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2020 – today
- 2021
[j23]Fuzhen Zhuang
, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He:
A Comprehensive Survey on Transfer Learning. Proc. IEEE 109(1): 43-76 (2021)- 2020
- [j22]Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Hengshu Zhu, Pengpeng Zhao, Chang Tan, Qing He:
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification. Neural Networks 132: 75-83 (2020) - [j21]Tong Xu, Hengshu Zhu, Hui Xiong, Hao Zhong, Enhong Chen:
Exploring the Social Learning of Taxi Drivers in Latent Vehicle-to-Vehicle Networks. IEEE Trans. Mob. Comput. 19(8): 1804-1817 (2020) - [j20]Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Chao Ma, Enhong Chen, Hui Xiong:
An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment. ACM Trans. Inf. Syst. 38(2): 15:1-15:33 (2020) - [j19]Hao Lin, Hengshu Zhu, Junjie Wu, Yuan Zuo, Chen Zhu, Hui Xiong:
Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models. ACM Trans. Inf. Syst. 38(4): 32:1-32:33 (2020) - [j18]Zikai Yin, Tong Xu, Hengshu Zhu, Chen Zhu, Enhong Chen, Hui Xiong:
Matching of social events and users: a two-way selection perspective. World Wide Web 23(2): 853-871 (2020) - [c55]Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong:
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback. AAAI 2020: 6127-6136 - [c54]Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Zhi-Ping Shi, Hui Xiong, Qing He:
Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion. AAAI 2020: 9612-9619 - [c53]Xi Zhang, Yuqing Zhao, Xinlin Tang, Hengshu Zhu, Hui Xiong:
Developing Fairness Rules for Talent Intelligence Management System. HICSS 2020: 1-10 - [c52]Chao Wang, Hengshu Zhu, Chen Zhu, Xi Zhang, Enhong Chen, Hui Xiong:
Personalized Employee Training Course Recommendation with Career Development Awareness. WWW 2020: 1648-1659 - [c51]Le Zhang, Tong Xu, Hengshu Zhu, Chuan Qin, Qingxin Meng, Hui Xiong, Enhong Chen:
Large-Scale Talent Flow Embedding for Company Competitive Analysis. WWW 2020: 2354-2364 - [i13]Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong:
SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback. CoRR abs/2002.09841 (2020) - [i12]Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He:
A Survey on Knowledge Graph-Based Recommender Systems. CoRR abs/2003.00911 (2020) - [i11]Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Hui Xiong, Jian Yang:
Learning Adaptive Embedding Considering Incremental Class. CoRR abs/2008.13351 (2020) - [i10]Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong:
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning. CoRR abs/2009.07429 (2020) - [i9]Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou:
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks. CoRR abs/2012.15037 (2020)
2010 – 2019
- 2019
- [j17]Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Hengshu Zhu, Chunxiao Li, Hui Xiong:
Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. IEEE Trans. Knowl. Data Eng. 31(3): 535-548 (2019) - [j16]Tong Xu, Hengshu Zhu, Hao Zhong, Guannan Liu, Hui Xiong, Enhong Chen:
Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation. IEEE Trans. Knowl. Data Eng. 31(6): 1122-1135 (2019) - [j15]Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu:
Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling. IEEE Trans. Knowl. Data Eng. 31(10): 1926-1939 (2019) - [c50]Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong:
Exploiting the Contagious Effect for Employee Turnover Prediction. AAAI 2019: 1166-1173 - [c49]Kai Zhang, Hefu Zhang, Qi Liu, Hongke Zhao, Hengshu Zhu, Enhong Chen:
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification. AAAI 2019: 5773-5780 - [c48]Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong:
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning. CIKM 2019: 2763-2771 - [c47]Yuyang Ye, Hengshu Zhu, Tong Xu, Fuzhen Zhuang, Runlong Yu, Hui Xiong:
