Yanyuan Qiao

I am a Postdoctoral Research Fellow working with A.P. Qi Wu, at Australian Institute for Machine Learning (AIML), The University of Adelaide, where I completed my Ph.D. in Computer Science, under the supervision of A.P. Qi Wu and Dr. Yuankai Qi. Before coming to Australia, I obtained my master degree from University of Chinese Academy of Sciences, China in 2019 and bachelor degree from Southeast University, China in 2016.

My research interests lie broadly in the field of Vision-and-Language and Embodied AI, especially in Vision-and-Language Navigation.

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Recent News

[Jul. 2024] One paper is accepted by ECCV 2024 and one is accepted by ACMMM 2024.

[Dec. 2023] I have been awarded the PhD degree and Dean's Commendation for Doctoral Thesis Excellence.

[Aug. 2023] I have been awarded ICCV 2023 Doctoral Consortium mentored by Prof. Judy Hoffman.

[Jul. 2023] Two papers are accepted by ICCV 2023.

[Dec. 2022] One paper is accepted by TPAMI.

[Mar. 2022] One paper is accepted by CVPR 2022.



Research

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Open-Nav: Exploring Zero-Shot Vision-and-Language Navigation in Continuous Environment with Open-Source LLMs
Yanyuan Qiao, Wenqi Lyu, Hui Wang, Zixu Wang, Zerui Li, Yuan Zhang, Mingkui Tan, Qi Wu
project / arxiv
clean-usnob VL-Mamba: Exploring State Space Models for Multimodal Learning
Yanyuan Qiao, Zheng Yu, Zijia Zhao, Sihan Chen, Mingzhen Sun, Longteng Guo, Qi Wu, Jing Liu
NeurIPS Workshop on Efficient Natural Language and Speech Processing, 2024
project / arxiv / code
clean-usnob MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation
Junyou Zhu, Yanyuan Qiao, Siqi Zhang, Xingjian He, Qi Wu, Jing Liu
arxiv
clean-usnob Effective Tuning Strategies for Generalist Robot Manipulation Policies
Wenbo Zhang, Yang Li, Yanyuan Qiao, Siyuan Huang, Jiajun Liu, Feras Dayoub, Xiao Ma, Lingqiao Liu
arxiv
clean-usnob MM-LDM: Multi-Modal Latent Diffusion Model for Sounding Video Generation
Mingzhen Sun, Weining Wang, Yanyuan Qiao, Jiahui Sun, Zihan Qin, Longteng Guo, Xinxin Zhu, Jing Liu
ACM Multimedia Conference (ACMMM), 2024
arxiv
clean-usnob Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models
Yue Zhang*, Ziqiao Ma*, Jialu Li*, Yanyuan Qiao*, Zun Wang*, Joyce Chai, Qi Wu, Mohit Bansal, Parisa Kordjamshidi (*equal contribution)
arxiv
clean-usnob Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition
Xiangyu Shi, Yanyuan Qiao, Qi Wu, Lingqiao Liu, Feras Dayoub
ECCV Workshop on ROAM, 2024
arxiv
clean-usnob LLM as Copilot for Coarse-grained Vision-and-Language Navigation
Yanyuan Qiao, Qianyi Liu, Jiajun Liu, Jing Liu, Qi Wu
European Conference on Computer Vision (ECCV), 2024
paper

clean-usnob
Multi-Modal Adapter for Medical Vision-and-Language Learning
Zheng Yu, Yanyuan Qiao, Yutong Xie, Qi Wu
International Workshop on Machine Learning in Medical Imaging (MLMI@MICCAI), 2023
paper

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March in Chat: Interactive Prompting for Remote Embodied Referring Expression
Yanyuan Qiao, Yuankai Qi, Zheng Yu, Jing Liu, Qi Wu
International Conference on Computer Vision (ICCV), 2023
paper / arxiv / code
clean-usnob VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation
Yanyuan Qiao, Zheng Yu, Qi Wu
International Conference on Computer Vision (ICCV), 2023
paper / arxiv / code
clean-usnob HOP+: History-Enhanced and Order-Aware Pre-Training for Vision-and-Language Navigation
Yanyuan Qiao, Yuankai Qi, Yicong Hong, Zheng Yu, Peng Wang, Qi Wu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
paper
clean-usnob HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation
Yanyuan Qiao, Yuankai Qi, Yicong Hong, Zheng Yu, Peng Wang, Qi Wu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
paper / arxiv / code
clean-usnob R-GAN: Exploring Human-like Way for Reasonable Text-to-Image Synthesis via Generative Adversarial Networks
Yanyuan Qiao, Qi Chen, Chaorui Deng, Ning Ding, Yuankai Qi, Mingkui Tan, Xincheng Ren, Qi Wu
ACM International Conference on Multimedia (ACMMM), 2021
paper
clean-usnob Referring Expression Comprehension: A Survey of Methods and Datasets
Yanyuan Qiao, Chaorui Deng, Qi Wu
IEEE Transactions on Multimedia (TMM), 2020
paper / arxiv
clean-usnob RANKVQA: Answer Re-ranking for Visual Question Answering
Yanyuan Qiao*, Zheng Yu*, Jing Liu (*equal contribution)
IEEE International Conference on Multimedia and Expo (ICME), 2020  (Oral)
paper
clean-usnob VC-VQA: Visual calibration mechanism for Visual Question Answering
Yanyuan Qiao*, Zheng Yu*, Jing Liu (*equal contribution)
IEEE International Conference on Image Processing (ICIP), 2020
paper
clean-usnob Improving Visual Question Answering Using Dropout and Enhanced Question Encoder
Zhiwei Fang, Jing Liu, Yong Li, Yanyuan Qiao, Qu Tang, Hanqing Lu
Pattern Recognition (PR), 2019
paper
clean-usnob Enhancing Visual Question Answering Using Dropout
Zhiwei Fang, Jing Liu, Yanyuan Qiao, Qu Tang, Yong Li, Hanqing Lu
ACM International Conference on Multimedia (ACM MM), 2018
paper