Linli Xu

3.5k total citations · 1 hit paper
62 papers, 2.2k citations indexed

About

Linli Xu is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics. According to data from OpenAlex, Linli Xu has authored 62 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Artificial Intelligence, 28 papers in Computer Vision and Pattern Recognition and 8 papers in Computational Mechanics. Recurrent topics in Linli Xu's work include Topic Modeling (15 papers), Natural Language Processing Techniques (12 papers) and Sparse and Compressive Sensing Techniques (8 papers). Linli Xu is often cited by papers focused on Topic Modeling (15 papers), Natural Language Processing Techniques (12 papers) and Sparse and Compressive Sensing Techniques (8 papers). Linli Xu collaborates with scholars based in China, Canada and United States. Linli Xu's co-authors include Enhong Chen, Junyuan Xie, Dale Schuurmans, James Neufeld, Junliang Guo, Koby Crammer, Tie‐Yan Liu, Tao Qin, Wenye Li and Xu Tan and has published in prestigious journals such as IEEE Access, Neurocomputing and Machine Learning.

In The Last Decade

Linli Xu

57 papers receiving 2.1k 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.

Image Denoising and Inpainting with Deep Neural Networks

2012 763 citations Junyuan Xie, Linli Xu et al. Neural Information Processing Systems profile →

Peers

Countries citing papers authored by Linli Xu

Since Specialization

Citations

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

Fields of papers citing papers by Linli Xu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Linli Xu

This figure shows the co-authorship network connecting the top 25 collaborators of Linli Xu. A scholar is included among the top collaborators of Linli Xu 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 Linli Xu. Linli Xu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Visual Hallucination Elevates Speech Recognition 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Fang Zhang, (unknown), Xiangxiang Wang, (unknown), (unknown), Linli Xu	0
2	Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction 2024 ·(unknown), Yongxin Zhu, Kai Zheng, Bing Liu, (unknown), Deqiang Jiang, Linli Xu	2
3	Communication-efficient clustered federated learning via model distance 2024 ·Machine Learning ·(unknown), Tie Zhang, (unknown), (unknown), (unknown), Deqiang Jiang, Linli Xu	2
4	Bridging Gaps in Content and Knowledge for Multimodal Entity Linking 2024 ·(unknown), Tong Xu, (unknown), (unknown), Linli Xu, Minglei Li, Enhong Chen	2
5	Multi-Grained Multimodal Interaction Network for Entity Linking 2023 ·(unknown), Tong Xu, (unknown), Chen Zhu, Linli Xu, Enhong Chen	7
6	Automated Classification of Auroral Images with Deep Neural Networks 2023 ·Universe ·(unknown), Zhonghua Yao, Jian Liu, Linli Xu, (unknown), Binzheng Zhang, Ruilong Guo, Yong Wei	5
7	A two-stage enhancement network with optimized effective receptive field for speckle image reconstruction 2022 ·Multimedia Tools and Applications ·Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen	1
8	A New Privacy Protection Approach Based on K-Anonymity for Location-Based Cloud Services 2021 ·Journal of Circuits Systems and Computers ·(unknown), Linli Xu, (unknown), Huanhuan Zhang, Gongxuan Zhang	11
9	An Efficient CNN to Realize Speckle Correlation Imaging Based on Cloud-Edge for Cyber-Physical-Social-System 2020 ·IEEE Access ·Linli Xu, Jing Han, (unknown), Lianfa Bai	2
10	Incorporating BERT into Parallel Sequence Decoding with Adapters 2020 ·Neural Information Processing Systems ·Junliang Guo, Zhirui Zhang, Linli Xu, Haoran Wei, Boxing Chen, Enhong Chen	9
11	Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation 2020 ·Junliang Guo, Linli Xu, Enhong Chen	35
12	Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation 2020 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie‐Yan Liu	40
13	Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments 2017 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Linli Xu, Chao Zhang	16
14	Word embedding revisited: a new representation learning and explicit matrix factorization perspective 2015 ·International Conference on Artificial Intelligence ·Yitan Li, Linli Xu, Fei Tian, Liang Jiang, (unknown), Enhong Chen	54
15	Exploiting Task-Feature Co-Clusters in Multi-Task Learning 2015 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Linli Xu, (unknown), Jianhui Chen, Enhong Chen	19
16	Image Denoising and Inpainting with Deep Neural Networks breakdown → 2012 ·Neural Information Processing Systems ·Junyuan Xie, Linli Xu, Enhong Chen	763
17	Relaxed Clipping: A Global Training Method for Robust Regression and Classification 2010 ·Neural Information Processing Systems ·Min Yang, Linli Xu, Martha White, Dale Schuurmans, Yaoliang Yu	20
18	Robust support vector machine training via convex outlier ablation 2006 ·National Conference on Artificial Intelligence ·Linli Xu, Koby Crammer, Dale Schuurmans	112
19	Unsupervised and semi-supervised multi-class support vector machines 2005 ·National Conference on Artificial Intelligence ·Linli Xu, Dale Schuurmans	117
20	Maximum Margin Clustering 2004 ·Neural Information Processing Systems ·Linli Xu, James Neufeld, (unknown), Dale Schuurmans	291

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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