Xiaojun Chang

19.6k total citations · 10 hit papers
290 papers, 12.7k citations indexed

About

Xiaojun Chang is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Xiaojun Chang has authored 290 papers receiving a total of 12.7k indexed citations (citations by other indexed papers that have themselves been cited), including 202 papers in Computer Vision and Pattern Recognition, 131 papers in Artificial Intelligence and 17 papers in Signal Processing. Recurrent topics in Xiaojun Chang's work include Multimodal Machine Learning Applications (68 papers), Advanced Image and Video Retrieval Techniques (53 papers) and Domain Adaptation and Few-Shot Learning (50 papers). Xiaojun Chang is often cited by papers focused on Multimodal Machine Learning Applications (68 papers), Advanced Image and Video Retrieval Techniques (53 papers) and Domain Adaptation and Few-Shot Learning (50 papers). Xiaojun Chang collaborates with scholars based in China, Australia and United States. Xiaojun Chang's co-authors include Yi Yang, Feiping Nie, Zhihui Li, Chengqi Zhang, Alexander G. Hauptmann, Shirui Pan, Po-Yao Huang, Lina Yao, Guodong Long and Xiaodan Liang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, PLANT PHYSIOLOGY and Scientific Reports.

In The Last Decade

Xiaojun Chang

272 papers receiving 12.5k 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.

Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks

2020 1.0k citations Shirui Pan, Xiaojun Chang et al. profile →
A Survey of Deep Active Learning

2021 628 citations Pengzhen Ren, Yun Xiao et al. profile →
A Comprehensive Survey of Neural Architecture Search

2021 346 citations Pengzhen Ren, Yun Xiao et al. profile →
Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization

2014 313 citations Yi Yang, Zhigang Ma et al. profile →
A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition

2019 312 citations Kaixuan Chen, Lina Yao et al. IEEE Transactions on Neural Networks and Learning Systems profile →
Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition

2019 298 citations Dalin Zhang, Lina Yao et al. IEEE Transactions on Cybernetics profile →
Semantic Pooling for Complex Event Analysis in Untrimmed Videos

2016 290 citations Xiaojun Chang, Yi Yang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Self-Supervised Deep Correlation Tracking

2020 231 citations Xiaojun Chang et al. IEEE Transactions on Image Processing profile →
A Comprehensive Survey of Scene Graphs: Generation and Application

2021 202 citations Xiaojun Chang, Pengzhen Ren et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking

2022 127 citations Xiaojun Chang, Zhihui Li et al. ACM Transactions on Multimedia Computing Communications and Applications profile →

Peers

Countries citing papers authored by Xiaojun Chang

Since Specialization

Citations

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

Fields of papers citing papers by Xiaojun Chang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaojun Chang

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaojun Chang. A scholar is included among the top collaborators of Xiaojun Chang 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 Xiaojun Chang. Xiaojun Chang 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	A benchmark for cycling close pass detection from video streams 2025 ·Transportation Research Part C Emerging Technologies ·(unknown), Ben Beck, (unknown), (unknown), (unknown), Akansel Cosgun, Xiaojun Chang, Dana Kulić	0
2	A Static-Dynamic Composition Framework for Efficient Action Recognition 2025 ·IEEE Transactions on Neural Networks and Learning Systems ·Xu Chen, (unknown), Changlin Li, Xiaojun Chang, Yifan Sun, Yi Yang	1
3	A multi-scale graph convolutional network with contrastive-learning enhanced self-attention pooling for intelligent fault diagnosis of gearbox 2024 ·Measurement ·Zixu Chen, Jinchen Ji, Wennian Yu, Qing Ni, Guoliang Lu, Xiaojun Chang	21
4	Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), Minnan Luo, (unknown), Guang Dai, Xiaojun Chang, Jingdong Wang	5
5	Disentangled Representation Learning With Transmitted Information Bottleneck 2024 ·IEEE Transactions on Circuits and Systems for Video Technology ·(unknown), Minnan Luo, (unknown), Guang Dai, Jihong Wang, Xiaojun Chang, Jingdong Wang	2
6	In-Context Learning for Zero-shot Medical Report Generation 2024 ·(unknown), Mingjie Li, Shen Zhao, Ling Chen, Xiaojun Chang, Lina Yao	4
7	Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition 2024 ·ACM Transactions on Multimedia Computing Communications and Applications ·Yao Liu, (unknown), (unknown), Xiaojun Chang, Lina Yao	1
8	Multiview Latent Structure Learning: Local structure-guided cross-view discriminant analysis 2023 ·Knowledge-Based Systems ·(unknown), Xiaowei Zhao, (unknown), Xiaojun Chang, (unknown), (unknown)	3
9	Vision Language Navigation with Knowledge-driven Environmental Dreamer 2023 ·Monash University Research Portal (Monash University) ·Fengda Zhu, Vincent C. S. Lee, Xiaojun Chang, Xiaodan Liang	0
10	Adaptive Manifold Graph representation for Two-Dimensional Discriminant Projection 2023 ·Knowledge-Based Systems ·(unknown), Xiaowei Zhao, Yun Xiao, Xiaojun Chang, Zhihui Li, (unknown)	2
11	3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation 2023 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, (unknown), Xiaojun Chang, Hang Xu	5
12	Dynamic Slimmable Denoising Network 2023 ·IEEE Transactions on Image Processing ·Zutao Jiang, Changlin Li, Xiaojun Chang, Ling Chen, Jihua Zhu, Yi Yang	13
13	TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection 2022 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Zhihui Li, Lina Yao, Alex Hauptmann	99
14	Dynamic Slimmable Network 2021 ·Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang	84
15	Person Search Challenges and Solutions: A Survey 2021 ·Monash University Research Portal (Monash University) ·(unknown), Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann	9
16	Attribute-Modulated Generative Meta Learning for Zero-Shot Learning 2021 ·IEEE Transactions on Multimedia ·Yun Li, Zhe Liu, Lina Yao, Xiaojun Chang	27
17	Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement 2020 ·Monash University Research Portal (Monash University) ·Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Zongyuan Ge, Steven W. Su	16
18	One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting 2020 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Chuan Zhou, Zongyuan Ge, Steven W. Su	49
19	Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition breakdown → 2019 ·IEEE Transactions on Cybernetics ·Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang, Xiaojun Chang, Yunhao Liu	298
20	Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features 2018 ·IEEE Transactions on Cybernetics ·Kun Zhan, Xiaojun Chang, (unknown), Ling Chen, Zhigang Ma, Yi Yang	41

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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