🧑‍🔬 Qi Wu

🏛️ Affiliations

🎓The University of AdelaideAdelaide · Australia2015–2026 · 164 papersEmployment since 2015current🎓Adelaide UniversityAdelaide · Australia2015–2026 · 2 papersEmployment since 2015 · Associate Professor, Computer Sciencecurrent🔬Australian Centre for Robotic VisionBrisbane · Australia2017–2022 · 19 papers🎓Shandong UniversityJinan · China2014–2021 · 12 papers🎓Carnegie Mellon UniversityPittsburgh · United States2007–2012 · 10 papers🎓South China University of TechnologyGuangzhou · China2018–2025 · 7 papers🏛️Chinese Academy of SciencesBeijing · China2018–2021 · 7 papers🏥Qilu Hospital of Shandong UniversityJinan · China2014–2020 · 7 papers🎓Wenzhou UniversityWenzhou · China2019–2021 · 5 papers🏥Affiliated Hospital of Youjiang Medical University for NationalitiesBaise City · China2024–2025 · 4 papers

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.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments (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 (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 (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 (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 (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 environmentsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionPeter 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? ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQi Wu et al.2016 · 484 citations
3. Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQi Wu et al.2016 · 384 citations
4. Explicit Knowledge-based Reasoning for Visual Question Answering ↗International Joint Conference on Artificial Intelligence · no summary yetPeng Wang et al.2015 · 278 citations
5. Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeng Wang et al.2019 · 274 citations
6. Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJing Gu et al.2022 · 127 citations
7. Overcoming Language Priors in VQA via Decomposed Linguistic Representations ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChenchen Jing et al.2020 · 111 citations
8. Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYicong Hong et al.2022 · 103 citations
9. Scaling Data Generation in Vision-and-Language Navigation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZun Wang et al.2023 · 78 citations
10. Sub-Instruction Aware Vision-and-Language Navigation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetYicong Hong et al.2020 · 76 citations
11. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent SystemAnnual Meeting of the Association for Computational Linguistics (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 ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetGengze Zhou et al.2025 · 8 citations
13. MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Biao Wu, Yutong Xie, Zeyu Zhang, et al.2026 · 3 citations
14. EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric VideoFindings of the Association for Computational LinguisticsYuanmin Tang, Jue Zhang, Xiaoting Qin, et al.2026
15. TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziyi Wang, Chen Zhang, Wenjun Peng, et al.2026
16. VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation Agents ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXunyi Zhao, Gengze Zhou, Qi Wu2026

🤝 Co-authors here

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

• Anton van den Hengel
• Biao Wu
• Biqing Qi
• Bowen Zhou
• Chen Zhang
• Dongmei Zhang
• Hui Li
• Ian D. Reid
• Jue Zhang
• Ling Chen
• Mark Johnson
• 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) ×5: ACL 2026 ×2, 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: Findings of the Association for Computational Linguistics 2026
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition: 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 →.

Updated 1 November 2026

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