Identifying High Potential Talent: A Neural Network Based Dynamic Social Profiling Approach. ICDM 2019: 718-727 - [c46]Qi Zhang, Tong Xu, Hengshu Zhu, Lifu Zhang, Hui Xiong, Enhong Chen, Qi Liu:
Aftershock Detection with Multi-scale Description Based Neural Network. ICDM 2019: 886-895 - [c45]Xunxian Wu, Tong Xu, Hengshu Zhu, Le Zhang, Enhong Chen, Hui Xiong:
Trend-Aware Tensor Factorization for Job Skill Demand Analysis. IJCAI 2019: 3891-3897 - [c44]Qingxin Meng, Hengshu Zhu, Keli Xiao, Le Zhang, Hui Xiong:
A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction. KDD 2019: 14-24 - [c43]Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong:
The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach. KDD 2019: 1625-1633 - [c42]Chuan Qin, Hengshu Zhu, Chen Zhu, Tong Xu, Fuzhen Zhuang, Chao Ma, Jingshuai Zhang, Hui Xiong:
DuerQuiz: A Personalized Question Recommender System for Intelligent Job Interview. KDD 2019: 2165-2173 - [c41]Le Zhang, Hengshu Zhu, Tong Xu, Chen Zhu, Chuan Qin, Hui Xiong, Enhong Chen:
Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model? WWW 2019: 2312-2322 - [i8]Binbin Jin, Enhong Chen, Hongke Zhao, Zhenya Huang, Qi Liu, Hengshu Zhu, Shui Yu:
Promotion of Answer Value Measurement with Domain Effects in Community Question Answering Systems. CoRR abs/1906.00156 (2019) - [i7]Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He:
A Comprehensive Survey on Transfer Learning. CoRR abs/1911.02685 (2019) - [i6]Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong:
Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest. CoRR abs/1911.09275 (2019) - 2018
- [j14]Chen Zhu, Hengshu Zhu, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding, Pan Li:
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning. ACM Trans. Manag. Inf. Syst. 9(3): 12:1-12:17 (2018) - [j13]Hongke Zhao, Qi Liu, Hengshu Zhu, Yong Ge, Enhong Chen, Yan Zhu, Junping Du:
A Sequential Approach to Market State Modeling and Analysis in Online P2P Lending. IEEE Trans. Syst. Man Cybern. Syst. 48(1): 21-33 (2018) - [c40]Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong:
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach. AAAI 2018: 2572-2579 - [c39]Qingxin Meng, Hengshu Zhu, Keli Xiao, Hui Xiong:
Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach. ICDM 2018: 337-346 - [c38]Liang Zhang, Keli Xiao, Hengshu Zhu, Chuanren Liu, Jingyuan Yang, Bo Jin:
CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. ICDM 2018: 757-766 - [c37]Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong:
A Joint Learning Approach to Intelligent Job Interview Assessment. IJCAI 2018: 3542-3548 - [c36]Ying Sun, Hengshu Zhu, Fuzhen Zhuang, Jingjing Gu, Qing He:
Exploring the Urban Region-of-Interest through the Analysis of Online Map Search Queries. KDD 2018: 2269-2278 - [c35]Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong:
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach. SIGIR 2018: 25-34 - [i5]Chen Zhu, Hengshu Zhu, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding, Pan Li:
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning. CoRR abs/1810.04040 (2018) - [i4]Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong:
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach. CoRR abs/1812.08947 (2018) - 2017
- [j12]Enhong Chen, Guangxiang Zeng, Ping Luo, Hengshu Zhu, Jilei Tian, Hui Xiong:
Discerning individual interests and shared interests for social user profiling. World Wide Web 20(2): 417-435 (2017) - [c34]Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong:
Collaborative Company Profiling: Insights from an Employee's Perspective. AAAI 2017: 1417-1423 - [c33]Chao Ma, Chen Zhu, Yanjie Fu, Hengshu Zhu, Guiquan Liu, Enhong Chen:
Social User Profiling: A Social-Aware Topic Modeling Perspective. DASFAA (2) 2017: 610-622 - [c32]Xunpeng Huang, Le Wu, Enhong Chen, Hengshu Zhu, Qi Liu, Yijun Wang:
