--- title: "Yiheng Shu — author profile and papers — Elamur Research" description: "Yiheng Shu, The Ohio State University: 3 papers on Elamur Research (2024–2025), h-index 5 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/yiheng-shu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yiheng-shu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yiheng Shu # Yiheng Shu Yiheng Shu has 3 papers in our library, in 2024–2025, 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 [Yu Su](https://md.research.elamur.ai/free/en/authors/yu-su/), [Bernal Jimenez Gutierrez](https://md.research.elamur.ai/free/en/authors/bernal-jimenez-gutierrez/), [Boyu Gou](https://md.research.elamur.ai/free/en/authors/boyu-gou/). 3 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5056930150) · [**h-index 5**](https://openalex.org/authors/A5056930150) · [9 works](https://openalex.org/works?filter=author.id:A5056930150) · [572 citations](https://openalex.org/works?filter=author.id:A5056930150&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yiheng-shu/#papers) · [🔗 Cited 293 times in our library](https://md.research.elamur.ai/free/en/authors/yiheng-shu/cited-by/) · [⭐ Paper Stars ranking: #4632](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4632) 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=Yiheng+Shu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yiheng+Shu) · [dblp](https://dblp.org/search?q=Yiheng+Shu) · [ACL Anthology](https://aclanthology.org/search/?q=Yiheng+Shu) ## Affiliations [🎓**The Ohio State University** Columbus · United States 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/the-ohio-state-university/) · [🎓**Northeastern University** Shenyang · China 2019–2020 · 3 papers](https://md.research.elamur.ai/free/en/universities/northeastern-university-cn/) 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 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Cognitive Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 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 · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/yiheng-shu/year/2025/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/yiheng-shu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models](https://md.research.elamur.ai/free/en/papers/gutierrez-2024-hipporag-neurobiologically-inspired-long-term/)** *(2024 · 268 citations)* Standard retrieval-augmented generation (RAG) encodes each passage on its own. This makes it hard for LLMs to answer questions that require connecting facts scattered across several documents. HippoRAG addresses this with a design based on the hippocampal memory indexing theory. An instruction-tuned LLM plays the… 2. **[From RAG to Memory: Non-Parametric Continual Learning for Large Language Models](https://md.research.elamur.ai/free/en/papers/gutierrez-2025-rag-memory-non-parametric-continual/)** *(2025 · 90 citations)* Updating an LLM's knowledge through fine-tuning or model editing is expensive and prone to catastrophic forgetting. 3. **[Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents](https://md.research.elamur.ai/free/en/papers/gou-2024-navigating-digital-world-humans-universal/)** *(2024 · 74 citations)* Most GUI agents rely on HTML or accessibility trees to perceive interfaces and select elements. These text-based inputs are often noisy or incomplete, and they add latency and token cost. The authors argue for agents that work like people: they only see screenshots and act through pixel-level clicks and typing. They… ## Co-authors here 9 co-authors with a page, the most papers together first. - [Yu Su](https://md.research.elamur.ai/free/en/authors/yu-su/) ×3 - [Bernal Jimenez Gutierrez](https://md.research.elamur.ai/free/en/authors/bernal-jimenez-gutierrez/) ×2 - [Boyu Gou](https://md.research.elamur.ai/free/en/authors/boyu-gou/) - [Boyuan Zheng](https://md.research.elamur.ai/free/en/authors/boyuan-zheng/) - [Cheng Chang](https://md.research.elamur.ai/free/en/authors/cheng-chang/) - [Huan Sun](https://md.research.elamur.ai/free/en/authors/huan-sun/) - [Michihiro Yasunaga](https://md.research.elamur.ai/free/en/authors/michihiro-yasunaga/) - [Weijian Qi](https://md.research.elamur.ai/free/en/authors/weijian-qi/) - [Yu Gu](https://md.research.elamur.ai/free/en/authors/yu-gu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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/) ## Cited by Papers of our library cite their works 293 times (of the 149,439 papers whose bibliographies we read); [81 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yiheng-shu/cited-by/). Updated 2 November 2026