![Yanyuan Qiao](/sites/default/files/styles/profile_large/public/profile-images/25394.jpeg?itok=L-tVbnG9)
Yanyuan Qiao
Australian Institute for Machine Learning - Projects
Faculty of Sciences, Engineering and Technology
Eligible to supervise Masters and PhD (as Co-Supervisor) - email supervisor to discuss availability.
Vision and Language, Embodied AI
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Appointments
Date Position Institution name 2023 - ongoing Postdoctoral Research Fellow University of Adelaide -
Education
Date Institution name Country Title 2020 - 2023 University of Adelaide Australia PhD 2016 - 2019 University of Chinese Academy of Sciences China Master 2012 - 2016 Southeast University China Bachelor
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Journals
Year Citation 2023 Qiao, Y., Qi, Y., Hong, Y., Yu, Z., Wang, P., & Wu, Q. (2023). HOP+: History-Enhanced and Order-Aware Pre-Training for Vision-and-Language Navigation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(7), 8524-8537.
Scopus18 WoS12023 Shi, X., Qiao, Y., Wu, Q., Liu, L., & Dayoub, F. (2023). Improving Online Source-free Domain Adaptation for Object Detection by
Unsupervised Data Acquisition.2020 Qiao, Y., Deng, C., & Wu, Q. (2020). Referring expression comprehension: a survey of methods and datasets. IEEE Transactions on Multimedia, 23, 4426-4440.
Scopus42 WoS112019 Fang, Z., Liu, J., Li, Y., Qiao, Y., & Lu, H. (2019). Improving visual question answering using dropout and enhanced question encoder. Pattern Recognition, 90, 404-414.
Scopus29 -
Conference Papers
Year Citation 2024 Yu, Z., Qiao, Y., Xie, Y., & Wu, Q. (2024). Multi-modal Adapter for Medical Vision-and-Language Learning. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 14348 LNCS (pp. 393-402). Online: Springer Nature Switzerland.
2024 Qiao, Y., Yu, Z., & Wu, Q. (2024). VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation. In Proceedings of the IEEE International Conference on Computer Vision (pp. 15397-15406). Online: IEEE.
2023 Qiao, Y., Qi, Y., Yu, Z., Liu, J., & Wu, Q. (2023). March in Chat: Interactive Prompting for Remote Embodied Referring Expression. In Proceedings of the IEEE International Conference on Computer Vision (pp. 15712-15721). Paris, France: IEEE.
Scopus12022 Qiao, Y., Qi, Y., Hong, Y., Yu, Z., Wang, P., & Wu, Q. (2022). HOP: History-and-Order Aware Pretraining for Vision-and-Language Navigation. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Vol. 2022-June (pp. 15397-15406). New Orleans, LA, USA: IEEE.
Scopus332021 Qiao, Y., Chen, Q., Deng, C., DIng, N., Qi, Y., Tan, M., . . . Wu, Q. (2021). R-GAN: Exploring Human-like Way for Reasonable Text-to-Image Synthesis via Generative Adversarial Networks. In MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia (pp. 2085-2093). New York, NY, United States: Association for Computing Machinery.
Scopus13 WoS72020 Qiao, Y., Yu, Z., & Liu, J. (2020). VC-VQA: Visual Calibration Mechanism for Visual Question Answering. In Proceedings - International Conference on Image Processing, ICIP Vol. 2020-October (pp. 1481-1485). IEEE.
Scopus52020 Qiao, Y., Yu, Z., & Liu, J. (2020). Rankvqa: Answer Re-Ranking for Visual Question Answering. In Proceedings - IEEE International Conference on Multimedia and Expo Vol. 2020-July. IEEE.
Scopus62018 Fang, Z., Liu, J., Qiao, Y., Tang, Q., Li, Y., & Lu, H. (2018). Enhancing visual question answering using dropout. In MM 2018 - Proceedings of the 2018 ACM Multimedia Conference (pp. 1002-1010). ACM.
Scopus4
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Current Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2024 Co-Supervisor Distillation knowledge from Large Foundation Models For Vision-and-Language Navigation Master of Philosophy Master Full Time Mr Zerui Li 2024 Co-Supervisor Direct Fitting 3D Generative Models Using Volume Rendering Master of Philosophy Master Full Time Mr Jian Zhou 2024 Co-Supervisor Parameter-efficient Tuning Large Vision-Language Models Doctor of Philosophy Doctorate Full Time Mr Shuai Fu
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