2026 Xirong Li: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	39	9771	9490	1227	1221	178	6478

Overview

Xirong Li is affiliated with Renmin University of China and has made contributions primarily in the domains of computer science and medicine. Their research spans multiple subfields including computer vision and pattern recognition, ophthalmology, artificial intelligence, radiology, nuclear medicine and imaging, and information systems.

The scientist has published extensively, with a notable focus on retinal imaging, multimodal machine learning, and video analysis. The main topics of their work include:

Retinal Imaging and Analysis
Multimodal Machine Learning Applications
Advanced Image and Video Retrieval Techniques
Retinal Diseases and Treatments
Video Analysis and Summarization
Human Pose and Action Recognition
Retinal and Optic Conditions

Xirong Li's research output includes several important papers such as:

"3D Object Detection for Autonomous Driving: A Survey" (2022) published in Pattern Recognition
"MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection" (2022) published in IEEE Transactions on Pattern Analysis and Machine Intelligence
"Image Manipulation Detection by Multi-View Multi-Scale Supervision" (2021) presented at the 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
"Dual Encoding for Video Retrieval by Text" (2021) published in IEEE Transactions on Pattern Analysis and Machine Intelligence
"BADet: Boundary-Aware 3D Object Detection from Point Clouds" (2022) published in Pattern Recognition

Frequent co-authors collaborating with Xirong Li include:

Dayong Ding
Youxin Chen
Weihong Yu
Qijie Wei
Jianchun Zhao

The venues where Xirong Li has most often published include:

arXiv (Cornell University)
British Journal of Ophthalmology
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the AAAI Conference on Artificial Intelligence
Pattern Recognition

Additionally, Xirong Li has contributed to book publications with Springer Science+Business Media, having published two editions of "MultiMedia Modeling" in 2021.

Best Publications

Learning Social Tag Relevance by Neighbor Voting

Xirong Li;C.G.M. Snoek;M. Worring

480
Citations
The MediaMill TRECVID 2008 Semantic Video Search Engine

C.G.M. Snoek;K.E.A. van de Sande;O. de Rooij;B. Huurnink

443
Citations
The MediaMill TRECVID 2011 Semantic Video Search Engine

C. G. M. Snoek;K. E. A. van de Sande;X. Li;M. Mazloom

436
Citations
3D Object Detection for Autonomous Driving: A Survey.

Rui Qian;Xin Lai;Xirong Li

393
Citations
Deep Text Classification Can be Fooled

Bin Liang;Hongcheng Li;Miaoqiang Su;Pan Bian

302
Citations
Dual Encoding for Zero-Example Video Retrieval

Jianfeng Dong;Xirong Li;Chaoxi Xu;Shouling Ji

292
Citations
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques.

Mamunur Rahaman;Chen Li;Yudong Yao;Frank Kulwa

271
Citations
Annotating Images by Mining Image Search Results

Xin-Jing Wang;Lei Zhang;Xirong Li;Wei-Ying Ma

254
Citations
Learning tag relevance by neighbor voting for social image retrieval

Xirong Li;Cees G. M. Snoek;Marcel Worring

246
Citations
Learning tag relevance by neighbor voting for social image retrieval

Xirong Li;Cees G.M. Snoek;Marcel Worring

246
Citations
Predicting Visual Features From Text for Image and Video Caption Retrieval

Jianfeng Dong;Xirong Li;Cees G. M. Snoek

227
Citations
Deep Text Classification Can be Fooled

Bin Liang;Hongcheng Li;Miaoqiang Su;Pan Bian

227
Citations
Image Manipulation Detection by Multi-View Multi-Scale Supervision

Xinru Chen;Chengbo Dong;Jiaqi Ji;Juan Cao

226
Citations
Image Manipulation Detection by Multi-View Multi-Scale Supervision

Xinru Chen;Chengbo Dong;Jiaqi Ji;Juan Cao

223
Citations
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement, and Retrieval

Xirong Li;Tiberio Uricchio;Lamberto Ballan;Marco Bertini

222
Citations
Detecting Adversarial Image Examples in Deep Neural Networks with Adaptive Noise Reduction

Bin Liang;Hongcheng Li;Miaoqiang Su;Xirong Li

204
Citations
Dual Encoding for Video Retrieval by Text.

Jianfeng Dong;Xirong Li;Chaoxi Xu;Xun Yang

196
Citations
COCO-CN for Cross-Lingual Image Tagging, Captioning, and Retrieval

Xirong Li;Chaoxi Xu;Xiaoxu Wang;Weiyu Lan

166
Citations
Mining Dual Emotion for Fake News Detection

Xueyao Zhang;Juan Cao;Xirong Li;Qiang Sheng

161
Citations
Image annotation by large-scale content-based image retrieval

Xirong Li;Le Chen;Lei Zhang;Fuzong Lin

157
Citations
Unsupervised multi-feature tag relevance learning for social image retrieval

Xirong Li;Cees G. M. Snoek;Marcel Worring

115
Citations
W2VV++: Fully Deep Learning for Ad-hoc Video Search

Xirong Li;Chaoxi Xu;Gang Yang;Zhineng Chen

110
Citations
Adding Chinese Captions to Images

Xirong Li;Weiyu Lan;Jianfeng Dong;Hailong Liu

98
Citations
Detecting Adversarial Examples in Deep Networks with Adaptive Noise Reduction.

Bin Liang;Hongcheng Li;Miaoqiang Su;Xirong Li

93
Citations
Video search in concept subspace: a text-like paradigm

Xirong Li;Dong Wang;Jianmin Li;Bo Zhang

93
Citations
Early Embedding and Late Reranking for Video Captioning

Jianfeng Dong;Xirong Li;Weiyu Lan;Yujia Huo

91
Citations
BADet: Boundary-Aware 3D Object Detection from Point Clouds

Unknown

87
Citations
Mapping Query to Semantic Concepts: Leveraging Semantic Indices for Automatic and Interactive Video Retrieval

Dong Wang;Zhikun Wang;Xirong Li;Xiaobing Liu

23
Citations
Content-based visual search learned from social media

Xirong Li

1
Citations

Frequent Co-Authors

Cees G. M. Snoek University of Amsterdam

Marcel Worring University of Amsterdam

Xun Wang Tsinghua University

Arnold W. M. Smeulders University of Amsterdam

Bo Zhang Tsinghua University

Dong Wang Dalian University of Technology

Lei Zhang International Digital Economy Academy

Wei-Ying Ma Tsinghua University

Alberto Del Bimbo University of Florence

Shouling Ji Zhejiang University

External Links

Personal website of Xirong Li

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