Gan Sun

2.5k citations

68 papers · 1.7k · h-index 24

Impact in

Computer Vision and Pattern Recognition top 1%
- Multimodal Machine Learning Applications
- Video Surveillance and Tracking Methods
- Advanced Neural Network Applications
- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
- Human Pose and Action Recognition
Artificial Intelligence top 1%
- Domain Adaptation and Few-Shot Learning
- Privacy-Preserving Technologies in Data

Papers in

Computer Vision and Pattern Recognition 52
- Multimodal Machine Learning Applications 13
- Human Pose and Action Recognition 11
- Advanced Neural Network Applications 9
- Video Surveillance and Tracking Methods 9
- Face recognition and analysis 6
Artificial Intelligence 30
- Domain Adaptation and Few-Shot Learning 24

Co-authors: Yang Cong (46 shared papers)Jiahua Dong (26 shared papers)Zhengming Ding (9 shared papers)Qiang Wang (7 shared papers)Xiaowei Xu (9 shared papers)Bineng Zhong (4 shared papers)Zhen Fang (2 shared papers)Yun Fu (8 shared papers)
Journals: IEEE Transactions on Image Processing (9 papers)IEEE Transactions on Circuits and Systems for Video Technology (6 papers)IEEE Transactions on Neural Networks and Learning Systems (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (4 papers)Pattern Recognition (3 papers)
Partner nations: China United States Hong Kong

In The Last Decade

Gan Sun

66 papers receiving 1.7k citations

Peers

Countries citing papers authored by Gan Sun

Since Specialization

Citations

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

Fields of papers citing papers by Gan Sun

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Gan Sun, 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 Gan Sun Line = papers co-authored together Gan Sun 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 68 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Data Poisoning Attacks on Federated Machine Learning IEEE Internet of Things Journal ·Gan Sun, Yang Cong, Jiahua Dong, Qiang Wang, Lingjuan Lyu, Ji Liu	2021	176
2	Federated Class-Incremental Learning 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu	2022	124
3	Where and How to Transfer: Knowledge Aggregation-Induced Transferability Perception for Unsupervised Domain Adaptation IEEE Transactions on Pattern Analysis and Machine Intelligence ·Jiahua Dong, Yang Cong, Gan Sun, Zhen Fang, Zhengming Ding	2021	119
4	What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong, Yang Cong, Gan Sun, Bineng Zhong, Xiaowei Xu	2020	115
5	What and How: Generalized Lifelong Spectral Clustering via Dual Memory IEEE Transactions on Pattern Analysis and Machine Intelligence ·Gan Sun, Yang Cong, Jiahua Dong, Yuyang Liu, Zhengming Ding, Haibin Yu	2021	83
6	Fine-Grained Spatial Alignment Model for Person Re-Identification With Focal Triplet Loss IEEE Transactions on Image Processing ·Qinqin Zhou, Bineng Zhong, Xiangyuan Lan, Gan Sun, Yulun Zhang, Baochang Zhang, Rongrong Ji	2020	65
7	Representative Task Self-Selection for Flexible Clustered Lifelong Learning IEEE Transactions on Neural Networks and Learning Systems ·Gan Sun, Yang Cong, Qianqian Wang, Bineng Zhong, Yun Fu	2020	53
8	Adaptive Greedy Dictionary Selection for Web Media Summarization IEEE Transactions on Image Processing ·Yang Cong, Ji Liu, Gan Sun, Quanzeng You, Yuncheng Li, Jiebo Luo	2016	48
9	iCmSC: Incomplete Cross-Modal Subspace Clustering IEEE Transactions on Image Processing ·Qianqian Wang, Huanhuan Lian, Gan Sun, Quanxue Gao, Licheng Jiao	2020	48
10	Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis Proceedings of the AAAI Conference on Artificial Intelligence ·Quanxue Gao, Huanhuan Lian, Qianqian Wang, Gan Sun	2020	45
11	Accurate and Fast Image Denoising via Attention Guided Scaling IEEE Transactions on Image Processing ·Yulun Zhang, Kunpeng Li, Kai Li, Gan Sun, Yu Kong, Yun Fu	2021	38
12	Laplacian pyramid adversarial network for face completion Pattern Recognition ·Qiang Wang, Huijie Fan, Gan Sun, Yang Cong, Yandong Tang	2018	38
13	Continual Multiview Task Learning via Deep Matrix Factorization IEEE Transactions on Neural Networks and Learning Systems ·Gan Sun, Yang Cong, Yulun Zhang, Guoshuai Zhao, Yun Fu	2020	37
14	Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong, Yang Cong, Gan Sun, Dongdong Hou	2019	37
15	Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation IEEE Transactions on Circuits and Systems for Video Technology ·Jiahua Dong, Yang Cong, Gan Sun, Yunsheng Yang, Xiaowei Xu, Zhengming Ding	2020	36
16	Joint Household Characteristic Prediction via Smart Meter Data IEEE Transactions on Smart Grid ·Gan Sun, Yang Cong, Dongdong Hou, Huijie Fan, Xiaowei Xu, Haibin Yu	2017	33
17	No One Left Behind: Real-World Federated Class-Incremental Learning IEEE Transactions on Pattern Analysis and Machine Intelligence ·Jiahua Dong, Hongliu Li, Yang Cong, Gan Sun, Yulun Zhang, Luc Van Gool	2023	33
18	Environment Driven Underwater Camera-IMU Calibration for Monocular Visual-Inertial SLAM Changjun Gu, Yang Cong, Gan Sun	2019	31
19	Recurrent Generative Adversarial Network for Face Completion IEEE Transactions on Multimedia ·Qiang Wang, Huijie Fan, Gan Sun, Weihong Ren, Yandong Tang	2020	30
20	Lifelong Metric Learning IEEE Transactions on Cybernetics ·Gan Sun, Yang Cong, Ji Liu, Lianqing Liu, Xiaowei Xu, Haibin Yu	2018	27

About Gan Sun

Gan Sun is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Computational Mechanics and Radiology, Nuclear Medicine and Imaging, having authored 68 papers that have together received 1.7k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (24 papers), Multimodal Machine Learning Applications (13 papers), Human Pose and Action Recognition (11 papers), Advanced Neural Network Applications (9 papers), Video Surveillance and Tracking Methods (9 papers), Robotics and Sensor-Based Localization (8 papers), Sparse and Compressive Sensing Techniques (6 papers) and Face recognition and analysis (6 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (892 citations), Artificial Intelligence (925 citations), Media Technology (119 citations), Signal Processing (101 citations) and Human-Computer Interaction (38 citations). Gan Sun has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Yang Cong, Jiahua Dong, Zhengming Ding, Qiang Wang, Xiaowei Xu, Bineng Zhong, Zhen Fang, Yun Fu, Ji Liu and Yulun Zhang. Their work appears in journals such as IEEE Transactions on Image Processing, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence and Pattern Recognition.

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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Gan Sun

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About Gan Sun

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