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Yiheng Shu

Yiheng Shu has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining, Vision & language; often with Yu Su, Bernal Jimenez Gutierrez, Boyu Gou.

3 papers in our library · 2024–2025

OpenAlex · h-index 5 · 9 works · 572 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 293 times in our library · ⭐ Paper Stars ranking: #4632

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓The Ohio State UniversityColumbus · United States2026 · 2 paperscurrent🎓Northeastern UniversityShenyang · China2019–2020 · 3 papers

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 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksCognitive Neuroscience · 1 workNeuroscience · 1 workInformation Systems · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 1 work

 Works by year

2020s

20251 paper20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models (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 (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 (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

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