Dalian Liu

916 citations

41 papers · 590 · h-index 14

Impact in

Computer Vision and Pattern Recognition top 5%
- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
Artificial Intelligence top 5%
- Text and Document Classification Technologies
- Machine Learning and ELM
- Domain Adaptation and Few-Shot Learning
- Imbalanced Data Classification Techniques

Papers in

Computer Vision and Pattern Recognition 24
- Face and Expression Recognition 17
Artificial Intelligence 24
- Machine Learning and ELM 9
- Text and Document Classification Technologies 8
- Imbalanced Data Classification Techniques 4
- Domain Adaptation and Few-Shot Learning 3

Co-authors: Yingjie Tian (19 shared papers)Guoqiang Wu (3 shared papers)Jingjing Tang (6 shared papers)Yong Shi (5 shared papers)Gang Kou (3 shared papers)Dewei Li (2 shared papers)Yiwei He (2 shared papers)Xiankai Huang (1 shared paper)
Journals: Neural Networks (4 papers)Knowledge-Based Systems (3 papers)Neurocomputing (2 papers)Information Sciences (2 papers)Neural Computing and Applications (2 papers)
Partner nations: China United States South Korea

In The Last Decade

Dalian Liu

35 papers receiving 579 citations

Peers

Countries citing papers authored by Dalian Liu

Since Specialization

Citations

This map shows the geographic impact of Dalian 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 Dalian Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dalian Liu more than expected).

Fields of papers citing papers by Dalian Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dalian 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 Dalian Liu. The network helps show where Dalian Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Dalian Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Dalian Liu Line = papers co-authored together Dalian Liu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 41 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Joint Ranking SVM and Binary Relevance with robust Low-rank learning for multi-label classification Neural Networks ·Guoqiang Wu, Ruobing Zheng, Yingjie Tian, Dalian Liu	2019	89
2	Survey and experimental study on metric learning methods Neural Networks ·Dalian Liu, Yingjie Tian	2018	70
3	Ramp loss nonparallel support vector machine for pattern classification Knowledge-Based Systems ·Dalian Liu, Yong Shi, Yingjie Tian	2015	49
4	Multi-view learning based on nonparallel support vector machine Knowledge-Based Systems ·Jingjing Tang, Dewei Li, (unknown), Dalian Liu	2018	43
5	Coupling privileged kernel method for multi-view learning Information Sciences ·Jingjing Tang, (unknown), Dalian Liu, Gang Kou	2018	40
6	Cost-sensitive multi-label learning with positive and negative label pairwise correlations Neural Networks ·Guoqiang Wu, (unknown), Dalian Liu	2018	39
7	Improved multi-view privileged support vector machine Neural Networks ·Jingjing Tang, Yingjie Tian, Xiaohui Liu, Dalian Liu, Jia Lv, Gang Kou	2018	35
8	Ramp loss least squares support vector machine Journal of Computational Science ·Dalian Liu, Yong Shi, Yingjie Tian, Xiankai Huang	2016	35
9	Coupling loss and self-used privileged information guided multi-view transfer learning Information Sciences ·Jingjing Tang, Yiwei He, Yingjie Tian, Dalian Liu, Gang Kou, Fawaz E. Alsaadi	2020	25
10	Multi-view transfer learning with privileged learning framework Neurocomputing ·Yiwei He, (unknown), Dalian Liu	2019	21
11	ν-Nonparallel support vector machine for pattern classification Neural Computing and Applications ·Yingjie Tian, Qin Zhang, Dalian Liu	2014	18
12	Sports Motion Recognition Using MCMR Features Based on Interclass Symbolic Distance International Journal of Distributed Sensor Networks ·Yu Wei, Libin Jiao, Shenling Wang, Rongfang Bie, Yinfeng Chen, Dalian Liu	2016	16
13	Global and local metric learning via eigenvectors Knowledge-Based Systems ·Dalian Liu, Yingjie Tian	2016	16
14	Adaptive FH-SVM for Imbalanced Classification IEEE Access ·Qi Wang, Yingjie Tian, Dalian Liu	2019	16
15	Nonparallel Hyperplanes Support Vector Machine for Multi-class Classification Procedia Computer Science ·Xuchan Ju, Yingjie Tian, Dalian Liu, Zhiquan Qi	2015	10
16	Self-Universum support vector machine Personal and Ubiquitous Computing ·Dalian Liu, Yingjie Tian, Rongfang Bie, Yong Shi	2014	10
17	Structural improved regular simplex support vector machine for multiclass classification Applied Soft Computing ·Long Tang, (unknown), Dalian Liu, Pãnos M. Pardalos	2020	8
18	Semi-supervised support vector classification with self-constructed Universum Neurocomputing ·Yingjie Tian, Ying Zhang, Dalian Liu	2015	8
19	Nonparallel Support Vector Machines for Multiple-Instance Learning Procedia Computer Science ·Qin Zhang, Yingjie Tian, Dalian Liu	2013	6
20	Improved least squares support vector machine based on metric learning Neural Computing and Applications ·Dalian Liu, Yingjie Tian	2016	5

About Dalian Liu

Dalian Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Control and Systems Engineering, Signal Processing and Media Technology, having authored 41 papers that have together received 590 indexed citations. Recurring topics across this work include Face and Expression Recognition (17 papers), Advanced Algorithms and Applications (9 papers), Machine Learning and ELM (9 papers), Text and Document Classification Technologies (8 papers), Imbalanced Data Classification Techniques (4 papers), Remote Sensing and Land Use (3 papers), Domain Adaptation and Few-Shot Learning (3 papers) and Remote-Sensing Image Classification (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (322 citations), Artificial Intelligence (377 citations), Media Technology (66 citations), Computational Mathematics (3 citations) and Control and Systems Engineering (65 citations). Dalian Liu has collaborated with scholars based in China, United States and South Korea. Frequent co-authors include Yingjie Tian, Guoqiang Wu, Jingjing Tang, Yong Shi, Gang Kou, Dewei Li, Yiwei He, Xiankai Huang, Qin Zhang and Jia Lv. Their work appears in journals such as Neural Networks, Knowledge-Based Systems, Neurocomputing, Information Sciences and Neural Computing and Applications.

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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Dalian Liu

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Fields of papers citing papers by Dalian Liu

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About Dalian Liu

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