Lingqiao Liu

9.7k citations

105 papers · 4.7k indexed · 5 hit papers · h-index 32

Computer Vision and Pattern Recognition top 0.2%
Artificial Intelligence top 0.5%
Biomedical Engineering top 5%
Computer Networks and Communications top 2%
Aerospace Engineering top 5%

Co-authors: Chunhua Shen Anton van den Hengel Lei Wang Dong Gong Moussa Reda Mansour Svetha Venkatesh Budhaditya Saha Vuong Le
Topics: Domain Adaptation and Few-Shot Learning (36 papers)Advanced Image and Video Retrieval Techniques (28 papers)Multimodal Machine Learning Applications (22 papers)
Cited by: Computer Vision and Pattern Recognition Artificial Intelligence Media Technology
Journals: SHILAP Revista de lepidopterologíaIEEE Transactions on Pattern Analysis and Machine Intelligence ACS Applied Materials & Interfaces
Partner nations: Australia China United States

In The Last Decade

Lingqiao Liu

100 papers receiving 4.6k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

2019 1.0k citations Lingqiao Liu, Anton van den Hengel et al. profile →
What Value Do Explicit High Level Concepts Have in Vision to Language Problems?

2016 315 citations Chunhua Shen, Lingqiao Liu et al. Adelaide Research & Scholarship (AR&S) (University of Adelaide) profile →
In defense of soft-assignment coding

2011 305 citations Lingqiao Liu et al. Adelaide Research & Scholarship (AR&S) (University of Adelaide) profile →
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection

2022 154 citations Lingqiao Liu et al. profile →
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation

2023 109 citations Yinjie Lei, Lingqiao Liu et al. profile →

Peers

Countries citing papers authored by Lingqiao Liu

Since Specialization

Citations

This map shows the geographic impact of Lingqiao Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Lingqiao Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lingqiao Liu more than expected).

Fields of papers citing papers by Lingqiao Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lingqiao Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Lingqiao Liu. The network helps show where Lingqiao Liu may publish in the future.

Co-authorship network of co-authors of Lingqiao Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Lingqiao Liu. A scholar is included among the top collaborators of Lingqiao Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Lingqiao Liu. Lingqiao Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning 2025 ·IEEE Transactions on Neural Networks and Learning Systems ·(unknown),Guansong Pang,(unknown),Chenchen Jing,Yuling Xi,Lingqiao Liu,Hao Chen,Guoqiang Liang,Peng Wang	1
2	Generalizable Person Re-Identification From a 3D Perspective: Addressing Unpredictable Viewpoint Changes 2025 ·IEEE Transactions on Information Forensics and Security ·(unknown),Lingqiao Liu,(unknown),Dapeng Wu,Guosheng Lin,Peng Wang,Yanning Zhang	0
3	Challenges of Automating Interior Construction Progress Monitoring 2024 ·Journal of Construction Engineering and Management ·(unknown),Ruidong Chang,(unknown),Jian Zuo,Lingqiao Liu,Yilong Han	0
4	ReFs: A hybrid pre-training paradigm for 3D medical image segmentation 2023 ·Medical Image Analysis ·Yutong Xie,Jianpeng Zhang,Lingqiao Liu,(unknown),Yiwen Ye,Johan Verjans,Yong Xia	6
5	Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification 2023 ·IEEE Transactions on Image Processing ·Lin Wu,Lingqiao Liu,Yang Wang,Zheng Zhang,Farid Boussaïd,Mohammed Bennamoun,Xianghua Xie	24
6	A Generative Approach for Comprehensive Financial Event Extraction at the Document Level 2023 ·(unknown),(unknown),Yuankai Qi,(unknown),Lingqiao Liu,Qinfeng Shi	2
7	Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation 2023 ·(unknown),(unknown),Lingqiao Liu,(unknown),Qinfeng Shi	2
8	Computationally Efficient Dilated Convolutional Model for Melody Extraction 2022 ·IEEE Signal Processing Letters ·(unknown),Lingqiao Liu,Qinfeng Shi	2
9	Verbal-Person Nets: Pose-Guided Multi-Granularity Language-to-Person Generation 2022 ·IEEE Transactions on Neural Networks and Learning Systems ·Deyin Liu,Lin Wu,Feng Zheng,Lingqiao Liu,Meng Wang	25
10	Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model 2022 ·(unknown),(unknown),Lingqiao Liu,(unknown),Ehsan Abbasnejad,Qinfeng Shi	7
11	Don’t Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification 2021 ·(unknown),Lingqiao Liu,(unknown),Wei Zhang	37
12	Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation 2021 ·IEEE Transactions on Image Processing ·Duo Peng,Yinjie Lei,Lingqiao Liu,Pingping Zhang,Jun Liu	59
13	Effective Training of Convolutional Neural Networks With Low-Bitwidth Weights and Activations 2021 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Bohan Zhuang,Mingkui Tan,Jing Liu,Lingqiao Liu,Ian Reid,Chunhua Shen	24
14	Semi-Supervised Adversarial Learning for Attribute-Aware Photo Aesthetic Assessment 2021 ·IEEE Transactions on Multimedia ·(unknown),Qian Li,Lingqiao Liu,Guandong Xu	10
15	Feature Encoding With Autoencoders for Weakly Supervised Anomaly Detection 2021 ·IEEE Transactions on Neural Networks and Learning Systems ·Yingjie Zhou,(unknown),Yanru Zhang,(unknown),Ce Zhu,Lingqiao Liu	107
16	Where to Look and How to Describe: Fashion Image Retrieval With an Attentional Heterogeneous Bilinear Network 2020 ·IEEE Transactions on Circuits and Systems for Video Technology ·(unknown),Peng Wang,Lingqiao Liu,Hui Li,(unknown),Yanning Zhang	33
17	Towards Effective Deep Embedding for Zero-Shot Learning 2020 ·IEEE Transactions on Circuits and Systems for Video Technology ·Lei Zhang,Peng Wang,Lingqiao Liu,Chunhua Shen,Wei Wei,Yanning Zhang,Anton van den Hengel	56
18	Deep point-to-subspace metric learning for sketch-based 3D shape retrieval 2019 ·Pattern Recognition ·Yinjie Lei,(unknown),Pingping Zhang,Yulan Guo,(unknown),Lingqiao Liu	31
19	Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization 2019 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Yu Chen,Chunhua Shen,Hao Chen,Xiu-Shen Wei,Lingqiao Liu,Jian Yang	28
20	Towards Effective Low-Bitwidth Convolutional Neural Networks 2018 ·Adelaide Research & Scholarship (AR&S) (University of Adelaide) ·Bohan Zhuang,Chunhua Shen,Mingkui Tan,Lingqiao Liu,Ian Reid	147

About Lingqiao Liu

Lingqiao Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Human-Computer Interaction, having authored 105 papers that have together received 4.7k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (36 papers), Advanced Image and Video Retrieval Techniques (28 papers) and Multimodal Machine Learning Applications (22 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.9k citations), Artificial Intelligence (2.4k citations) and Media Technology (308 citations). Lingqiao Liu has collaborated with scholars based in Australia, China and United States. Frequent co-authors include Chunhua Shen, Anton van den Hengel, Lei Wang, Dong Gong, Moussa Reda Mansour, Svetha Venkatesh, Budhaditya Saha, Vuong Le, Ian Reid and Xinwang Liu. Their work appears in journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and ACS Applied Materials & Interfaces.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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