Chuanren Liu

108 papers A* 40A 3B 1C 4Misc 1Journal 46Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Data Insights into Teen Consumer Trends: From Kaggle to Knoxville.
ICDM (Workshops)
Caroline Zhao, Chuanren Liu
2025 — conf
Large-scale Human Mobility Data Regeneration for Open Urban Research.
KDD (1)
Ruixing Zhang, Yunqi Liu, Liangzhe Han, Leilei Sun, Chuanren Liu, Jibin Wang, Weifeng Lv
2025 — conf
Position-Aware Neighbor Aggregation for Dynamic Link Prediction.
KDD (2)
Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Chuanren Liu, Tongyu Zhu
2025 J jnl
Print Demand Forecasting with Machine Learning at HP Inc.
INFORMS J. Appl. Anal.
M. Harshvardhan, Cara Curtland, Jerry Hwang, Chuck Vandam, Adam Ghozeil, Pedro A. Neto, Frederic Marie, Chuanren Liu
2025 J jnl
Transparent prediction of financial analyst recommendation quality using generalized additive model.
Electron. Commer. Res. Appl.
Shuai Jiang, Xiaoxin Pan, Yanhong Guo, Chuanren Liu, Hui Xiong
2025 J jnl
Uncovering IT Career Path Patterns with Job Embedding-based Sequence Clustering.
ACM Trans. Manag. Inf. Syst.
Hao Zhong, Chuanren Liu, Chaojiang Wu
2024 J jnl
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction.
IEEE Trans. Big Data
Han Wu, Guanqi Zhu, Qi Liu, Hengshu Zhu, Hao Wang, Hongke Zhao, Chuanren Liu, Enhong Chen, Hui Xiong
2024 J jnl
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling.
IEEE Trans. Knowl. Data Eng.
Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong
2024 J jnl
Continuous-Time User Preference Modelling for Temporal Sets Prediction.
IEEE Trans. Knowl. Data Eng.
Le Yu, Zihang Liu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv
2024 J jnl
Decision aggregation with reliability propagation.
Decis. Support Syst.
Hao Zhong, Yuyue Chen, Chuanren Liu, Hande Y. Benson
2024 J jnl
Firm profiling and competition assessment: A design science approach.
Inf. Manag.
Hao Zhong, Chuanren Liu
2024 A* conf
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning.
KDD
Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu
2024 J jnl
Multi-dimensional ability diagnosis for machine learning algorithms.
Sci. China Inf. Sci.
Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong
2024 A* conf
Unified Uncertainty Estimation for Cognitive Diagnosis Models.
WWW
Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang
2024 J jnl
Unified Uncertainty Estimation for Cognitive Diagnosis Models.
CoRR
Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang
2023 — conf
Career Path Clustering via Sequential Job Embedding and Mixture Markov Models.
PACIS
Hao Zhong, Chuanren Liu
2023 A* conf
Community-based Dynamic Graph Learning for Popularity Prediction.
KDD
Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong
2023 — conf
Decision Aggregation with Reliability Propagation.
PACIS
Hao Zhong, Yuyue Chen, Chuanren Liu, Hande Y. Benson
2023 J jnl
Diagnostic Sparse Connectivity Networks With Regularization Template.
IEEE Trans. Knowl. Data Eng.
Yue Qu, Chuanren Liu, Kai Zhang, Keli Xiao, Bo Jin, Hui Xiong
2023 J jnl
Editorial review: Data-intensive research in E-commerce.
Electron. Commer. Res. Appl.
Chuanren Liu, Xin Ye
2023 A* conf
End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising.
KDD
Wuyang Mao, Chuanren Liu, Yundu Huang, Zhonglin Zu, M. Harshvardhan, Liang Wang, Bo Zheng
2023 — conf
Firm Profiling and Competition Assessment: A Heterogeneous Occupation Network-based Method.
HICSS
Hao Zhong, Chuanren Liu
2023 J jnl
Heterogeneous Graph Representation Learning With Relation Awareness.
IEEE Trans. Knowl. Data Eng.
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2023 J jnl
Loan default prediction using a credit rating-specific and multi-objective ensemble learning scheme.
Inf. Sci.
Yu Song, Yuyan Wang, Xin Ye, Russell Zaretzki, Chuanren Liu
2023 J jnl
Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms.
CoRR
Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong
2023 J jnl
Recent advances in domain-driven data mining.
