Lexing Xie

7.6k citations

125 papers · 4.4k indexed · 3 hit papers · h-index 30

Computer Vision and Pattern Recognition top 0.5%
- Video Analysis and Summarization 40
- Advanced Image and Video Retrieval Techniques 26
- Image Retrieval and Classification Techniques 22
- Multimodal Machine Learning Applications 13
- Data Visualization and Analytics 9
Signal Processing top 1%
- Music and Audio Processing 17
Information Systems top 0.5%
Communication top 1%
Artificial Intelligence top 0.5%
Statistical and Nonlinear Physics
- Complex Network Analysis Techniques 22
- Opinion Dynamics and Social Influence 9

Co-authors: Scott Sanner Shih‐Fu Chang Aditya Krishna Menon Apostol Natsev Ajay Divakaran Huifang Sun Hari Sundaram Wray Buntine
Cited by: Computer Vision and Pattern Recognition Signal Processing Information Systems
Partner nations: Australia United States China

In The Last Decade

Lexing Xie

121 papers receiving 4.2k citations

Hit Papers

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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.

2015 AutoRec
2013 Improving LDA topic models for microblogs via tweet pooling and automatic labeling
2012 Social media use by government: From the routine to the critical

Peers

Countries citing papers authored by Lexing Xie

Since Specialization

Citations

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

Fields of papers citing papers by Lexing Xie

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Lexing Xie, 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 Lexing Xie Line = papers co-authored together Lexing Xie links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	A comprehensive review of federated learning for multi-center medical data Shanfeng Zhu,Wen Tang,Yuting Xie,Lexing Xie	2025	1
2	Learning k-Determinantal Point Processes for Personalized Ranking Yuli Liu,Christian Walder,Lexing Xie	2024	2
3	Measuring Moral Dimensions in Social Media with Mformer Tuan Dung Nguyen,Ziyu Chen,Nicholas George Carroll,Alasdair Tran,Colin Klein,Lexing Xie	2024	5
4	Thioredoxin1 Binding Metastasis-Associated Lung Adenocarcinoma Transcript 1 Attenuates Inflammation and Apoptosis after Intracerebral Hemorrhage Ru Chen,Qi Xie,Lexing Xie,Jiacheng Huang,Linlin Hu,Hui Lü,Peixia Shi,Qian He,Qin Zhang,Chang‐Xiong Gong,Shuang Zhang,Bingqiao Wang,Guoqiang Yang,Qingwu Yang	2023	2
5	A longitudinal study of topic classification on Twitter Mohamed Reda Bouadjenek,Scott Sanner,Zahra Iman,Lexing Xie,Daniel Xiaoliang Shi	2022	3
6	Single-cell RNA sequencing of peripheral blood reveals that monocytes with high cathepsin S expression aggravate cerebral ischemia–reperfusion injury Lexing Xie,Shuang Zhang,Li Huang,Zhouzhou Peng,Hui Lü,Qian He,Ru Chen,Lin‐Lin Hu,Bingqiao Wang,Baoliang Sun,Qingwu Yang,Qi Xie	2022	31
7	A20/Nrdp1 interaction alters the inflammatory signaling profile by mediating K48- and K63-linked polyubiquitination of effectors MyD88 and TBK1 Zhaoyou Meng,Rui‐Hua Xu,Lexing Xie,Yutong Wu,Qian He,Pan Gao,Xiaohui He,Qiong Chen,Qi Xie,Jiqiang Zhang,Qingwu Yang	2021	15
8	Holo-UNet: hologram-to-hologram neural network restoration for high fidelity low light quantitative phase imaging of live cells Zhiduo Zhang,Yujie Zheng,Tienan Xu,Avinash Upadhya,Yean Jin Lim,A. P. Mathews,Lexing Xie,Woei Ming Lee	2020	22
9	Prdx1 Reduces Intracerebral Hemorrhage-Induced Brain Injury via Targeting Inflammation- and Apoptosis-Related mRNA Stability Guoqiang Yang,Jiacheng Huang,Junjie Yuan,Qin Zhang,Chang‐Xiong Gong,Qiong Chen,Qi Xie,Lexing Xie,Ru Chen,Zhongming Qiu,Kai Zhou,Rui‐Hua Xu,Guohui Jiang,Xiao‐Yi Xiong,Qingwu Yang	2020	20
10	Age-related CCL12 Aggravates Intracerebral Hemorrhage-induced Brain Injury via Recruitment of Macrophages and T Lymphocytes Jiacheng Huang,Guoqiang Yang,Xiao‐Yi Xiong,Maolin Wang,Junjie Yuan,Qin Zhang,Chang‐Xiong Gong,Zhongming Qiu,Zhaoyou Meng,Rui‐Hua Xu,Qiong Chen,Ru Chen,Lexing Xie,Qi Xie,Wenjie Zi,Guohui Jiang,Yu Zhou,Qingwu Yang	2020	23
11	Noise reduction in ultra-low light digital holographic microscopy using neural networks Zhiduo Zhang,Woei Ming Lee,Lexing Xie,A. P. Mathews,Xuefei He	2019	2
12	Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks Swapnil Mishra,Marian-Andrei Rizoiu,Lexing Xie	2018	14
13	A little competition never hurt anyone's relevance assessments Yuan Jin,Mark Carman,Lexing Xie	2016	2
14	Social collaborative filtering for cold-start recommendations Suvash Sedhain,Scott Sanner,Darius Braziunas,Lexing Xie,Jordan Christensen	2014	81
15	Improving LDA topic models for microblogs via tweet pooling and automatic labelingbreakdown → Rishabh Mehrotra,Scott Sanner,Wray Buntine,Lexing Xie	2013	321
16	Tracking Large-Scale Video Remix in Real-World Events Lexing Xie,Apostol Natsev,Xuming He,John R. Kender,Matthew Hill,John R. Smith	2013	9
17	Content is dead Lexing Xie,David A. Shamma,Cees G. M. Snoek	2012	1
18	IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System Matthew Hill,Gang Hua,Apostol Natsev,John R. Smith,Lexing Xie,Bert Huang,Michele Merler,Hua Ouyang,Mingyuan Zhou	2010	15
19	How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media? Munmun De Choudhury,Yu-Ru Lin,Hari Sundaram,K. Selçuk Candan,Lexing Xie,Aisling Kelliher	2010	153
20	IBM Research TRECVID-2008 Video Retrieval System Apostol Natsev,John R. Smith,Jelena Tešić,Lexing Xie,Rong Yan,Wei Jiang,Michele Merler	2008	19

About Lexing Xie

Lexing Xie is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Statistical and Nonlinear Physics, having authored 125 papers that have together received 4.4k indexed citations. Recurring topics across this work include Video Analysis and Summarization (40 papers), Advanced Image and Video Retrieval Techniques (26 papers), Image Retrieval and Classification Techniques (22 papers), Complex Network Analysis Techniques (22 papers), Music and Audio Processing (17 papers), Multimodal Machine Learning Applications (13 papers), Data Visualization and Analytics (9 papers) and Opinion Dynamics and Social Influence (9 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.1k citations), Signal Processing (653 citations) and Information Systems (1.2k citations). Lexing Xie has collaborated with scholars based in Australia, United States and China. Frequent co-authors include Scott Sanner, Shih‐Fu Chang, Aditya Krishna Menon, Apostol Natsev, Ajay Divakaran, Huifang Sun, Hari Sundaram, Wray Buntine, Rishabh Mehrotra and A. P. Mathews.

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