Junjie Wu

According to our database, Junjie Wu authored at least 103 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Language model as an Annotator: Unsupervised context-aware quality phrase generation.

Zhihao Zhang, Yuan Zuo, Chenghua Lin, Junjie Wu

Knowl. Based Syst., January, 2024

2023

Algorithm 1038: KCC: A MATLAB Package for <i>k</i>-Means-based Consensus Clustering.

Hao Lin, Hongfu Liu, Junjie Wu, Hong Li, Stephan Günnemann

ACM Trans. Math. Softw., December, 2023

Semantic and Structural View Fusion Modeling for Social Recommendation.

Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong

IEEE Trans. Knowl. Data Eng., November, 2023

Telecom Fraud Detection via Hawkes-Enhanced Sequence Model.

Yan Jiang, Guannan Liu, Junjie Wu, Hao Lin

IEEE Trans. Knowl. Data Eng., May, 2023

Topic Modeling of Short Texts: A Pseudo-Document View With Word Embedding Enhancement.

Yuan Zuo, Congrui Li, Hao Lin, Junjie Wu

IEEE Trans. Knowl. Data Eng., 2023

Beyond Similarity: Relation-Based Collaborative Filtering.

Guannan Liu, Liang Zhang, Junjie Wu

IEEE Trans. Knowl. Data Eng., 2023

Next Basket Recommendation with Intent-aware Hypergraph Adversarial Network.

Ran Li, Liang Zhang, Guannan Liu, Junjie Wu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

WHEN: A Wavelet-DTW Hybrid Attention Network for Heterogeneous Time Series Analysis.

Jingyuan Wang, Chen Yang, Xiaohan Jiang, Junjie Wu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction.

Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Cross-Lingual Knowledge Transferring by Structural Correspondence and Space Transfer.

Deqing Wang, Junjie Wu, Jingyuan Yang, Baoyu Jing, Wenjie Zhang, Xiaonan He, Hui Zhang

IEEE Trans. Cybern., 2022

Aspect Sentiment Triplet Extraction: A Seq2Seq Approach With Span Copy Enhanced Dual Decoder.

Zhihao Zhang, Yuan Zuo, Junjie Wu

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Identifying Structural Holes for Sentiment Classification.

Zheng Xie, Guannan Liu, Jinming Qu, Junjie Wu, Hong Li

Inf. Syst. Frontiers, 2022

Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning.

Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Spatiotemporal Attention Networks for Traffic Demand Prediction.

Guannan Liu, Chenxi Chen, Xin Wan, Junjie Wu

Proceedings of the 3rd International Conference on Big Data & Artificial Intelligence & Software Engineering, 2022

2021

DGeye: Probabilistic Risk Perception and Prediction for Urban Dangerous Goods Management.

Jingyuan Wang, Xin Lin, Yuan Zuo, Junjie Wu

ACM Trans. Inf. Syst., 2021

Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification.

Deqing Wang, Baoyu Jing, Chenwei Lu, Junjie Wu, Guannan Liu, Chenguang Du, Fuzhen Zhuang

IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Fuzzy Cognitive Maps for Interpretable Multivariate Time Series Prediction.

Jingyuan Wang, Zhen Peng, Xiaoda Wang, Chao Li, Junjie Wu

IEEE Trans. Fuzzy Syst., 2021

Cross-domain recommendation with user personality.

Hanfei Wang, Yuan Zuo, Hong Li, Junjie Wu

Knowl. Based Syst., 2021

Designing for the future in the age of pandemics: a future-ready design research (FRDR) process.

L. G. Pee, Shan L. Pan, Jingyuan Wang, Junjie Wu

Eur. J. Inf. Syst., 2021

Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View.

Yutian Chang, Guannan Liu, Yuan Zuo, Junjie Wu

CoRR, 2021

2020

A Pseudo-document-based Topical N-grams model for short texts.

Hao Lin, Yuan Zuo, Guannan Liu, Hong Li, Junjie Wu, Zhiang Wu

World Wide Web, 2020

Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models.

Hao Lin, Hengshu Zhu, Junjie Wu, Yuan Zuo, Chen Zhu, Hui Xiong

ACM Trans. Inf. Syst., 2020

Understanding Urban Dynamics via Context-Aware Tensor Factorization with Neighboring Regularization.

Jingyuan Wang, Junjie Wu, Ze Wang, Fei Gao, Zhang Xiong

IEEE Trans. Knowl. Data Eng., 2020

Fraud Detection in Dynamic Interaction Network.

Hao Lin, Guannan Liu, Junjie Wu, Yuan Zuo, Xin Wan, Hong Li

IEEE Trans. Knowl. Data Eng., 2020

Affinity Regularized Non-Negative Matrix Factorization for Lifelong Topic Modeling.