Int. J. Data Sci. Anal.
Chuanren Liu, Ehsan Fakharizadi, Tong Xu, Philip S. Yu
2022 A conf
An Adaptive Unified Allocation Framework for Guaranteed Display Advertising.
WSDM
Xiao Cheng, Chuanren Liu, Liang Dai, Peng Zhang, Zhen Fang, Zhonglin Zu
2022 C conf
Career Path Clustering via Sequential Job Embedding and Mixture Markov Models.
ICIS
Hao Zhong, Chuanren Liu
2022 C conf
Firm Profiling and Competition Assessment via Heterogeneous Occupation Network.
ICIS
Hao Zhong, Chuanren Liu
2022 J jnl
Peer Influence in the Adoption of Video Games.
Int. J. E Bus. Res.
Yang Li, Jiangen He, Chuanren Liu, Yanni Ping
2022 J jnl
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network.
ACM Trans. Knowl. Discov. Data
Nengjun Zhu, Jian Cao, Xinjiang Lu, Chuanren Liu, Hao Liu, Yanyan Li, Xiangfeng Luo, Hui Xiong
2022 J jnl
Prediction of Treatment Medicines With Dual Adaptive Sequential Networks.
IEEE Trans. Knowl. Data Eng.
Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei
2021 A* conf
Addressing Exposure Bias in Uplift Modeling for Large-scale Online Advertising.
ICDM
Wenwei Ke, Chuanren Liu, Xiangfu Shi, Yiqiao Dai, Philip S. Yu, Xiaoqiang Zhu
2021 J jnl
Automatic Treatment Regimen Design.
IEEE Trans. Knowl. Data Eng.
Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie
2021 A* conf
Conversion Prediction with Delayed Feedback: A Multi-task Learning Approach.
ICDM
Yilin Hou, Guangming Zhao, Chuanren Liu, Zhonglin Zu, Xiaoqiang Zhu
2021 J jnl
Exploiting Network Fusion for Organizational Turnover Prediction.
ACM Trans. Manag. Inf. Syst.
Mingfei Teng, Hengshu Zhu, Chuanren Liu, Hui Xiong
2021 A* conf
GraphMI: Extracting Private Graph Data from Graph Neural Networks.
IJCAI
Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen
2021 J jnl
GraphMI: Extracting Private Graph Data from Graph Neural Networks.
CoRR
Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen
2021 J jnl
Heterogeneous Graph Representation Learning with Relation Awareness.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2021 A* conf
Representation Learning on Knowledge Graphs for Node Importance Estimation.
KDD
Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2020 A* conf
Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach.
AAAI
Yang Liu, Qi Liu, Hongke Zhao, Zhen Pan, Chuanren Liu
2020 J jnl
Boundary salience: The interactive effect of organizational status distance and geographical proximity on coauthorship tie formation.
Soc. Networks
Dali Ma, V. K. Narayanan, Chuanren Liu, Ehsan Fakharizadi
2020 A* conf
Dual Sequential Network for Temporal Sets Prediction.
SIGIR
Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong
2020 J jnl
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach.
ACM Trans. Knowl. Discov. Data
Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo
2020 B conf
Precision Coupon Targeting with Dynamic Customer Triage.
DSAA
Chuanren Liu, Wenxiang Zhu
2020 A* conf
Predicting Temporal Sets with Deep Neural Networks.
KDD
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 J jnl
Predicting Temporal Sets with Deep Neural Networks.
CoRR
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv
2020 A* conf
Prediction and Profiling of Audience Competition for Online Television Series.
KDD
Peng Zhang, Chuanren Liu, Kefeng Ning, Wenxiang Zhu, Yu Zhang
2020 J jnl
Product Supply Optimization for Crowdfunding Campaigns.
IEEE Trans. Big Data
Guifeng Wang, Qi Liu, Hongke Zhao, Chuanren Liu, Tong Xu, Enhong Chen
2020 A* conf
Structure-based Knowledge Tracing: An Influence Propagation View.
ICDM
Shiwei Tong, Qi Liu, Wei Huang, Zhenya Huang, Enhong Chen, Chuanren Liu, Haiping Ma, Shijin Wang
2020 A* conf
Why We Go Where We Go: Profiling User Decisions on Choosing POIs.
IJCAI
Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong
2019 J jnl
Detecting Pickpocket Suspects from Large-Scale Public Transit Records.
