| 2025 | ICDM | Data Insights into Teen Consumer Trends: From Kaggle to Knoxville. | Caroline Zhao, Chuanren Liu |
| 2025 | KDD | Large-scale Human Mobility Data Regeneration for Open Urban Research. | Ruixing Zhang, Yunqi Liu, Liangzhe Han, Leilei Sun, Chuanren Liu, Jibin Wang, Weifeng Lv |
| 2025 | KDD | Position-Aware Neighbor Aggregation for Dynamic Link Prediction. | Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Chuanren Liu, Tongyu Zhu |
| 2024 | KDD | MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. | Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu |
| 2024 | WWW | Unified Uncertainty Estimation for Cognitive Diagnosis Models. | Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang |
| 2023 | KDD | Community-based Dynamic Graph Learning for Popularity Prediction. | Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong |
| 2023 | KDD | End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising. | Wuyang Mao, Chuanren Liu, Yundu Huang, Zhonglin Zu, M. Harshvardhan, Liang Wang, Bo Zheng |
| 2022 | ICIS | Career Path Clustering via Sequential Job Embedding and Mixture Markov Models. | Hao Zhong, Chuanren Liu |
| 2022 | ICIS | Firm Profiling and Competition Assessment via Heterogeneous Occupation Network. | Hao Zhong, Chuanren Liu |
| 2022 | WSDM | An Adaptive Unified Allocation Framework for Guaranteed Display Advertising. | Xiao Cheng, Chuanren Liu, Liang Dai, Peng Zhang, Zhen Fang, Zhonglin Zu |
| 2021 | ICDM | Conversion Prediction with Delayed Feedback: A Multi-task Learning Approach. | Yilin Hou, Guangming Zhao, Chuanren Liu, Zhonglin Zu, Xiaoqiang Zhu |
| 2021 | ICDM | Addressing Exposure Bias in Uplift Modeling for Large-scale Online Advertising. | Wenwei Ke, Chuanren Liu, Xiangfu Shi, Yiqiao Dai, Philip S. Yu, Xiaoqiang Zhu |
| 2021 | IJCAI | GraphMI: Extracting Private Graph Data from Graph Neural Networks. | Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen |
| 2021 | KDD | Representation Learning on Knowledge Graphs for Node Importance Estimation. | Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong |
| 2020 | AAAI | Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach. | Yang Liu, Qi Liu, Hongke Zhao, Zhen Pan, Chuanren Liu |
| 2020 | DSAA | Precision Coupon Targeting with Dynamic Customer Triage. | Chuanren Liu, Wenxiang Zhu |
| 2020 | ICDM | Structure-based Knowledge Tracing: An Influence Propagation View. | Shiwei Tong, Qi Liu, Wei Huang, Zhenya Huang, Enhong Chen, Chuanren Liu, Haiping Ma, Shijin Wang |
| 2020 | IJCAI | Why We Go Where We Go: Profiling User Decisions on Choosing POIs. | Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong |
| 2020 | KDD | Predicting Temporal Sets with Deep Neural Networks. | Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv |
| 2020 | KDD | Prediction and Profiling of Audience Competition for Online Television Series. | Peng Zhang, Chuanren Liu, Kefeng Ning, Wenxiang Zhu, Yu Zhang |
| 2020 | SIGIR | Dual Sequential Network for Temporal Sets Prediction. | Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv |
| 2019 | AAAI | Exploiting the Contagious Effect for Employee Turnover Prediction. | Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong |
| 2019 | ICDM | Large-Scale Personalized Delivery for Guaranteed Display Advertising with Real-Time Pacing. | Zhen Fang, Yang Li, Chuanren Liu, Wenxiang Zhu, Yu Zheng, Wenjun Zhou |
| 2019 | KDD | Exploiting Cognitive Structure for Adaptive Learning. | Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang |
| 2018 | AAAI | Confidence-Aware Matrix Factorization for Recommender Systems. | Chao Wang, Qi Liu, Runze Wu, Enhong Chen, Chuanren Liu, Xunpeng Huang, Zhenya Huang |
| 2018 | CIKM | Deep Graph Embedding for Ranking Optimization in E-commerce. | Chen Chu, Zhao Li, Beibei Xin, Fengchao Peng, Chuanren Liu, Remo Rohs, Qiong Luo, Jingren Zhou |
