Xiaoxiao Li

3.3k total citations · 2 hit papers
53 papers, 1.4k citations indexed

About

Xiaoxiao Li is a scholar working on Artificial Intelligence, Cognitive Neuroscience and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Xiaoxiao Li has authored 53 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Artificial Intelligence, 13 papers in Cognitive Neuroscience and 10 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Xiaoxiao Li's work include Functional Brain Connectivity Studies (12 papers), Privacy-Preserving Technologies in Data (11 papers) and Advanced Graph Neural Networks (7 papers). Xiaoxiao Li is often cited by papers focused on Functional Brain Connectivity Studies (12 papers), Privacy-Preserving Technologies in Data (11 papers) and Advanced Graph Neural Networks (7 papers). Xiaoxiao Li collaborates with scholars based in Canada, United States and China. Xiaoxiao Li's co-authors include Nicha C. Dvornek, James S. Duncan, Pamela Ventola, Lawrence H. Staib, Juntang Zhuang, Yufeng Gu, Muhan Zhang, Yuan Zhou, Siyuan Gao and Dustin Scheinost and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and Analytical Chemistry.

In The Last Decade

Xiaoxiao Li

46 papers receiving 1.4k citations

Hit 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.

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

2021 351 citations Xiaoxiao Li, Yuan Zhou et al. Medical Image Analysis profile →
Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results

2020 268 citations Xiaoxiao Li, Yufeng Gu et al. Medical Image Analysis profile →

Peers

Countries citing papers authored by Xiaoxiao Li

Since Specialization

Citations

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

Fields of papers citing papers by Xiaoxiao Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaoxiao Li

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaoxiao Li. A scholar is included among the top collaborators of Xiaoxiao Li 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 Xiaoxiao Li. Xiaoxiao Li 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	Decentralized Model Selection for Test-Time Adaptation in Heterogeneous Connected Systems 2025 ·ACM Transactions on the Web ·Yao Du, Cyril Leung, Zehua Wang, Xiaoxiao Li, Victor C. M. Leung	0
2	Exploring Federated Unlearning: Review, Comparison, and Insights 2025 ·IEEE Network ·Yang Zhao, (unknown), (unknown), (unknown), Xiaoxiao Li, Dusit Niyato, H. Vincent Poor	0
3	Exposome-Scale Investigation of Cl-/Br-Containing Chemicals Using High-Resolution Mass Spectrometry, Multistage Machine Learning, and Cloud Computing 2025 ·Analytical Chemistry ·Tingting Zhao, (unknown), (unknown), (unknown), (unknown), (unknown), Zhiqiang Pang, Xiaoxiao Li, Jianguo Xia, (unknown), (unknown), Tao Huan	2
4	Advances and Open Challenges in Federated Foundation Models 2025 ·IEEE Communications Surveys & Tutorials ·Chao Ren, Han Yu, (unknown), (unknown), (unknown), (unknown), (unknown), Yulan Gao, Anran Li, Xiaoxiao Li, Zengxiang Li, Qiang Yang	5
5	FedDMC: Efficient and Robust Federated Learning via Detecting Malicious Clients 2024 ·IEEE Transactions on Dependable and Secure Computing ·(unknown), Ke Cheng, Yulong Shen, Xiaoxiao Li, (unknown), Tao Zhang, Xindi Ma	16
6	Mine yOur owN Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Chenyu You, (unknown), Fenglin Liu, Yifei Min, Nicha C. Dvornek, Xiaoxiao Li, David A. Clifton, Lawrence H. Staib, James S. Duncan	35
7	GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype 2024 ·(unknown), (unknown), (unknown), (unknown), (unknown), Xiaoxiao Li	4
8	CCSI: Continual Class-Specific Impression for data-free class incremental learning 2024 ·Medical Image Analysis ·(unknown), Teresa S.M. Tsang, Purang Abolmaesumi, Xiaoxiao Li	3
9	BUDDY: molecular formula discovery via bottom-up MS/MS interrogation 2023 ·Nature Methods ·Shipei Xing, (unknown), (unknown), Xiaoxiao Li, Tao Huan	39
10	Backdoor attack and defense in federated generative adversarial network-based medical image synthesis 2023 ·Medical Image Analysis ·(unknown), Xiaoxiao Li	13
11	Quasi-Cyclic Perfect Codes in Doob Graphs and Special Partitions of Galois Rings 2023 ·IEEE Transactions on Information Theory ·Minjia Shi, Xiaoxiao Li, Denis S. Krotov, Ferruh Özbudak	1
12	Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging 2023 ·IEEE Transactions on Neural Networks and Learning Systems ·Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang	20
13	BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis breakdown → 2021 ·Medical Image Analysis ·Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang, Dustin Scheinost, Lawrence H. Staib, Pamela Ventola, James S. Duncan	351
14	Graph embedding using Infomax for ASD classification and brain functional difference detection 2020 ·PubMed ·Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan	12
15	Efficient Shapley Explanation for Features Importance Estimation Under Uncertainty 2020 ·Lecture notes in computer science ·Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Yufeng Gu, Pamela Ventola, James S. Duncan	25
16	Invertible Network for Classification and Biomarker Selection for ASD 2019 ·Lecture notes in computer science ·Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan	18
17	Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI 2019 ·Lecture notes in computer science ·Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, James S. Duncan	22
18	Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery 2019 ·Lecture notes in computer science ·Xiaoxiao Li, Nicha C. Dvornek, (unknown), Juntang Zhuang, Pamela Ventola, James S. Duncan	18
19	Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI 2018 ·Lecture notes in computer science ·Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan	51
20	2-Channel convolutional 3D deep neural network (2CC3D) for fMRI analysis: ASD classification and feature learning 2018 ·PubMed ·Xiaoxiao Li, Nicha C. Dvornek, Xenophon Papademetris, Juntang Zhuang, Lawrence H. Staib, Pamela Ventola, James S. Duncan	42

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.

Explore authors with similar magnitude of impact