IEEE Trans. Knowl. Data Eng.
Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong
2019 A* conf
Exploiting Cognitive Structure for Adaptive Learning.
KDD
Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang
2019 J jnl
Exploiting Cognitive Structure for Adaptive Learning.
CoRR
Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang
2019 J jnl
Exploiting intra-day patterns for market shock prediction: A machine learning approach.
Expert Syst. Appl.
Jinwen Sun, Keli Xiao, Chuanren Liu, Wenjun Zhou, Hui Xiong
2019 A* conf
Exploiting the Contagious Effect for Employee Turnover Prediction.
AAAI
Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong
2019 A* conf
Large-Scale Personalized Delivery for Guaranteed Display Advertising with Real-Time Pacing.
ICDM
Zhen Fang, Yang Li, Chuanren Liu, Wenxiang Zhu, Yu Zheng, Wenjun Zhou
2019 J jnl
Transit Pattern Detection Using Tensor Factorization.
INFORMS J. Comput.
Bowen Du, Wenjun Zhou, Chuanren Liu, Yifeng Cui, Hui Xiong
2019 J jnl
Unsupervised EEG feature extraction based on echo state network.
Inf. Sci.
Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong
2018 A* conf
A Treatment Engine by Predicting Next-Period Prescriptions.
KDD
Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong
2018 J jnl
A Unified View of Social and Temporal Modeling for B2B Marketing Campaign Recommendation.
IEEE Trans. Knowl. Data Eng.
Jingyuan Yang, Chuanren Liu, Mingfei Teng, Ji Chen, Hui Xiong
2018 A* conf
CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining.
ICDM
Liang Zhang, Keli Xiao, Hengshu Zhu, Chuanren Liu, Jingyuan Yang, Bo Jin
2018 A* conf
Confidence-Aware Matrix Factorization for Recommender Systems.
AAAI
Chao Wang, Qi Liu, Runze Wu, Enhong Chen, Chuanren Liu, Xunpeng Huang, Zhenya Huang
2018 A conf
Deep Graph Embedding for Ranking Optimization in E-commerce.
CIKM
Chen Chu, Zhao Li, Beibei Xin, Fengchao Peng, Chuanren Liu, Remo Rohs, Qiong Luo, Jingren Zhou
2018 A* conf
Finding Similar Exercises in Online Education Systems.
KDD
Qi Liu, Zai Huang, Zhenya Huang, Chuanren Liu, Enhong Chen, Yu Su, Guoping Hu
2018 A* conf
Patent Litigation Prediction: A Convolutional Tensor Factorization Approach.
IJCAI
Qi Liu, Han Wu, Yuyang Ye, Hongke Zhao, Chuanren Liu, Dongfang Du
2018 J jnl
Price Shock Detection With an Influence-Based Model of Social Attention.
ACM Trans. Manag. Inf. Syst.
Keli Xiao, Qi Liu, Chuanren Liu, Hui Xiong
2018 J jnl
Skeptical Deep Learning with Distribution Correction.
CoRR
Mingxiao An, Yongzhou Chen, Qi Liu, Chuanren Liu, Guangyi Lv, Fangzhao Wu, Jianhui Ma
2018 — conf
Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure.
PAKDD (1)
Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou
2018 J jnl
Which startup to invest in: a personalized portfolio strategy.
Ann. Oper. Res.
Hao Zhong, Chuanren Liu, Junwei Zhong, Hui Xiong
2017 A* conf
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment.
AAAI
Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv
2017 J jnl
A Proactive Workflow Model for Healthcare Operation and Management.
IEEE Trans. Knowl. Data Eng.
Chuanren Liu, Hui Xiong, Spiros Papadimitriou, Yong Ge, Keli Xiao
2017 — conf
Aggregation and Disaggregation of Information: A Holistic View.
ICDM Workshops
Yuyue Chen, Chuanren Liu
2017 A* conf
Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective.
IJCAI
Qi Liu, Guifeng Wang, Hongke Zhao, Chuanren Liu, Tong Xu, Enhong Chen
2017 J jnl
Fast affinity propagation clustering based on incomplete similarity matrix.
Knowl. Inf. Syst.
Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong
2017 — conf
Forecasting the rise and fall of volatile point-of-interests.