| 2018 | ICDM | CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. | Liang Zhang, Keli Xiao, Hengshu Zhu, Chuanren Liu, Jingyuan Yang, Bo Jin |
| 2018 | IJCAI | Patent Litigation Prediction: A Convolutional Tensor Factorization Approach. | Qi Liu, Han Wu, Yuyang Ye, Hongke Zhao, Chuanren Liu, Dongfang Du |
| 2018 | KDD | A Treatment Engine by Predicting Next-Period Prescriptions. | Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong |
| 2018 | KDD | Finding Similar Exercises in Online Education Systems. | Qi Liu, Zai Huang, Zhenya Huang, Chuanren Liu, Enhong Chen, Yu Su, Guoping Hu |
| 2018 | PAKDD | Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. | Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou |
| 2017 | AAAI | A Context-Enriched Neural Network Method for Recognizing Lexical Entailment. | Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv |
| 2017 | ICDM | Aggregation and Disaggregation of Information: A Holistic View. | Yuyue Chen, Chuanren Liu |
| 2017 | IJCAI | Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective. | Qi Liu, Guifeng Wang, Hongke Zhao, Chuanren Liu, Tong Xu, Enhong Chen |
| 2017 | KDD | Point-of-Interest Demand Modeling with Human Mobility Patterns. | Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong |
| 2017 | KDD | Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling. | Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye |
| 2016 | ICDM | To be or Not to be Friends: Exploiting Social Ties for Venture Investments. | Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong |
| 2016 | KDD | Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records. | Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong |
| 2016 | KDD | Unified Point-of-Interest Recommendation with Temporal Interval Assessment. | Yanchi Liu, Chuanren Liu, Bin Liu, Meng Qu, Hui Xiong |
| 2016 | KDD | Data-driven Automatic Treatment Regimen Development and Recommendation. | Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie |
| 2015 | ICDM | Mining Indecisiveness in Customer Behaviors. | Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie |
| 2015 | ICDM | Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations. | Jingyuan Yang, Chuanren Liu, Mingfei Teng, Hui Xiong, March Liao, Vivian Zhu |
| 2015 | KDD | Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. | Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong |
| 2014 | ICDM | Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective. | Qi Liu, Zheng Dong, Chuanren Liu, Xing Xie, Enhong Chen, Hui Xiong |
| 2014 | ICDM | 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 |
| 2014 | ICDM | Sequential Pattern Analysis with Right Granularity. | Chuanren Liu, Kai Zhang, Hui Xiong |
| 2014 | KDD | Proactive workflow modeling by stochastic processes with application to healthcare operation and management. | Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins |
| 2014 | KDD | Temporal skeletonization on sequential data: patterns, categorization, and visualization. | Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang |
| 2014 | PAKDD | Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach. | Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong |
| 2012 | ICDM | A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces. | Chuanren Liu, Hui Xiong, Yong Ge, Wei Geng, Matt Perkins |
| 2012 | SDM | Which Distance Metric is Right: An Evolutionary K-Means View. | Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong |
| 2011 | ICDM | A Taxi Driving Fraud Detection System. | Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou |
| 2011 | KDD | A taxi business intelligence system. | Yong Ge, Chuanren Liu, Hui Xiong, Jian Chen |
| 2010 | ICMLA | Pairwise Constrained Clustering with Group Similarity-Based Patterns. | Tianming Hu, Chuanren Liu, Jing Sun, Sam Yuan Sung, Peter A. Ng |
| 2009 | ADMA | Initialization of the Neighborhood EM Algorithm for Spatial Clustering. | Tianming Hu, Ji Ouyang, Chao Qu, Chuanren Liu |