 18 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/penghao-wu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/penghao-wu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Penghao Wu # Penghao Wu Penghao Wu has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Jihan Yang](https://md.research.elamur.ai/free/en/authors/jihan-yang/), [Rob Fergus](https://md.research.elamur.ai/free/en/authors/rob-fergus/), [Saining Xie](https://md.research.elamur.ai/free/en/authors/saining-xie/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5003904263) · [ORCID](https://orcid.org/0000-0001-6478-1166) · [**h-index 18**](https://openalex.org/authors/A5003904263) · [49 works](https://openalex.org/works?filter=author.id:A5003904263) · [2,094 citations](https://openalex.org/works?filter=author.id:A5003904263&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/penghao-wu/#papers) · [🔗 Cited 230 times in our library](https://md.research.elamur.ai/free/en/authors/penghao-wu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5108](https://md.research.elamur.ai/free/en/paper-stars/page/52/#star-5108) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Penghao+Wu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Penghao+Wu) · [dblp](https://dblp.org/search?q=Penghao+Wu) · [ACL Anthology](https://aclanthology.org/search/?q=Penghao+Wu) ## Affiliations [🎓**Xinjiang Agricultural University** Ürümqi · China 2017–2026 · 18 papers*current*](https://ror.org/04qjh2h11) · [🎓**Nanyang Technological University** Singapore · Singapore 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/) · [🏢**Sensetime** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/sensetime/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2023–2024 · 5 papers](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🎓**University of California San Diego** San Diego · United States 2022–2024 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-san-diego/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2022–2023 · 5 papers](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🎓**China Agricultural University** Beijing · China 2013–2020 · 4 papers](https://md.research.elamur.ai/free/en/universities/china-agricultural-university/) · [🎓**Soochow University** Suzhou · China 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/soochow-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/penghao-wu/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/penghao-wu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/tong-2024-cambrian-1-fully-open-vision/)** *(2024 · 208 citations)* Multimodal LLMs (MLLMs) typically improve by scaling the language backbone, while choices about the vision side get little systematic study and stay disconnected from visual representation learning research. 2. **[V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/wu-2023-v-guided-visual-search-core/)** *(2023 · 152 citations)* Multimodal LLMs usually view images through frozen vision encoders such as CLIP, which work at low resolution (e.g., 224×224 or 336×336). ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/tong-2024-cambrian-1-fully-open-vision/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Shengbang Tong, Ellis Brown, Penghao Wu, et al.*2024 · 208 citations* 2. **[V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/wu-2023-v-guided-visual-search-core/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Penghao Wu, Saining Xie*2023 · 152 citations* 3. **[Generalized Predictive Model for Autonomous Driving ↗](https://doi.org/10.1109/cvpr52733.2024.01389) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jiazhi Yang et al.*2024 · 55 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Jihan Yang](https://md.research.elamur.ai/free/en/authors/jihan-yang/) - [Rob Fergus](https://md.research.elamur.ai/free/en/authors/rob-fergus/) - [Saining Xie](https://md.research.elamur.ai/free/en/authors/saining-xie/) - [Shengbang Tong](https://md.research.elamur.ai/free/en/authors/shengbang-tong/) - [Shusheng Yang](https://md.research.elamur.ai/free/en/authors/shusheng-yang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/): [IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 230 times (of the 149,439 papers whose bibliographies we read); [54 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/penghao-wu/cited-by/). Updated 2 November 2026