IEEE BigData
Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo
2017 J jnl
Intelligent bus routing with heterogeneous human mobility patterns.
Knowl. Inf. Syst.
Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
2017 A* conf
Point-of-Interest Demand Modeling with Human Mobility Patterns.
KDD
Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong
2017 A* conf
Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling.
KDD
Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye
2016 — conf
Buyer targeting optimization: A unified customer segmentation perspective.
IEEE BigData
Jingyuan Yang, Chuanren Liu, Mingfei Teng, March Liao, Hui Xiong
2016 A* conf
Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records.
KDD
Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong
2016 Misc conf
Characterizing the life cycle of point of interests using human mobility patterns.
UbiComp
Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan
2016 A* conf
Data-driven Automatic Treatment Regimen Development and Recommendation.
KDD
Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie
2016 J jnl
Efficient Compression Algorithm with Limited Resource for Continuous Surveillance.
KSII Trans. Internet Inf. Syst.
Ling Yin, Chuanren Liu, Xinjiang Lu, Jiafeng Chen, Caixing Liu
2016 J jnl
Instance-based credit risk assessment for investment decisions in P2P lending.
Eur. J. Oper. Res.
Yanhong Guo, Wenjun Zhou, Chunyu Luo, Chuanren Liu, Hui Xiong
2016 J jnl
Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling.
CoRR
Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye
2016 J jnl
Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization.
IEEE Trans. Knowl. Data Eng.
Chuanren Liu, Kai Zhang, Hui Xiong, Guofei Jiang, Qiang Yang
2016 A* conf
To be or Not to be Friends: Exploiting Social Ties for Venture Investments.
ICDM
Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong
2016 A* conf
Unified Point-of-Interest Recommendation with Temporal Interval Assessment.
KDD
Yanchi Liu, Chuanren Liu, Bin Liu, Meng Qu, Hui Xiong
2015 A* conf
Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations.
ICDM
Jingyuan Yang, Chuanren Liu, Mingfei Teng, Hui Xiong, March Liao, Vivian Zhu
2015 A* conf
Mining Indecisiveness in Customer Behaviors.
ICDM
Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie
2015 J jnl
Popularity Modeling for Mobile Apps: A Sequential Approach.
IEEE Trans. Cybern.
Hengshu Zhu, Chuanren Liu, Yong Ge, Hui Xiong, Enhong Chen
2015 A* conf
Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework.
KDD
Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong
2014 A* conf
Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing.
ICDM
Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
2014 — conf
Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach.
PAKDD (2)
Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong
2014 J jnl
High-dimensional clustering: a clique-based hypergraph partitioning framework.
Knowl. Inf. Syst.
Tianming Hu, Chuanren Liu, Yong Tang, Jing Sun, Hui Xiong, Sam Yuan Sung
2014 A* conf
Proactive workflow modeling by stochastic processes with application to healthcare operation and management.
KDD
Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins
2014 — conf
Sequential Pattern Analysis with Right Granularity.
ICDM Workshops
Chuanren Liu, Kai Zhang, Hui Xiong
2014 A* conf
Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.
ICDM
Qi Liu, Zheng Dong, Chuanren Liu, Xing Xie, Enhong Chen, Hui Xiong
2014 A* conf
Temporal skeletonization on sequential data: patterns, categorization, and visualization.
KDD
Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang
2012 A* conf
A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces.
ICDM
Chuanren Liu, Hui Xiong, Yong Ge, Wei Geng, Matt Perkins
2012 — conf
Stochastic Unsupervised Learning on Unlabeled Data.
ICML Unsupervised and Transfer Learning
Chuanren Liu, Jianjun Xie, Yong Ge, Hui Xiong
2012 A conf
Which Distance Metric is Right: An Evolutionary K-Means View.
SDM
Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong
2011 A* conf
A Taxi Driving Fraud Detection System.
ICDM
Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou
2011 A* conf
A taxi business intelligence system.
KDD
Yong Ge, Chuanren Liu, Hui Xiong, Jian Chen
2010 C conf
Pairwise Constrained Clustering with Group Similarity-Based Patterns.
ICMLA
Tianming Hu, Chuanren Liu, Jing Sun, Sam Yuan Sung, Peter A. Ng
2009 C conf
Initialization of the Neighborhood EM Algorithm for Spatial Clustering.
ADMA
Tianming Hu, Ji Ouyang, Chao Qu, Chuanren Liu