Yong Chen, Junjie Wu, Jianying Lin, Rui Liu, Hui Zhang, Zhiwen Ye

IEEE Trans. Knowl. Data Eng., 2020

Dancing with Trump in the Stock Market: A Deep Information Echoing Model.

Kun Yuan, Guannan Liu, Junjie Wu, Hui Xiong

ACM Trans. Intell. Syst. Technol., 2020

Exploring Correlation Network for Cheating Detection.

Ping Luo, Kai Shu, Junjie Wu, Li Wan, Yong Tan

ACM Trans. Intell. Syst. Technol., 2020

hPSD: A Hybrid PU-Learning-Based Spammer Detection Model for Product Reviews.

Zhiang Wu, Jie Cao, Yaqiong Wang, Youquan Wang, Lu Zhang, Junjie Wu

IEEE Trans. Cybern., 2020

Softly Associative Transfer Learning for Cross-Domain Classification.

Deqing Wang, Chenwei Lu, Junjie Wu, Hongfu Liu, Wenjie Zhang, Fuzhen Zhuang, Hui Zhang

IEEE Trans. Cybern., 2020

Fraud detection via behavioral sequence embedding.

Guannan Liu, Jia Guo, Yuan Zuo, Junjie Wu, Ren-Yong Guo

Knowl. Inf. Syst., 2020

Fake news propagates differently from real news even at early stages of spreading.

Zilong Zhao, Jichang Zhao, Yukie Sano, Orr Levy, Hideki Takayasu, Misako Takayasu, Daqing Li, Junjie Wu, Shlomo Havlin

EPJ Data Sci., 2020

MetroEye: A Weather-Aware System for Real-Time Metro Passenger Flow Prediction.

Jianyuan Wang, Biao Leng, Junjie Wu, Heng Du, Zhang Xiong

IEEE Access, 2020

2019

Whose posts to read: Finding social sensors for effective information acquisition.

Kun Yuan, Guannan Liu, Junjie Wu

Inf. Process. Manag., 2019

Effective organizational improvisation in information systems development: Insights from the Tencent messaging system development.

Wenyu Derek Du, Junjie Wu, Shanshi Liu, Raymond A. Hackney

Inf. Manag., 2019

Beyond Similarity: Relation Embedding with Dual Attentions for Item-based Recommendation.

Liang Zhang, Guannan Liu, Junjie Wu

CoRR, 2019

Understanding Urban Dynamics via Context-aware Tensor Factorization with Neighboring Regularization.

Jingyuan Wang, Junjie Wu, Ze Wang, Fei Gao, Zhang Xiong

CoRR, 2019

AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks.

Jingyuan Wang, Yang Zhang, Ke Tang, Junjie Wu, Zhang Xiong

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Complementary Aspect-Based Opinion Mining.

Yuan Zuo, Junjie Wu, Hui Zhang, Deqing Wang, Ke Xu

IEEE Trans. Knowl. Data Eng., 2018

Big data would not lie: prediction of the 2016 Taiwan election via online heterogeneous information.

Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan

EPJ Data Sci., 2018

CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model or Urban Resident Recognition.

Jingyuan Wang, Xu He, Ze Wang, Junjie Wu, Nicholas Jing Yuan, Xing Xie, Zhang Xiong

CoRR, 2018

Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data.

Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan

CoRR, 2018

Workforce migration and its economic implications: A perspective from social media in China.

Xiaoqian Hu, Junjie Wu, Jichang Zhao

CoRR, 2018

Embedding Temporal Network via Neighborhood Formation.

Yuan Zuo, Guannan Liu, Hao Lin, Jia Guo, Xiaoqian Hu, Junjie Wu

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning Sequential Behavior Representations for Fraud Detection.

Jia Guo, Guannan Liu, Yuan Zuo, Junjie Wu

Proceedings of the IEEE International Conference on Data Mining, 2018

CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition.

Jingyuan Wang, Xu He, Ze Wang, Junjie Wu, Nicholas Jing Yuan, Xing Xie, Zhang Xiong

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence.

Hongfu Liu, Junjie Wu, Tongliang Liu, Dacheng Tao, Yun Fu

IEEE Trans. Knowl. Data Eng., 2017

Fuzzy Consensus Clustering With Applications on Big Data.

Junjie Wu, Zhiang Wu, Jie Cao, Hongfu Liu, Guoqing Chen, Yanchun Zhang

IEEE Trans. Fuzzy Syst., 2017

Intelligent bus routing with heterogeneous human mobility patterns.

Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu

Knowl. Inf. Syst., 2017

No Longer Sleeping with a Bomb: A Duet System for Protecting Urban Safety from Dangerous Goods.

