2022

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Learning a Hierarchical Intent Model for Next-Item Recommendation
Nengjun Zhu | Jian Cao | Xinjiang Lu | Hui Xiong
2022 Volume 40 Issue 2

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Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach
Chao Wang | Hengshu Zhu | Peng Wang | Chen Zhu | Xi Zhang | Enhong Chen | Hui Xiong
2022 Volume 40 Issue 4

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Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment
Dazhong Shen | Chuan Qin | Hengshu Zhu | Tong Xu | Enhong Chen | Hui Xiong
2022 Volume 40 Issue 1

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Exploring the Risky Travel Area and Behavior of Car-hailing Service
Hongting Niu | Hengshu Zhu | Ying Sun | Xinjiang Lu | Jing Sun | Zhiyuan Zhao | Hui Xiong | Bo Lang
2022 Volume 13 Issue 1

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CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users
Haoran Xin | Xinjiang Lu | Nengjun Zhu | Tong Xu | Dejing Dou | Hui Xiong
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction10033
Zhi Zheng | Zhaopeng Qiu | Tong Xu | Xian Wu | Xiangyu Zhao | Enhong Chen | Hui Xiong
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results
Qi Zhang | Hengshu Zhu | Qi Liu | Enhong Chen | Hui Xiong
2021 Volume 39 Issue 3

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An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment
Kaichun Yao | Chuan Qin | Hengshu Zhu | Chao Ma | Jingshuai Zhang | Yi Du | Hui Xiong
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning
Ying Sun | Fuzhen Zhuang | Hengshu Zhu | Qing He | Hui Xiong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning
Weijia Zhang | Hao Liu | Fan Wang | Tong Xu | Haoran Xin | Dejing Dou | Hui Xiong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching
Zixuan Yuan | Hao Liu | Junming Liu | Yanchi Liu | Yang Yang | Renjun Hu | Hui Xiong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective
Chao Wang | Hengshu Zhu | Qiming Hao | Keli Xiao | Hui Xiong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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Matching of social events and users: a two-way selection perspective
Zikai Yin | Tong Xu | Hengshu Zhu | Chen Zhu | Enhong Chen | Hui Xiong
2020 Volume 23 Issue 2

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An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment
Chuan Qin | Hengshu Zhu | Tong Xu | Chen Zhu | Chao Ma | Enhong Chen | Hui Xiong
2020 Volume 38 Issue 2

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Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models
Hao Lin | Hengshu Zhu | Junjie Wu | Yuan Zuo | Chen Zhu | Hui Xiong
2020 Volume 38 Issue 4

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Dancing with Trump in the Stock Market: A Deep Information Echoing Model
Kun Yuan | Guannan Liu | Junjie Wu | Hui Xiong
2020 Volume 11 Issue 5

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Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation
Nengjun Zhu | Jian Cao | Yanchi Liu | Yang Yang | Haochao Ying | Hui Xiong
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Dual Sequential Network for Temporal Sets Prediction
Leilei Sun | Yansong Bai | Bowen Du | Chuanren Liu | Hui Xiong | Weifeng Lv
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Spatial Object Recommendation with Hints: When Spatial Granularity Matters
Hui Luo | Jingbo Zhou | Zhifeng Bao | Shuangli Li | J. Shane Culpepper | Haochao Ying | Hao Liu | Hui Xiong
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Spatio-Temporal Dual Graph Attention Network for Query-POI Matching
Zixuan Yuan | Hao Liu | Yanchi Liu | Denghui Zhang | Fei Yi | Nengjun Zhu | Hui Xiong
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation
Jian Liu | Pengpeng Zhao | Fuzhen Zhuang | Yanchi Liu | Victor S. Sheng | Jiajie Xu | Xiaofang Zhou | Hui Xiong
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Large-Scale Talent Flow Embedding for Company Competitive Analysis
Le Zhang | Tong Xu | Hengshu Zhu | Chuan Qin | Qingxin Meng | Hui Xiong | Enhong Chen
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Personalized Employee Training Course Recommendation with Career Development Awareness
Chao Wang | Hengshu Zhu | Chen Zhu | Xi Zhang | Enhong Chen | Hui Xiong
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Time-aware metric embedding with asymmetric projection for successive POI recommendation
Haochao Ying | Jian Wu | Guandong Xu | Yanchi Liu | Tingting Liang | Xiao Zhang | Hui Xiong
2019 Volume 22 Issue 5

