Initialization of the Neighborhood EM Algorithm for Spatial Clustering. - Tianming Hu; Ji Ouyang; Chao Qu; Chuanren Liu (ADMA, 2009)

Pairwise Constrained Clustering with Group Similarity-Based Patterns. - Tianming Hu; Chuanren Liu; Jing Sun 002; Sam Yuan Sung; Peter A. Ng (ICMLA, 2010)

A Taxi Driving Fraud Detection System. - Yong Ge; Hui Xiong 001; Chuanren Liu; Zhi-Hua Zhou (ICDM, 2011)

A taxi business intelligence system. - Yong Ge; Chuanren Liu; Hui Xiong 001; Jian Chen 016 (KDD, 2011)

A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces. - Chuanren Liu; Hui Xiong 001; Yong Ge; Wei Geng; Matt Perkins (ICDM, 2012)

Which Distance Metric is Right: An Evolutionary K-Means View. - Chuanren Liu; Tianming Hu; Yong Ge; Hui Xiong 001 (SDM, 2012)

Stochastic Unsupervised Learning on Unlabeled Data. - Chuanren Liu; Jianjun Xie; Yong Ge; Hui Xiong 001 (ICML Unsupervised and Transfer Learning, 2012)

Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective. - Qi Liu 003; Zheng Dong; Chuanren Liu; Xing Xie 001; Enhong Chen; Hui Xiong 001 (ICDM, 2014)

Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. - Yanchi Liu; Chuanren Liu; Nicholas Jing Yuan; Lian Duan; Yanjie Fu; Hui Xiong 001; Songhua Xu; Junjie Wu 002 (ICDM, 2014)

Sequential Pattern Analysis with Right Granularity. - Chuanren Liu; Kai Zhang 001; Hui Xiong 001 (ICDM Workshops, 2014)

Proactive workflow modeling by stochastic processes with application to healthcare operation and management. - Chuanren Liu; Yong Ge; Hui Xiong 001; Keli Xiao; Wei Geng; Matt Perkins (KDD, 2014)

Temporal skeletonization on sequential data: patterns, categorization, and visualization. - Chuanren Liu; Kai Zhang 001; Hui Xiong 001; Geoff Jiang; Qiang Yang 001 (KDD, 2014)

Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach. - Chuanren Liu; Tianming Hu; Yong Ge; Hui Xiong 001 (PAKDD (2), 2014)

High-dimensional clustering: a clique-based hypergraph partitioning framework. - Tianming Hu; Chuanren Liu; Yong Tang 001; Jing Sun 002; Hui Xiong 001; Sam Yuan Sung (Knowl. Inf. Syst., 2014)

Mining Indecisiveness in Customer Behaviors. - Qi Liu 003; Xianyu Zeng; Chuanren Liu; Hengshu Zhu; Enhong Chen; Hui Xiong 001; Xing Xie 001 (ICDM, 2015)

Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations. - Jingyuan Yang 001; Chuanren Liu; Mingfei Teng; Hui Xiong 001; March Liao; Vivian Zhu (ICDM, 2015)

Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. - Chuanren Liu; Fei Wang 001; Jianying Hu; Hui Xiong 001 (KDD, 2015)

Popularity Modeling for Mobile Apps: A Sequential Approach. - Hengshu Zhu; Chuanren Liu; Yong Ge; Hui Xiong 001; Enhong Chen (IEEE Trans. Cybern., 2015)

Buyer targeting optimization: A unified customer segmentation perspective. - Jingyuan Yang 001; Chuanren Liu; Mingfei Teng; March Liao; Hui Xiong 001 (IEEE BigData, 2016)

Characterizing the life cycle of point of interests using human mobility patterns. - Xinjiang Lu; Zhiwen Yu 001; Leilei Sun; Chuanren Liu; Hui Xiong 001; Chu Guan (UbiComp, 2016)

To be or Not to be Friends: Exploiting Social Ties for Venture Investments. - Hao Zhong 002; Chuanren Liu; Xinjiang Lu; Hui Xiong 001 (ICDM, 2016)

Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records. - Bowen Du 001; Chuanren Liu; Wenjun Zhou 001; Zhenshan Hou; Hui Xiong 001 (KDD, 2016)

Unified Point-of-Interest Recommendation with Temporal Interval Assessment. - Yanchi Liu; Chuanren Liu; Bin Liu 045; Meng Qu; Hui Xiong 001 (KDD, 2016)

Data-driven Automatic Treatment Regimen Development and Recommendation. - Leilei Sun; Chuanren Liu; Chonghui Guo; Hui Xiong 001; Yanming Xie (KDD, 2016)

Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling. - Kai Zhang 001; Chuanren Liu; Jie Zhang 012; Hui Xiong 001; Eric P. Xing; Jieping Ye (CoRR, 2016)

Instance-based credit risk assessment for investment decisions in P2P lending. - Yanhong Guo; Wenjun Zhou 001; Chunyu Luo; Chuanren Liu; Hui Xiong 001 (Eur. J. Oper. Res., 2016)

Efficient Compression Algorithm with Limited Resource for Continuous Surveillance. - Ling Yin; Chuanren Liu; Xinjiang Lu; JiaFeng Chen; Caixing Liu (KSII Trans. Internet Inf. Syst., 2016)

Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization. - Chuanren Liu; Kai Zhang 001; Hui Xiong 001; Guofei Jiang; Qiang Yang 001 (IEEE Trans. Knowl. Data Eng., 2016)

A Context-Enriched Neural Network Method for Recognizing Lexical Entailment. - Kun Zhang 015; Enhong Chen; Qi Liu 003; Chuanren Liu; Guangyi Lv (AAAI, 2017)

Forecasting the rise and fall of volatile point-of-interests. - Xinjiang Lu; Zhiwen Yu 001; Chuanren Liu; Yanchi Liu; Hui Xiong 001; Bin Guo 001 (IEEE BigData, 2017)

Aggregation and Disaggregation of Information: A Holistic View. - Yuyue Chen; Chuanren Liu (ICDM Workshops, 2017)

Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective. - Qi Liu 003; Guifeng Wang; Hongke Zhao; Chuanren Liu; Tong Xu 001; Enhong Chen (IJCAI, 2017)

Point-of-Interest Demand Modeling with Human Mobility Patterns. - Yanchi Liu; Chuanren Liu; Xinjiang Lu; Mingfei Teng; Hengshu Zhu; Hui Xiong 001 (KDD, 2017)

Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling. - Kai Zhang 001; Chuanren Liu; Jie Zhang 012; Hui Xiong 001; Eric P. Xing; Jieping Ye (KDD, 2017)

Intelligent bus routing with heterogeneous human mobility patterns. - Yanchi Liu; Chuanren Liu; Nicholas Jing Yuan; Lian Duan; Yanjie Fu; Hui Xiong 001; Songhua Xu; Junjie Wu 002 (Knowl. Inf. Syst., 2017)

Fast affinity propagation clustering based on incomplete similarity matrix. - Leilei Sun; Chonghui Guo; Chuanren Liu; Hui Xiong 001 (Knowl. Inf. Syst., 2017)

A Proactive Workflow Model for Healthcare Operation and Management. - Chuanren Liu; Hui Xiong 001; Spiros Papadimitriou; Yong Ge; Keli Xiao (IEEE Trans. Knowl. Data Eng., 2017)

Confidence-Aware Matrix Factorization for Recommender Systems. - Chao Wang 086; Qi Liu 003; Runze Wu 001; Enhong Chen; Chuanren Liu; Xunpeng Huang; Zhenya Huang (AAAI, 2018)

Deep Graph Embedding for Ranking Optimization in E-commerce. - Chen Chu; Zhao Li 007; Beibei Xin; Fengchao Peng; Chuanren Liu; Remo Rohs; Qiong Luo 001; Jingren Zhou 001 (CIKM, 2018)

CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. - Liang Zhang 031; Keli Xiao; Hengshu Zhu; Chuanren Liu; Jingyuan Yang 001; Bo Jin 001 (ICDM, 2018)

Patent Litigation Prediction: A Convolutional Tensor Factorization Approach. - Qi Liu 003; Han Wu 002; Yuyang Ye 002; Hongke Zhao; Chuanren Liu; Dongfang Du (IJCAI, 2018)

A Treatment Engine by Predicting Next-Period Prescriptions. - Bo Jin 001; Haoyu Yang; Leilei Sun; Chuanren Liu; Yue Qu; Jianing Tong (KDD, 2018)

Finding Similar Exercises in Online Education Systems. - Qi Liu 003; Zai Huang; Zhenya Huang; Chuanren Liu; Enhong Chen; Yu Su 002; Guoping Hu (KDD, 2018)

Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. - Jun Pu; Chuanren Liu; Jianghua Zhao; Ke Han; Yuanchun Zhou (PAKDD (1), 2018)

Which startup to invest in: a personalized portfolio strategy. - Hao Zhong 002; Chuanren Liu; Junwei Zhong; Hui Xiong 001 (Ann. Oper. Res., 2018)

Skeptical Deep Learning with Distribution Correction. - Mingxiao An; Yongzhou Chen; Qi Liu 003; Chuanren Liu; Guangyi Lv; Fangzhao Wu; Jianhui Ma (CoRR, 2018)

A Unified View of Social and Temporal Modeling for B2B Marketing Campaign Recommendation. - Jingyuan Yang 001; Chuanren Liu; Mingfei Teng; Ji Chen; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2018)

Price Shock Detection With an Influence-Based Model of Social Attention. - Keli Xiao; Qi Liu 003; Chuanren Liu; Hui Xiong 001 (ACM Trans. Manag. Inf. Syst., 2018)

Exploiting the Contagious Effect for Employee Turnover Prediction. - Mingfei Teng; Hengshu Zhu; Chuanren Liu; Chen Zhu 003; Hui Xiong 001 (AAAI, 2019)

Large-Scale Personalized Delivery for Guaranteed Display Advertising with Real-Time Pacing. - Zhen Fang; Yang Li 198; Chuanren Liu; Wenxiang Zhu; Yu Zheng; Wenjun Zhou 001 (ICDM, 2019)

Exploiting Cognitive Structure for Adaptive Learning. - Qi Liu 003; Shiwei Tong; Chuanren Liu; Hongke Zhao; Enhong Chen; Haiping Ma; Shijin Wang 001 (KDD, 2019)

Exploiting intra-day patterns for market shock prediction: A machine learning approach. - Jinwen Sun; Keli Xiao; Chuanren Liu; Wenjun Zhou 001; Hui Xiong 001 (Expert Syst. Appl., 2019)

Transit Pattern Detection Using Tensor Factorization. - Bowen Du 001; Wenjun Zhou 001; Chuanren Liu; Yifeng Cui; Hui Xiong 001 (INFORMS J. Comput., 2019)

Unsupervised EEG feature extraction based on echo state network. - Leilei Sun; Bo Jin 001; Haoyu Yang; Jianing Tong; Chuanren Liu; Hui Xiong 001 (Inf. Sci., 2019)

Detecting Pickpocket Suspects from Large-Scale Public Transit Records. - Bowen Du 001; Chuanren Liu; Wenjun Zhou 001; Zhenshan Hou; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2019)

Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach. - Yang Liu 278; Qi Liu 003; Hongke Zhao; Zhen Pan; Chuanren Liu (AAAI, 2020)

Precision Coupon Targeting with Dynamic Customer Triage. - Chuanren Liu; Wenxiang Zhu (DSAA, 2020)

Structure-based Knowledge Tracing: An Influence Propagation View. - Shiwei Tong; Qi Liu 003; Wei Huang 002; Zhenya Huang; Enhong Chen; Chuanren Liu; Haiping Ma; Shijin Wang 001 (ICDM, 2020)

