2026 Xueqi Cheng: 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	78	1208	1167	167	165	583	23032

Overview

Xueqi Cheng is affiliated with the Chinese Academy of Sciences in China and has contributed extensively to the field of Computer Science. Their research spans across several subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Statistical and Nonlinear Physics, and Management Science and Operations Research.

The scientist's work covers a wide range of topics such as:

Topic Modeling
Advanced Graph Neural Networks
Natural Language Processing Techniques
Domain Adaptation and Few-Shot Learning
Complex Network Analysis Techniques
Multimodal Machine Learning Applications
Adversarial Robustness in Machine Learning

Among their recent papers are:

"FlowScope: Spotting Money Laundering Based on Graphs," 2020, published in Proceedings of the AAAI Conference on Artificial Intelligence
"Semantic Models for the First-Stage Retrieval: A Comprehensive Review," 2022, published in ACM Transactions on Information Systems
"Combating emerging financial risks in the big data era: A perspective review," 2021, published in Fundamental Research
"Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis," 2024, published in IEEE Transactions on Knowledge and Data Engineering
"Time Series Anomaly Detection With Adversarial Reconstruction Networks," 2022, published in IEEE Transactions on Knowledge and Data Engineering

Xueqi Cheng frequently collaborates with the following co-authors:

Jiafeng Guo
Huawei Shen
Ruqing Zhang
Yixing Fan
Liang Pang

Publications by the scientist appear frequently in the following venues:

arXiv (Cornell University)
Proceedings of the AAAI Conference on Artificial Intelligence
ACM Transactions on Information Systems
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 31st ACM International Conference on Information & Knowledge Management

Best Publications

A biterm topic model for short texts

Xiaohui Yan;Jiafeng Guo;Yanyan Lan;Xueqi Cheng

1278
Citations
Significance and Challenges of Big Data Research

Xiaolong Jin;Benjamin W. Wah;Xueqi Cheng;Yuanzhuo Wang

1066
Citations
Detect overlapping and hierarchical community structure in networks

Huawei Shen;Xueqi Cheng;Kai Cai;Mao-Bin Hu

922
Citations
A survey on sentiment detection of reviews

Huifeng Tang;Songbo Tan;Xueqi Cheng

650
Citations
BTM: Topic Modeling over Short Texts

Xueqi Cheng;Xiaohui Yan;Yanyan Lan;Jiafeng Guo

627
Citations
Text matching as image recognition

Liang Pang;Yanyan Lan;Jiafeng Guo;Jun Xu

522
Citations
Named entity recognition in query

Jiafeng Guo;Gu Xu;Xueqi Cheng;Hang Li

486
Citations
Learning Hierarchical Representation Model for NextBasket Recommendation

Pengfei Wang;Jiafeng Guo;Yanyan Lan;Jun Xu

450
Citations
Cross-domain recommendation: an embedding and mapping approach

Tong Man;Huawei Shen;Xiaolong Jin;Xueqi Cheng

386
Citations
A Deep Look into neural ranking models for information retrieval

Jiafeng Guo;Yixing Fan;Liang Pang;Liu Yang

363
Citations
A deep architecture for semantic matching with multiple positional sentence representations

Shengxian Wan;Yanyan Lan;Jiafeng Guo;Jun Xu

352
Citations
Adapting Naive Bayes to Domain Adaptation for Sentiment Analysis

Songbo Tan;Xueqi Cheng;Yuefen Wang;Hongbo Xu

282
Citations
DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval

Liang Pang;Yanyan Lan;Jiafeng Guo;Jun Xu

281
Citations
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning

Zixuan Li;Xiaolong Jin;Wei Li;Saiping Guan

278
Citations
BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series

Bin Zhou;Shenghua Liu;Bryan Hooi;Xueqi Cheng

252
Citations
DeepHawkes: Bridging the Gap between Prediction and Understanding of Information Cascades

Qi Cao;Huawei Shen;Keting Cen;Wentao Ouyang

241
Citations
Predict anchor links across social networks via an embedding approach

Tong Man;Huawei Shen;Shenghua Liu;Xiaolong Jin

228
Citations
Survey and taxonomy of feature selection algorithms in intrusion detection system

You Chen;Yang Li;Xue-Qi Cheng;Li Guo

217
Citations
StaticGreedy: solving the scalability-accuracy dilemma in influence maximization

Suqi Cheng;Huawei Shen;Junming Huang;Guoqing Zhang

204
Citations
Graph Wavelet Neural Network.

Bingbing Xu;Huawei Shen;Qi Cao;Yunqi Qiu

200
Citations
Chinese Lexical Analysis Using Hierarchical Hidden Markov Model

Hua-Ping Zhang;Qun Liu;Xue-Qi Cheng;Hao Zhang

198
Citations
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining

Xueqi Cheng;Hang Li;Evgeniy Gabrilovich;Jie Tang

120
Citations

Frequent Co-Authors

Jiafeng Guo Chinese Academy of Sciences

Yanyan Lan Chinese Academy of Sciences

Huawei Shen Chinese Academy of Sciences

Jun Xu Renmin University of China

Kun Yang University of Essex

Fei Sun Institute Of Computing Technology

Tie-Yan Liu Microsoft (United States)

Tao Zhou University of Electronic Science and Technology of China

Tao Qin Microsoft (United States)

Mao-Bin Hu University of Science and Technology of China

External Links

Personal website of Xueqi Cheng Google Scholar page

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