--- title: "Lemeng Wu — author profile and papers — Elamur Research" description: "Lemeng Wu, Meta: 2 papers on Elamur Research (2023–2024), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/lemeng-wu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lemeng-wu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lemeng Wu # Lemeng Wu Lemeng 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/); often with [Bo Liu](https://md.research.elamur.ai/free/en/authors/bo-liu/), [Chengyue Gong](https://md.research.elamur.ai/free/en/authors/chengyue-gong/), [Mingyuan Zhou](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5087616209) · [**h-index 11**](https://openalex.org/authors/A5087616209) · [39 works](https://openalex.org/works?filter=author.id:A5087616209) · [540 citations](https://openalex.org/works?filter=author.id:A5087616209&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/lemeng-wu/#papers) · [🔗 Cited 50 times in our library](https://md.research.elamur.ai/free/en/authors/lemeng-wu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9319](https://md.research.elamur.ai/free/en/paper-stars/page/94/#star-9319) 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=Lemeng+Wu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lemeng+Wu) · [dblp](https://dblp.org/search?q=Lemeng+Wu) · [ACL Anthology](https://aclanthology.org/search/?q=Lemeng+Wu) ## Affiliations [🏢**Meta** Menlo Park · United States 2024–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**The University of Texas at Austin** Austin · United States 2019–2024 · 16 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/lemeng-wu/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/lemeng-wu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[AutoML-GPT: Automatic Machine Learning with GPT](https://md.research.elamur.ai/free/en/papers/zhang-2023-automl-gpt-automatic-machine-learning/)** *(2023 · 52 citations)* Selecting a model architecture, optimizer and hyperparameters for a new task still takes considerable manual effort. 2. **[Longhorn: State Space Models are Amortized Online Learners](https://md.research.elamur.ai/free/en/papers/liu-2024-longhorn-state-space-models-amortized/)** *(2024 · 11 citations)* Transformers become expensive on long inputs because their cost grows quadratically with sequence length. State space models (SSMs) decode in linear time, but their recurrences are mostly hand-designed and lack a shared rationale. The authors treat every sequence-mixing layer as a learner that solves an online… ## 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. **[EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything ↗](https://doi.org/10.1109/cvpr52733.2024.01525) 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**Yunyang Xiong et al.*2024 · 278 citations* 2. [**AutoML-GPT: Automatic Machine Learning with GPT arXiv:2305.02499**Shujian Zhang, Chengyue Gong, Lemeng Wu, et al.*2023 · 52 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2023-automl-gpt-automatic-machine-learning/) 3. [**Longhorn: State Space Models are Amortized Online Learners arXiv:2407.14207**Bo Liu, Rui Wang, Lemeng Wu, et al.*2024 · 11 citations*](https://md.research.elamur.ai/free/en/papers/liu-2024-longhorn-state-space-models-amortized/) ## Co-authors here 9 co-authors with a page, the most papers together first. - [Bo Liu](https://md.research.elamur.ai/free/en/authors/bo-liu/) - [Chengyue Gong](https://md.research.elamur.ai/free/en/authors/chengyue-gong/) - [Mingyuan Zhou](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/) - [Peter Stone](https://md.research.elamur.ai/free/en/authors/peter-stone/) - [Qiang Liu](https://md.research.elamur.ai/free/en/authors/qiang-liu/) - [Rui Wang](https://md.research.elamur.ai/free/en/authors/rui-wang/) - [Shujian Zhang](https://md.research.elamur.ai/free/en/authors/shujian-zhang/) - [Xingchao Liu](https://md.research.elamur.ai/free/en/authors/xingchao-liu/) - [Yihao Feng](https://md.research.elamur.ai/free/en/authors/yihao-feng/) ## 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/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 50 times (of the 149,439 papers whose bibliographies we read); [16 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lemeng-wu/cited-by/). Updated 3 November 2026