Why We Go Where We Go: Profiling User Decisions on Choosing POIs. - Renjun Hu; Xinjiang Lu; Chuanren Liu; Yanyan Li; Hao Liu 026; Jingjing Gu; Shuai Ma 001; Hui Xiong 001 (IJCAI, 2020)

Predicting Temporal Sets with Deep Neural Networks. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (KDD, 2020)

Prediction and Profiling of Audience Competition for Online Television Series. - Peng Zhang 001; Chuanren Liu; Kefeng Ning; Wenxiang Zhu; Yu Zhang (KDD, 2020)

Dual Sequential Network for Temporal Sets Prediction. - Leilei Sun; Yansong Bai; Bowen Du 001; Chuanren Liu; Hui Xiong 001; Weifeng Lv (SIGIR, 2020)

Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (CoRR, 2020)

Boundary salience: The interactive effect of organizational status distance and geographical proximity on coauthorship tie formation. - Dali Ma; V. K. Narayanan; Chuanren Liu; Ehsan Fakharizadi (Soc. Networks, 2020)

Product Supply Optimization for Crowdfunding Campaigns. - Guifeng Wang; Qi Liu 003; Hongke Zhao; Chuanren Liu; Tong Xu 001; Enhong Chen (IEEE Trans. Big Data, 2020)

Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach. - Xinjiang Lu; Zhiwen Yu 001; Chuanren Liu; Yanchi Liu; Hui Xiong 001; Bin Guo 001 (ACM Trans. Knowl. Discov. Data, 2020)

Conversion Prediction with Delayed Feedback: A Multi-task Learning Approach. - Yilin Hou; Guangming Zhao; Chuanren Liu; Zhonglin Zu; Xiaoqiang Zhu (ICDM, 2021)

Addressing Exposure Bias in Uplift Modeling for Large-scale Online Advertising. - Wenwei Ke; Chuanren Liu; Xiangfu Shi; Yiqiao Dai; Philip S. Yu; Xiaoqiang Zhu (ICDM, 2021)

GraphMI: Extracting Private Graph Data from Graph Neural Networks. - Zaixi Zhang; Qi Liu 003; Zhenya Huang; Hao Wang 076; Chengqiang Lu; Chuanren Liu; Enhong Chen (IJCAI, 2021)

Representation Learning on Knowledge Graphs for Node Importance Estimation. - Han Huang; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (KDD, 2021)

Automatic Treatment Regimen Design. - Leilei Sun; Chuanren Liu; Guoqing Chen; Chonghui Guo; Hui Xiong 001; Yanming Xie (IEEE Trans. Knowl. Data Eng., 2021)

Exploiting Network Fusion for Organizational Turnover Prediction. - Mingfei Teng; Hengshu Zhu; Chuanren Liu; Hui Xiong 001 (ACM Trans. Manag. Inf. Syst., 2021)

Career Path Clustering via Sequential Job Embedding and Mixture Markov Models. - Hao Zhong 002; Chuanren Liu (ICIS, 2022)

Firm Profiling and Competition Assessment via Heterogeneous Occupation Network. - Hao Zhong 002; Chuanren Liu (ICIS, 2022)

An Adaptive Unified Allocation Framework for Guaranteed Display Advertising. - Xiao Cheng; Chuanren Liu; Liang Dai; Peng Zhang 001; Zhen Fang; Zhonglin Zu (WSDM, 2022)

Peer Influence in the Adoption of Video Games. - Yang Li 198; Jiangen He; Chuanren Liu; Yanni Ping (Int. J. E Bus. Res., 2022)

Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network. - Nengjun Zhu; Jian Cao 001; Xinjiang Lu; Chuanren Liu; Hao Liu 026; Yanyan Li; Xiangfeng Luo; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2022)

