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Junda Wu

Junda Wu has 7 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning, Vision & language; often with Julian McAuley, Yu Xia, Tong Yu.

7 papers in our library · 2024–2026

OpenAlex · ORCID · Wikidata · h-index 14 · 58 works · 507 citations OpenAlex, 2026-10-14

📄 7 works in our library · 🔗 Cited 46 times in our library · ⭐ Paper Stars ranking: #7348

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

🎓University of California San DiegoSan Diego · United States2023–2026 · 18 paperscurrent🎓University of Chinese Academy of SciencesBeijing · China2024–2026 · 8 paperscurrent🎓Beijing Institute of Mathematical Sciences and ApplicationsHuairou2026 · 7 paperscurrent🏛️Chinese Academy of SciencesBeijing · China2026 · 6 paperscurrent🏢Adobe SystemsSan Jose · United States2026 · 1 papercurrent🎓Jiangsu UniversityZhenjiang · China2020–2025 · 13 papers🎓New York UniversityNew York · United States2021–2024 · 10 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 7 worksArts and Humanities · 6 worksComputer Vision and Pattern Recognition · 4 worksArtificial Intelligence · 6 worksLanguage and Linguistics · 6 worksSignal Processing · 1 workDecision Sciences · 1 workManagement Science and Operations Research · 1 workInformation Systems · 2 works

🧭 Topics 5Research subjects and languages the work is about.Language models & pretraining · 3 worksReasoning · 2 worksVision & language · 2 worksQuestion answering · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20263 papers20253 papers20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. A Survey of Small Language Models (2024 · 31 citations)
    Large language models perform well but need heavy compute, memory and data, so they usually run on centralized, specialized hardware.
  2. From Selection to Generation: A Survey of LLM-based Active Learning (2025 · 22 citations)
    Active learning (AL) traditionally lowers labeling effort by picking the most useful unlabeled examples with metrics such as uncertainty or diversity.
  3. WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning (2025 · 10 citations)
    Multimodal LLMs perform well on many vision-language tasks, but it is unclear whether they can reason about sheet music.
  4. Doc-React: Multi-page Heterogeneous Document Question-answering (2025 · 6 citations)
    Doc-React tackles question answering over long documents whose pages mix text, charts and images in irregular layouts.
  5. CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing (2026)
    The paper addresses indirect prompt injection, where an LLM obeys commands hidden inside supplied context (e.g., a retrieved passage) instead of answering the user's actual request.
  6. Evaluating Language Model Pluralism through In-the-wild Crowd Discussions (2026)
    LLMs tuned with preference alignment often lean toward particular stances on subjective questions. Yet pluralism has mostly been tested with multiple-choice or rating formats, and the few open-ended benchmarks depend on costly crowd annotation for every new domain. The authors propose PluralEval, which builds…
  7. SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes (2026)
    Multimodal LLMs often produce rationales that sound convincing but are not tied to what the image actually shows.

 Co-authors here

12 of 30 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 46 times (of the 149,439 papers whose bibliographies we read); 10 citing papers with a page here →.

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