---
title: "Qi Wu · Adelaide University — author profile and papers"
description: "Qi Wu, Adelaide University: 5 papers on Elamur Research (2017–2026), h-index 54 — affiliations, topics, co-authors and who cites them in…"
canonical: "https://research.elamur.ai/free/en/authors/qi-wu/"
---
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# Qi Wu

Qi Wu has 5 papers in our library, in 2017–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Anton van den Hengel](https://md.research.elamur.ai/free/en/authors/anton-van-den-hengel/), [Biao Wu](https://md.research.elamur.ai/free/en/authors/biao-wu/), [Biqing Qi](https://md.research.elamur.ai/free/en/authors/biqing-qi/).

5 papers in our library · 2017–2026

[OpenAlex](https://openalex.org/A5060958969) · [ORCID](https://orcid.org/0000-0003-3631-256X) · [Wikidata](https://www.wikidata.org/wiki/Q89067918) · [**h-index 54**](https://openalex.org/authors/A5060958969) · [256 works](https://openalex.org/works?filter=author.id:A5060958969) · [12,203 citations](https://openalex.org/works?filter=author.id:A5060958969&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/qi-wu/#papers) · [🔗 Cited 486 times in our library](https://md.research.elamur.ai/free/en/authors/qi-wu/cited-by/) · [11 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1895](https://md.research.elamur.ai/free/en/paper-stars/page/19/#star-1895)

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=Qi+Wu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qi+Wu) · [dblp](https://dblp.org/search?q=Qi+Wu) · [ACL Anthology](https://aclanthology.org/search/?q=Qi+Wu)

## Affiliations

[🎓**The University of Adelaide** Adelaide · Australia 2015–2026 · 164 papersEmployment since 2015*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-adelaide/) · [🎓**Adelaide University** Adelaide · Australia 2015–2026 · 2 papersEmployment since 2015 · Associate Professor, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/adelaide-university/) · [🔬**Australian Centre for Robotic Vision** Brisbane · Australia 2017–2022 · 19 papers](https://ror.org/02zv9xv82) · [🎓**Shandong University** Jinan · China 2014–2021 · 12 papers](https://md.research.elamur.ai/free/en/universities/shandong-university/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2007–2012 · 10 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**South China University of Technology** Guangzhou · China 2018–2025 · 7 papers](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2018–2021 · 7 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🏥**Qilu Hospital of Shandong University** Jinan · China 2014–2020 · 7 papers](https://ror.org/056ef9489) · [🎓**Wenzhou University** Wenzhou · China 2019–2021 · 5 papers](https://ror.org/020hxh324) · [🏥**Affiliated Hospital of Youjiang Medical University for Nationalities** Baise City · China 2024–2025 · 4 papers](https://ror.org/0358v9d31)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 47 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 10 The field of science this work belongs to (OpenAlex fields).[Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Control and Systems Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/control-and-systems-engineering/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/)

🧭 Topics 3 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Works by year

### 2020s

[**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/qi-wu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/qi-wu/year/2025/)

### 2010s

[**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/qi-wu/year/2017/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments](https://md.research.elamur.ai/free/en/papers/anderson-2017-vision-language-navigation-interpreting-visually/)** *(2017 · 1,414 citations)* The paper addresses how an agent can follow free-form spoken-style route directions using only what it sees inside real buildings it has never visited.
2. **[Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System](https://md.research.elamur.ai/free/en/papers/su-2025-many-heads-are-better-than/)** *(2025 · 40 citations)* Most LLM tools for automated research ideation use a single agent or rely on artificial collaboration setups, such as invented researcher profiles or synthetic co-author networks.
3. **[MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training](https://md.research.elamur.ai/free/en/papers/wu-2026-mmclip-cross-modal-attention-masked/)** *(2026 · 3 citations)* Medical vision-and-language pretraining usually pairs contrastive learning with masked modelling. Random masking, however, tends to miss small pathological details, and most methods train on either paired image–report data or image-only data, not both. MMCLIP addresses this with two masking modules built on CLIP.…
4. **[EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video](https://md.research.elamur.ai/free/en/papers/tang-2026-egomemory-memory-augmented-personalized-retrieval/)** *(2026)* Wearable cameras such as AR glasses could let people search their own past experiences with natural-language questions.
5. **[TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs](https://md.research.elamur.ai/free/en/papers/wang-2026-triex-game-based-tri-view/)** *(2026)* Explaining the behaviour of LLM agents is especially hard when they interact with other agents under hidden information, because their choices depend on beliefs that change over time.

## All works

16 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them.

