Gan Sun

2.6k citations

71 papers · 1.9k · 1 hit paper · h-index 26

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
Artificial Intelligence top 1%
- Domain Adaptation and Few-Shot Learning
- Privacy-Preserving Technologies in Data
- Adversarial Robustness in Machine Learning

Papers in

Computer Vision and Pattern Recognition 55
- Multimodal Machine Learning Applications 15
- Human Pose and Action Recognition 11
- Advanced Neural Network Applications 10
- Video Surveillance and Tracking Methods 9
- Face recognition and analysis 6
Artificial Intelligence 32
- Domain Adaptation and Few-Shot Learning 26

Co-authors: Yang Cong (48 shared papers)Jiahua Dong (27 shared papers)Xiaowei Xu (10 shared papers)Qiang Wang (7 shared papers)Zhengming Ding (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 Pattern Analysis and Machine Intelligence (4 papers)IEEE Transactions on Neural Networks and Learning Systems (4 papers)IEEE Transactions on Multimedia (3 papers)
Partner nations: China United States Hong Kong

In The Last Decade

Gan Sun

69 papers receiving 1.9k citations

Gan Sun's Hit Papers

align trajectories log scale

Federated Class-Incremental Learning 2022 · 140 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2022 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

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 71 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	198
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 Hit paper breakdown →	2022	140
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	126
4	What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong, Yang Cong, Gan Sun, Bineng Zhong, Xiaowei Xu	2020	124
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	66
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	54
8	iCmSC: Incomplete Cross-Modal Subspace Clustering IEEE Transactions on Image Processing ·(unknown), Huanhuan Lian, Gan Sun, Quanxue Gao, Licheng Jiao	2020	52
9	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	48
10	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
11	Laplacian pyramid adversarial network for face completion Pattern Recognition ·Qiang Wang, Huijie Fan, Gan Sun, Yang Cong, Yandong Tang	2018	40
12	Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong, Yang Cong, Gan Sun, Dongdong Hou	2019	39
13	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
14	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	38
15	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	38
16	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
17	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	34
18	Recurrent Generative Adversarial Network for Face Completion IEEE Transactions on Multimedia ·Qiang Wang, Huijie Fan, Gan Sun, Weihong Ren, Yandong Tang	2020	32
19	Dual Relation Semi-Supervised Multi-Label Learning Proceedings of the AAAI Conference on Artificial Intelligence ·Lichen Wang, Yunyu Liu, Can Qin, Gan Sun, Yun Fu	2020	32
20	Environment Driven Underwater Camera-IMU Calibration for Monocular Visual-Inertial SLAM Changjun Gu, Yang Cong, Gan Sun	2019	32

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 71 papers that have together received 1.9k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (26 papers), Multimodal Machine Learning Applications (15 papers), Human Pose and Action Recognition (11 papers), Advanced Neural Network Applications (10 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 (955 citations), Artificial Intelligence (1.0k citations), Media Technology (121 citations), Signal Processing (107 citations) and Human-Computer Interaction (39 citations). Gan Sun has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Yang Cong, Jiahua Dong, Xiaowei Xu, Qiang Wang, Zhengming Ding, 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 Pattern Analysis and Machine Intelligence, IEEE Transactions on Neural Networks and Learning Systems and IEEE Transactions on Multimedia.

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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All Works

About Gan Sun

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