Incremental Matrix Factorization: A Linear Feature Transformation Perspective. IJCAI 2017: 1901-1908 - [c31]Huayu Li, Yong Ge, Hengshu Zhu, Hui Xiong, Hongke Zhao:
Prospecting the Career Development of Talents: A Survival Analysis Perspective. KDD 2017: 917-925 - [c30]Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong:
Point-of-Interest Demand Modeling with Human Mobility Patterns. KDD 2017: 947-955 - [i3]Chen Zhu, Hengshu Zhu, Hui Xiong, Pengliang Ding, Fang Xie:
Recruitment Market Trend Analysis with Sequential Latent Variable Models. CoRR abs/1712.02975 (2017) - [i2]Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong:
Collaborative Company Profiling: Insights from an Employee's Perspective. CoRR abs/1712.02987 (2017) - [i1]Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong:
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach. CoRR abs/1712.03087 (2017) - 2016
- [j11]Chen Zhu, Hengshu Zhu, Yong Ge, Enhong Chen, Qi Liu, Tong Xu, Hui Xiong:
Tracking the evolution of social emotions with topic models. Knowl. Inf. Syst. 47(3): 517-544 (2016) - [c29]Yan Zhu, Hengshu Zhu, Qi Liu, Enhong Chen, Hong Li, Hongke Zhao:
Exploring the Procrastination of College Students: A Data-Driven Behavioral Perspective. DASFAA (1) 2016: 258-273 - [c28]Chen Zhu, Hengshu Zhu, Hui Xiong, Pengliang Ding, Fang Xie:
Recruitment Market Trend Analysis with Sequential Latent Variable Models. KDD 2016: 383-392 - [c27]Hengshu Zhu, Hui Xiong, Fangshuang Tang, Qi Liu, Yong Ge, Enhong Chen, Yanjie Fu:
Days on Market: Measuring Liquidity in Real Estate Markets. KDD 2016: 393-402 - [c26]Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu:
Talent Circle Detection in Job Transition Networks. KDD 2016: 655-664 - [c25]Huayu Li, Yong Ge, Richang Hong, Hengshu Zhu:
Point-of-Interest Recommendations: Learning Potential Check-ins from Friends. KDD 2016: 975-984 - [c24]Tong Xu, Hengshu Zhu, Xiangyu Zhao, Qi Liu, Hao Zhong, Enhong Chen, Hui Xiong:
Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective. KDD 2016: 1285-1294 - 2015
- [j10]Hengshu Zhu, Chuanren Liu, Yong Ge, Hui Xiong, Enhong Chen:
Popularity Modeling for Mobile Apps: A Sequential Approach. IEEE Trans. Cybern. 45(7): 1303-1314 (2015) - [j9]Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen:
Discovery of Ranking Fraud for Mobile Apps. IEEE Trans. Knowl. Data Eng. 27(1): 74-87 (2015) - [j8]Liyang Tang, Zhiwei Ni, Hui Xiong, Hengshu Zhu:
Locating targets through mention in Twitter. World Wide Web 18(4): 1019-1049 (2015) - [c23]Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie:
Mining Indecisiveness in Customer Behaviors. ICDM 2015: 281-290 - [c22]Huang Xu, Zhiwen Yu, Hui Xiong, Bin Guo, Hengshu Zhu:
Learning Career Mobility and Human Activity Patterns for Job Change Analysis. ICDM 2015: 1057-1062 - [c21]Guangxiang Zeng, Hengshu Zhu, Qi Liu, Ping Luo, Enhong Chen, Tong Zhang:
Matrix Factorization with Scale-Invariant Parameters. IJCAI 2015: 4017-4024 - [c20]Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu:
Real Estate Ranking via Mixed Land-use Latent Models. KDD 2015: 299-308 - [c19]Qing Wang, Hengshu Zhu, Wei Hu, Zhiyong Shen, Yuan Yao:
Discerning Tactical Patterns for Professional Soccer Teams: An Enhanced Topic Model with Applications. KDD 2015: 2197-2206 - [c18]Tong Xu, Hao Zhong, Hengshu Zhu, Hui Xiong, Enhong Chen, Guannan Liu:
Exploring the Impact of Dynamic Mutual Influence on Social Event Participation. SDM 2015: 262-270 - [c17]Guangxiang Zeng, Ping Luo, Enhong Chen, Hui Xiong, Hengshu Zhu, Qi Liu:
Convex Matrix Completion: A Trace-Ball Optimization Perspective. SDM 2015: 334-342 - [c16]Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge:
Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization. SDM 2015: 352-360 - [c15]Chu Guan, Qi Liu, Jingsong Lv, Enhong Chen, Hengshu Zhu, Xin Li:
Consolidation: Metric+Active Learning and Its Applications for Cross-Domain Recommendation. WI-IAT (1) 2015: 244-251 - 2014