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Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning
Denghui Zhang | Junming Liu | Hengshu Zhu | Yanchi Liu | Lichen Wang | Pengyang Wang | Hui Xiong
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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Recurrent Convolutional Neural Network for Sequential Recommendation
Chengfeng Xu | Pengpeng Zhao | Yanchi Liu | Jiajie Xu | Victor S. Sheng | Zhiming Cui | Xiaofang Zhou | Hui Xiong
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model?
Le Zhang | Hengshu Zhu | Tong Xu | Chen Zhu | Chuan Qin | Hui Xiong | Enhong Chen
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis
Yanjie Fu | Junming Liu | Xiaolin Li | Hui Xiong
2018 Volume 9 Issue 4

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SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations
Bowen Du | Yifeng Cui | Yanjie Fu | Runxing Zhong | Hui Xiong
2018 Volume 9 Issue 6

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Personalized Air Travel Prediction: A Multi-factor Perspective
Jie Liu | Bin Liu | Yanchi Liu | Huipeng Chen | Lina Feng | Hui Xiong | Yalou Huang
2018 Volume 9 Issue 3

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Dynamic Word Embeddings for Evolving Semantic Discovery
Zijun Yao | Yifan Sun | Weicong Ding | Nikhil Rao | Hui Xiong
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach
Chuan Qin | Hengshu Zhu | Tong Xu | Chen Zhu | Liang Jiang | Enhong Chen | Hui Xiong
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

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Discerning individual interests and shared interests for social user profiling
Enhong Chen | Guangxiang Zeng | Ping Luo | Hengshu Zhu | Jilei Tian | Hui Xiong
2017 Volume 20 Issue 2

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Learning to Recommend Accurate and Diverse Items
Peizhe Cheng | Shuaiqiang Wang | Jun Ma | Jiankai Sun | Hui Xiong
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

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Ensemble of Anchor Adapters for Transfer Learning
Fuzhen Zhuang | Ping Luo | Sinno Jialin Pan | Hui Xiong | Qing He
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

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Locating targets through mention in Twitter
Liyang Tang | Zhiwei Ni | Hui Xiong | Hengshu Zhu
2015 Volume 18 Issue 4

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Personalized Mobile App Recommendation: Reconciling App Functionality and User Privacy Preference
Bin Liu | Deguang Kong | Lei Cen | Neil Zhenqiang Gong | Hongxia Jin | Hui Xiong
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

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Multi-source Information Fusion for Personalized Restaurant Recommendation
Jing Sun | Yun Xiong | Yangyong Zhu | Junming Liu | Chu Guan | Hui Xiong
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Remix in 3D Printing: What your Sources say About You
Spiros E. Papadimitriou | Evangelos E. Papalexakis | Bin Liu | Hui Xiong
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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Topic formation and development: a core-group evolving process
Tieyun Qian | Qing Li | Bing Liu | Hui Xiong | Jaideep Srivastava | Phillip C.-Y. Sheu
2014 Volume 17 Issue 6

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Ranking user authority with relevant knowledge categories for expert finding
Hengshu Zhu | Enhong Chen | Hui Xiong | Huanhuan Cao | Jilei Tian
2014 Volume 17 Issue 5

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Cost-Aware Collaborative Filtering for Travel Tour Recommendations
Yong Ge | Hui Xiong | Alexander Tuzhilin | Qi Liu
2014 Volume 32 Issue 1

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Object-Oriented Travel Package Recommendation
Chang Tan | Qi Liu | Enhong Chen | Hui Xiong | Xiang Wu
2014 Volume 5 Issue 3