Prediction of Treatment Medicines With Dual Adaptive Sequential Networks. - Yang An; Liang Zhang 031; Haoyu Yang; Leilei Sun; Bo Jin 001; Chuanren Liu; Ruiyun Yu; Xiaopeng Wei (IEEE Trans. Knowl. Data Eng., 2022)

Firm Profiling and Competition Assessment: A Heterogeneous Occupation Network-based Method. - Hao Zhong 002; Chuanren Liu (HICSS, 2023)

Community-based Dynamic Graph Learning for Popularity Prediction. - Shuo Ji; Xiaodong Lu; Mingzhe Liu 002; Leilei Sun; Chuanren Liu; Bowen Du 001; Hui Xiong 001 (KDD, 2023)

End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising. - Wuyang Mao; Chuanren Liu; Yundu Huang; Zhonglin Zu; M. Harshvardhan; Liang Wang 001; Bo Zheng 007 (KDD, 2023)

Diagnostic Sparse Connectivity Networks With Regularization Template. - Yue Qu; Chuanren Liu; Kai Zhang 001; Keli Xiao; Bo Jin 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Recent advances in domain-driven data mining. - Chuanren Liu; Ehsan Fakharizadi; Tong Xu 001; Philip S. Yu (Int. J. Data Sci. Anal., 2023)

Editorial review: Data-intensive research in E-commerce. - Chuanren Liu; Xin Ye (Electron. Commer. Res. Appl., 2023)

Loan default prediction using a credit rating-specific and multi-objective ensemble learning scheme. - Yu Song; Yuyan Wang; Xin Ye; Russell Zaretzki; Chuanren Liu (Inf. Sci., 2023)

Heterogeneous Graph Representation Learning With Relation Awareness. - Le Yu 004; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. - Shuo Ji; Mingzhe Liu 002; Leilei Sun; Chuanren Liu; Tongyu Zhu (KDD, 2024)

Unified Uncertainty Estimation for Cognitive Diagnosis Models. - Fei Wang 063; Qi Liu 003; Enhong Chen; Chuanren Liu; Zhenya Huang; Jinze Wu; Shijin Wang 001 (WWW, 2024)

Multi-dimensional ability diagnosis for machine learning algorithms. - Qi Liu 003; Zheng Gong 001; Zhenya Huang; Chuanren Liu; Hengshu Zhu; Zhi Li 057; Enhong Chen; Hui Xiong 001 (Sci. China Inf. Sci., 2024)

Firm profiling and competition assessment: A design science approach. - Hao Zhong 002; Chuanren Liu (Inf. Manag., 2024)

A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction. - Han Wu 002; Guanqi Zhu; Qi Liu 003; Hengshu Zhu; Hao Wang 076; Hongke Zhao; Chuanren Liu; Enhong Chen; Hui Xiong 001 (IEEE Trans. Big Data, 2024)

Decision aggregation with reliability propagation. - Hao Zhong 002; Yuyue Chen; Chuanren Liu; Hande Y. Benson (Decis. Support Syst., 2024)

Continuous-Time User Preference Modelling for Temporal Sets Prediction. - Le Yu 004; Zihang Liu 001; Leilei Sun; Bowen Du 001; Chuanren Liu; Weifeng Lv (IEEE Trans. Knowl. Data Eng., 2024)

Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. - Yi Xu 013; Liangzhe Han; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Large-scale Human Mobility Data Regeneration for Open Urban Research. - Ruixing Zhang; Yunqi Liu; Liangzhe Han; Leilei Sun; Chuanren Liu; Jibin Wang; Weifeng Lv (KDD (1), 2025)

Transparent prediction of financial analyst recommendation quality using generalized additive model. - Shuai Jiang; Xiaoxin Pan; Yanhong Guo; Chuanren Liu; Hui Xiong 001 (Electron. Commer. Res. Appl., 2025)

Uncovering IT Career Path Patterns with Job Embedding-based Sequence Clustering. - Hao Zhong 002; Chuanren Liu; Chaojiang Wu (ACM Trans. Manag. Inf. Syst., 2025)