Jingyuan Wang, Chao Chen, Junjie Wu, Zhang Xiong

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Coupling Implicit and Explicit Knowledge for Customer Volume Prediction.

Jingyuan Wang, Yating Lin, Junjie Wu, Zhong Wang, Zhang Xiong

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Collaborative Company Profiling: Insights from an Employee's Perspective.

Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Structural Analysis of User Choices for Mobile App Recommendation.

Bin Liu, Yao Wu, Neil Zhenqiang Gong, Junjie Wu, Hui Xiong, Martin Ester

ACM Trans. Knowl. Discov. Data, 2016

On characterizing scale effect of Chinese mutual funds via text mining.

Heng Wang, Junjie Wu, Shi Yuan, Jian Chen

Signal Process., 2016

Topic Modeling of Short Texts: A Pseudo-Document View.

Yuan Zuo, Junjie Wu, Hui Zhang, Hao Lin, Fei Wang, Ke Xu, Hui Xiong

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Robust Word-Network Topic Model for Short Texts.

Fei Wang, Rui Liu, Yuan Zuo, Hui Zhang, He Zhang, Junjie Wu

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method.

Jingyuan Wang, Qian Gu, Junjie Wu, Guannan Liu, Zhang Xiong

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

K-core-based attack to the internet: Is it more malicious than degree-based attack?

Jichang Zhao, Junjie Wu, Mingming Chen, Zhiwen Fang, Xu Zhang, Ke Xu

World Wide Web, 2015

K-Means-Based Consensus Clustering: A Unified View.

Junjie Wu, Hongfu Liu, Hui Xiong, Jie Cao, Jian Chen

IEEE Trans. Knowl. Data Eng., 2015

Emoticon-based Ambivalent Expression: A Hidden Indicator for Unusual Behaviors in Weibo.

Yue Hu, Jichang Zhao, Junjie Wu

CoRR, 2015

DIAS: A Disassemble-Assemble Framework for Highly Sparse Text Clustering.

Hongfu Liu, Junjie Wu, Dacheng Tao, Yuchao Zhang, Yun Fu

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Spectral Ensemble Clustering.

Hongfu Liu, Tongliang Liu, Junjie Wu, Dacheng Tao, Yun Fu

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Complementary Aspect-Based Opinion Mining Across Asymmetric Collections.

Yuan Zuo, Junjie Wu, Hui Zhang, Deqing Wang, Hao Lin, Fei Wang, Ke Xu

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Spammers Detection from Product Reviews: A Hybrid Model.

Zhiang Wu, Youquan Wang, Yaqiong Wang, Junjie Wu, Jie Cao, Lu Zhang

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Modeling Emerging, Evolving and Fading Topics Using Dynamic Soft Orthogonal NMF with Sparse Representation.

Yong Chen, Hui Zhang, Junjie Wu, Xingguang Wang, Rui Liu, Mengxiang Lin

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Scaling up cosine interesting pattern discovery: A depth-first method.

Jie Cao, Zhiang Wu, Junjie Wu

Inf. Sci., 2014

Being rational or aggressive? A revisit to Dunbar's number in online social networks.

Jichang Zhao, Junjie Wu, Guannan Liu, Dacheng Tao, Ke Xu, Chunyang Liu

Neurocomputing, 2014

Detecting Genuine Communities from Large-Scale Social Networks: A Pattern-Based Method.

Zhiang Wu, Jie Cao, Junjie Wu, Youquan Wang, Chunyang Liu

Comput. J., 2014

Popular Items or Niche Items: Flexible Recommendation Using Cosine Patterns.

Yaqiong Wang, Junjie Wu, Zhiang Wu, Hua Yuan, Xu Zhang

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing.

Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Understanding and Enhancement of Internal Clustering Validation Measures.

Yanchi Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu, Sen Wu

IEEE Trans. Cybern., 2013

SAIL: Summation-bAsed Incremental Learning for Information-Theoretic Text Clustering.

Jie Cao, Zhiang Wu, Junjie Wu, Hui Xiong

IEEE Trans. Cybern., 2013

Towards information-theoretic K-means clustering for image indexing.

Jie Cao, Zhiang Wu, Junjie Wu, Wenjie Liu

Signal Process., 2013

Towards enhancing centroid classifier for text classification - A border-instance approach.

Deqing Wang, Junjie Wu, Hui Zhang, Ke Xu, Mengxiang Lin

Neurocomputing, 2013

ANEEC: A Quasi-Automatic System for Massive Named Entity Extraction and Categorization.

Bingyue Peng, Junjie Wu, Hua Yuan, Qingwei Guo, Dacheng Tao

Comput. J., 2013

K-core-preferred Attack to the Internet: Is It More Malicious Than Degree Attack?