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Mining Mobile User Preferences for Personalized Context-Aware Recommendation
Hengshu Zhu | Enhong Chen | Hui Xiong | Kuifei Yu | Huanhuan Cao | Jilei Tian
2014 Volume 5 Issue 4

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Predicting the Popularity of Online Serials with Autoregressive Models
Biao Chang | Hengshu Zhu | Yong Ge | Enhong Chen | Hui Xiong | Chang Tan
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Multi-task Multi-view Learning for Heterogeneous Tasks
Xin Jin | Fuzhen Zhuang | Hui Xiong | Changying Du | Ping Luo | Qing He
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Influence Maximization over Large-Scale Social Networks: A Bounded Linear Approach
Qi Liu | Biao Xiang | Enhong Chen | Hui Xiong | Fangshuang Tang | Jeffrey Xu Yu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

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Introduction to special section on intelligent mobile knowledge discovery and management systems
Hui Xiong | Shashi Shekhar | Alexander Tuzhilin
2013 Volume 5 Issue 1

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Ranking fraud detection for mobile apps: a holistic view
Hengshu Zhu | Hui Xiong | Yong Ge | Enhong Chen
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

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Detecting and Tracking Topics and Events from Web Search Logs
Hongyan Liu | Jun He | Yingqin Gu | Hui Xiong | Xiaoyong Du
2012 Volume 30 Issue 4

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Exploiting enriched contextual information for mobile app classification
Hengshu Zhu | Huanhuan Cao | Enhong Chen | Hui Xiong | Jilei Tian
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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Multifocal learning for customer problem analysis
Yong Ge | Hui Xiong | Wenjun Zhou | Siming Li | Ramendra K. Sahoo
2011 Volume 2 Issue 3

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Exploiting probabilistic topic models to improve text categorization under class imbalance
Enhong Chen | Yanggang Lin | Hui Xiong | Qiming Luo | Haiping Ma
2011 Volume 47 Issue 2

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Towards expert finding by leveraging relevant categories in authority ranking
Hengshu Zhu | Huanhuan Cao | Hui Xiong | Enhong Chen | Jilei Tian
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

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Top-Eye: top-k evolving trajectory outlier detection
Yong Ge | Hui Xiong | Zhi-Hua Zhou | Hasan Timucin Ozdemir | Jannite Yu | Kuo Chu Lee
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Exploiting user interests for collaborative filtering: interests expansion via personalized ranking
Qi Liu | Enhong Chen | Hui Xiong | Chris H. Q. Ding
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Collaborative Dual-PLSA: mining distinction and commonality across multiple domains for text classification
Fuzhen Zhuang | Ping Luo | Zhiyong Shen | Qing He | Yuhong Xiong | Zhongzhi Shi | Hui Xiong
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2009

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What's behind topic formation and development: a perspective of community core groups
Tieyun Qian | Qing Li | Bing Liu | Hui Xiong | Jaideep Srivastava | Phillip C.-Y. Sheu
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

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Enhancing recommender systems under volatile userinterest drifts
Huanhuan Cao | Enhong Chen | Jie Yang | Hui Xiong
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2008

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Hypergraph partitioning for document clustering: a unified clique perspective
Tianming Hu | Hui Xiong | Wenjun Zhou | Sam Yuan Sung | Hangzai Luo
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Adaptive label-driven scaling for latent semantic indexing
Xiaojun Quan | Enhong Chen | Qiming Luo | Hui Xiong
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Transfer learning from multiple source domains via consensus regularization
Ping Luo | Fuzhen Zhuang | Hui Xiong | Yuhong Xiong | Qing He
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2006

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Adapting association patterns for text categorization: weaknesses and enhancements
Tieyun Qian | Hui Xiong | Yuanzhen Wang | Enhong Chen
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

2005

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Privacy leakage in multi-relational databases via pattern based semi-supervised learning
Hui Xiong | Michael S. Steinbach | Vipin Kumar
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005