1. **[Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments](https://md.research.elamur.ai/free/en/papers/anderson-2017-vision-language-navigation-interpreting-visually/) [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/)**Peter Anderson, Qi Wu, Damien Teney, et al.*2017 · 1,414 citations*
2. **[What Value Do Explicit High Level Concepts Have in Vision to Language Problems? ↗](https://doi.org/10.1109/cvpr.2016.29) 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**Qi Wu et al.*2016 · 484 citations*
3. **[Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources ↗](https://doi.org/10.1109/cvpr.2016.500) 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**Qi Wu et al.*2016 · 384 citations*
4. **[Explicit Knowledge-based Reasoning for Visual Question Answering ↗](https://doi.org/10.24963/ijcai.2017/179) International Joint Conference on Artificial Intelligence · no summary yet**Peng Wang et al.*2015 · 278 citations*
5. **[Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks ↗](https://doi.org/10.1109/cvpr.2019.00206) 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**Peng Wang et al.*2019 · 274 citations*
6. **[Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions ↗](https://aclanthology.org/2022.acl-long.524/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Jing Gu et al.*2022 · 127 citations*
7. **[Overcoming Language Priors in VQA via Decomposed Linguistic Representations ↗](https://doi.org/10.1609/aaai.v34i07.6776) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Chenchen Jing et al.*2020 · 111 citations*
8. **[Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation ↗](https://doi.org/10.1109/cvpr52688.2022.01500) 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**Yicong Hong et al.*2022 · 103 citations*
9. **[Scaling Data Generation in Vision-and-Language Navigation ↗](https://doi.org/10.1109/iccv51070.2023.01103) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zun Wang et al.*2023 · 78 citations*
10. **[Sub-Instruction Aware Vision-and-Language Navigation ↗](https://aclanthology.org/2020.emnlp-main.271/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Yicong Hong et al.*2020 · 76 citations*
11. **[Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System](https://md.research.elamur.ai/free/en/papers/su-2025-many-heads-are-better-than/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haoyang Su, Renqi Chen, Shixiang Tang, et al.*2025 · 40 citations*
12. **[SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts ↗](https://doi.org/10.1109/iccv51701.2025.00731) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Gengze Zhou et al.*2025 · 8 citations*
13. **[MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training](https://md.research.elamur.ai/free/en/papers/wu-2026-mmclip-cross-modal-attention-masked/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Biao Wu, Yutong Xie, Zeyu Zhang, et al.*2026 · 3 citations*
14. **[EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video](https://md.research.elamur.ai/free/en/papers/tang-2026-egomemory-memory-augmented-personalized-retrieval/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yuanmin Tang, Jue Zhang, Xiaoting Qin, et al.*2026*
15. **[TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs](https://md.research.elamur.ai/free/en/papers/wang-2026-triex-game-based-tri-view/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziyi Wang, Chen Zhang, Wenjun Peng, et al.*2026*
16. **[VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation Agents ↗](https://aclanthology.org/2026.acl-long.1300/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xunyi Zhao, Gengze Zhou, Qi Wu*2026*

## Co-authors here

12 of 24 co-authors with a page, the most papers together first.

- [Anton van den Hengel](https://md.research.elamur.ai/free/en/authors/anton-van-den-hengel/)
- [Biao Wu](https://md.research.elamur.ai/free/en/authors/biao-wu/)
- [Biqing Qi](https://md.research.elamur.ai/free/en/authors/biqing-qi/)
- [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/)
- [Chen Zhang](https://md.research.elamur.ai/free/en/authors/chen-zhang/)
- [Dongmei Zhang](https://md.research.elamur.ai/free/en/authors/dongmei-zhang/)
- [Hui Li](https://md.research.elamur.ai/free/en/authors/hui-li/)
- [Ian D. Reid](https://md.research.elamur.ai/free/en/authors/ian-d-reid/)
- [Jue Zhang](https://md.research.elamur.ai/free/en/authors/jue-zhang/)
- [Ling Chen](https://md.research.elamur.ai/free/en/authors/ling-chen/)
- [Mark Johnson](https://md.research.elamur.ai/free/en/authors/mark-johnson/)
- [Peter Anderson](https://md.research.elamur.ai/free/en/authors/peter-anderson/)

## Venues

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

- [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×5: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2, [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/)
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×4
- IEEE/CVF International Conference on Computer Vision (ICCV) ×2
- [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)
- [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 2017](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/)
- International Joint Conference on Artificial Intelligence
- Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Proceedings of the AAAI Conference on Artificial Intelligence

## Cited by

Papers of our library cite their works 486 times (of the 149,439 papers whose bibliographies we read); [44 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qi-wu/cited-by/).

Updated 1 November 2026