Jichang Zhao, Junjie Wu, Mingming Chen, Zhiwen Fang, Ke Xu

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

SEA: a system for event analysis on chinese tweets.

Yaqiong Wang, Hongfu Liu, Hao Lin, Junjie Wu, Zhiang Wu, Jie Cao

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A Theoretic Framework of K-Means-Based Consensus Clustering.

Junjie Wu, Hongfu Liu, Hui Xiong, Jie Cao

Proceedings of the IJCAI 2013, 2013

How Many Zombies Around You?

Hongfu Liu, Yuchao Zhang, Hao Lin, Junjie Wu, Zhiang Wu, Xu Zhang

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Adapting the Right Measures for Pattern Discovery: A Unified View.

Junjie Wu, Shiwei Zhu, Hui Xiong, Jian Chen, Jianming Zhu

IEEE Trans. Syst. Man Cybern. Part B, 2012

A Generalization of Distance Functions for Fuzzy c -Means Clustering With Centroids of Arithmetic Means.

Junjie Wu, Hui Xiong, Chen Liu, Jian Chen

IEEE Trans. Fuzzy Syst., 2012

Information propagation in online social networks: a tie-strength perspective.

Jichang Zhao, Junjie Wu, Xu Feng, Hui Xiong, Ke Xu

Knowl. Inf. Syst., 2012

Cosine interesting pattern discovery.

Junjie Wu, Shiwei Zhu, Hongfu Liu, Guoping Xia

Inf. Sci., 2012

MoodLens: an emoticon-based sentiment analysis system for chinese tweets.

Jichang Zhao, Li Dong, Junjie Wu, Ke Xu

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation.

Zhiang Wu, Junjie Wu, Jie Cao, Dacheng Tao

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

GIS enabled service site selection: Environmental analysis and beyond.

Junjie Wu, Jian Chen, Yili Ren

Inf. Syst. Frontiers, 2011

Scaling up top-K cosine similarity search.

Shiwei Zhu, Junjie Wu, Hui Xiong, Guoping Xia

Data Knowl. Eng., 2011

2010

Validation of overlapping clustering: A random clustering perspective.

Junjie Wu, Hua Yuan, Hui Xiong, Guoqing Chen

Inf. Sci., 2010

COG: local decomposition for rare class analysis.

Junjie Wu, Hui Xiong, Jian Chen

Data Min. Knowl. Discov., 2010

Being Rational or Aggressive? A Revisit to Dunbar's Number in Online Social Networks

Jichang Zhao, Junjie Wu, Guannan Liu, Ke Xu, Guoqing Chen

CoRR, 2010

Weak Ties: A Subtle Role in the Information Diffusion of Online Social Networks

Jichang Zhao, Junjie Wu, Ke Xu

CoRR, 2010

Understanding of Internal Clustering Validation Measures.

Yanchi Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu

Proceedings of the ICDM 2010, 2010

TOP-K cosine similarity interesting pairs search.

Shiwei Zhu, Junjie Wu, Guoping Xia

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2009

A Data Distribution View of Clustering Algorithms.

Junjie Wu, Jian Chen, Hui Xiong

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

K-Means Clustering Versus Validation Measures: A Data-Distribution Perspective.

Hui Xiong, Junjie Wu, Jian Chen

IEEE Trans. Syst. Man Cybern. Part B, 2009

Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization.

Ping Luo, Hui Xiong, Guoxing Zhan, Junjie Wu, Zhongzhi Shi

IEEE Trans. Knowl. Data Eng., 2009

Towards understanding hierarchical clustering: A data distribution perspective.

Junjie Wu, Hui Xiong, Jian Chen

Neurocomputing, 2009

External validation measures for K-means clustering: A data distribution perspective.

Junjie Wu, Jian Chen, Hui Xiong, Ming Xie

Expert Syst. Appl., 2009

Towards controlling virus propagation in information systems with point-to-group information sharing.

Hua Yuan, Guoqing Chen, Junjie Wu, Hui Xiong

Decis. Support Syst., 2009

Adapting the right measures for K-means clustering.

Junjie Wu, Hui Xiong, Jian Chen

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008

Clustering algorithm for intuitionistic fuzzy sets.

Zeshui Xu, Jian Chen, Junjie Wu

Inf. Sci., 2008

SAIL: summation-based incremental learning for information-theoretic clustering.

Junjie Wu, Hui Xiong, Jian Chen

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2007

Local decomposition for rare class analysis.

Junjie Wu, Hui Xiong, Peng Wu, Jian Chen

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

A Generalization of Proximity Functions for K-Means.

Junjie Wu, Hui Xiong, Jian Chen, Wenjun Zhou

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007