- [j7]Kuifei Yu, Hengshu Zhu, Huanhuan Cao, Baoxian Zhang, Enhong Chen, Jilei Tian, Jinghai Rao:
Learning to detect subway arrivals for passengers on a train. Frontiers Comput. Sci. 8(2): 316-329 (2014) - [j6]Tong Xu, Hengshu Zhu, Enhong Chen, Baoxing Huai, Hui Xiong, Jilei Tian:
Learning to annotate via social interaction analytics. Knowl. Inf. Syst. 41(2): 251-276 (2014) - [j5]Hengshu Zhu, Enhong Chen, Hui Xiong, Kuifei Yu, Huanhuan Cao, Jilei Tian:
Mining Mobile User Preferences for Personalized Context-Aware Recommendation. ACM Trans. Intell. Syst. Technol. 5(4): 58:1-58:27 (2014) - [j4]Baoxing Huai, Enhong Chen, Hengshu Zhu, Hui Xiong, Tengfei Bao, Qi Liu, Jilei Tian:
Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach. ACM Trans. Knowl. Discov. Data 9(2): 10:1-10:29 (2014) - [j3]Hengshu Zhu, Enhong Chen, Hui Xiong, Huanhuan Cao, Jilei Tian:
Mobile App Classification with Enriched Contextual Information. IEEE Trans. Mob. Comput. 13(7): 1550-1563 (2014) - [j2]Hengshu Zhu, Enhong Chen, Hui Xiong, Huanhuan Cao, Jilei Tian:
Ranking user authority with relevant knowledge categories for expert finding. World Wide Web 17(5): 1081-1107 (2014) - [c14]Fangshuang Tang, Qi Liu, Hengshu Zhu, Enhong Chen, Feida Zhu:
Diversified social influence maximization. ASONAM 2014: 455-459 - [c13]Biao Chang, Hengshu Zhu, Yong Ge, Enhong Chen, Hui Xiong, Chang Tan:
Predicting the Popularity of Online Serials with Autoregressive Models. CIKM 2014: 1339-1348 - [c12]Bo Jin, Yong Ge, Hengshu Zhu, Li Guo, Hui Xiong, Chao Zhang:
Technology Prospecting for High Tech Companies through Patent Mining. ICDM 2014: 220-229 - [c11]Chen Zhu, Hengshu Zhu, Yong Ge, Enhong Chen, Qi Liu:
Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective. ICDM 2014: 697-706 - [c10]Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong:
A cost-effective recommender system for taxi drivers. KDD 2014: 45-54 - [c9]Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen:
Mobile app recommendations with security and privacy awareness. KDD 2014: 951-960 - 2013
- [c8]Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen:
Ranking fraud detection for mobile apps: a holistic view. CIKM 2013: 619-628 - [c7]Kuifei Yu, Hengshu Zhu, Huanhuan Cao, Baoxian Zhang, Enhong Chen, Jilei Tian, Jinghai Rao:
Learning to Detect the Subway Station Arrival for Mobile Users. IDEAL 2013: 49-57 - [c6]Xue Bai, Yun Xiong, Yangyong Zhu, Hengshu Zhu:
Time Series Representation: A Random Shifting Perspective. WAIM 2013: 37-50 - 2012
- [j1]Hengshu Zhu, Enhong Chen, Huanhuan Cao, Jilei Tian:
Context-Aware Expert Finding in Tag Based Knowledge Sharing Communities. Int. J. Knowl. Syst. Sci. 3(1): 48-63 (2012) - [c5]Hengshu Zhu, Huanhuan Cao, Enhong Chen, Hui Xiong, Jilei Tian:
Exploiting enriched contextual information for mobile app classification. CIKM 2012: 1617-1621 - [c4]Hengshu Zhu, Enhong Chen, Kuifei Yu, Huanhuan Cao, Hui Xiong, Jilei Tian:
Mining Personal Context-Aware Preferences for Mobile Users. ICDM 2012: 1212-1217 - [c3]Kuifei Yu, Baoxian Zhang, Hengshu Zhu, Huanhuan Cao, Jilei Tian:
Towards Personalized Context-Aware Recommendation by Mining Context Logs through Topic Models. PAKDD (1) 2012: 431-443 - 2011
- [c2]Hengshu Zhu, Huanhuan Cao, Hui Xiong, Enhong Chen, Jilei Tian:
Towards expert finding by leveraging relevant categories in authority ranking. CIKM 2011: 2221-2224 - [c1]Hengshu Zhu, Enhong Chen, Huanhuan Cao:
Finding Experts in Tag Based Knowledge Sharing Communities. KSEM 2011: 183-195
Coauthor Index
[j23] [j21] [j20] [j19] [j18] [c55] [c54] [c53] [c52] [c51] [i13] [i12] [i10] [i9] [j17] [j16] [j15] [c50] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [i7] [i6] [j14] [c40] [c39] [c37] [c35] [i5] [i4] [j12] [c34] [c31] [c30] [i3] [i2] [i1] [j11] [c28] [c27] [c26] [c24] [j10] [j9] [j8] [c23] [c22] [c20] [c18] [c17] [j6] [j5] [j4] [j3] [j2] [c13] [c12] [c10] [c9] [c8] [c5] [c4] [c2]
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