| 2026 | ITiCSE | Teaching Data Science without the Programming Barrier: Design and Evaluation of an Integrated Learning Platform. | Xumin Liu, Erik Golen |
| 2024 | ICML | Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection. | Abhinab Acharya, Dayou Yu, Qi Yu, Xumin Liu |
| 2023 | FIE | A Web-Based Learning Platform for Teaching Data Science to Non-Computer Majors. | Xumin Liu, Erik Golen, Rajendra K. Raj, Kimberly Fluet |
| 2022 | SIGCSE | DSLP: A Web-based Data Science Learning Platform to Support DS Education for Non-Computing Majors. | Xumin Liu, Erik Golen, Rajendra K. Raj |
| 2022 | SIGCSE | Introducing Data Science Topics to Non-Computing Majors. | Xumin Liu, Erik Golen, Rajendra K. Raj |
| 2021 | ICDM | Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval. | Dingrong Wang, Hitesh Sapkota, Xumin Liu, Qi Yu |
| 2021 | ICSOC | A Structure Alignment Deep Graph Model for Mashup Recommendation. | Eduardo Lima, Xumin Liu |
| 2019 | ESEM | Why is Developing Machine Learning Applications Challenging? A Study on Stack Overflow Posts. | Moayad Alshangiti, Hitesh Sapkota, Pradeep K. Murukannaiah, Xumin Liu, Qi Yu |
| 2019 | SIGITE | Complementing Course Contents Between IT/CS: A Case Study on Database Courses. | Jai W. Kang, Qi Yu, Edward P. Holden, Xumin Liu |
| 2017 | ICWS | Recommending Services for New Mashups through Service Factors and Top-K Neighbors. | Priyanka Samanta, Xumin Liu |
| 2017 | ICWS | Correlation-Aware Multi-Label Active Learning for Web Service Tag Recommendation. | Weishi Shi, Xumin Liu, Qi Yu |
| 2016 | ICSOC | Data-Dependent QoS-Based Service Selection. | Navati Jain, Chen Ding, Xumin Liu |
| 2016 | ICWS | An LDA-SVM Active Learning Framework for Web Service Classification. | Xumin Liu, Shaleen Agarwal, Chen Ding, Qi Yu |
| 2016 | NAACL | Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data. | Joseph Bullard, Cecilia Ovesdotter Alm, Xumin Liu, Qi Yu, Rubn A. Proao |
| 2015 | ICSOC | Aggregating Functionality, Use History, and Popularity of APIs to Recommend Mashup Creation. | Aditi Jain, Xumin Liu, Qi Yu |
| 2015 | ICWS | Incorporating User, Topic, and Service Related Latent Factors into Web Service Recommendation. | Xumin Liu, Isankumar Fulia |
| 2015 | ICWS | Extracting, Ranking, and Evaluating Quality Features of Web Services through User Review Sentiment Analysis. | Xumin Liu, Arpeet Kale, Javed Wasani, Chen Ding, Qi Yu |
| 2014 | ICWS | Unraveling and Learning Workflow Models from Interleaved Event Logs. | Xumin Liu |
| 2014 | ICWS | Personalized Decision Making for QoS-Based Service Selection. | Muhammad Suleman Saleem, Chen Ding, Xumin Liu, Chi-Hung Chi |
| 2014 | SIGCSE | Teaching service-oriented programming to CS and SE undergraduate students (abstract only). | Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Alex Pantaleev, Chunmei Liu |
| 2013 | FIE | Teaching Service-Oriented Programming to CS and SE undergraduate students. | Xumin Liu, Rajendra K. Raj, Thomas Reichlmayr, Chunmei Liu, Alex Pantaleev |
| 2013 | FIE | Incorporating Service-Oriented Programming techniques into undergraduate CS and SE curricula. | Xumin Liu, Rajendra K. Raj, Tom Reichlmayr, Chunmei Liu, Alex Pantaleev |
| 2013 | FIE | Teaching business analytics. | Li Yang, Xumin Liu |
| 2013 | ICWS | Incorporating User Behavior Patterns to Discover Workflow Models from Event Logs. | Xumin Liu, Hua Liu, Chen Ding |
| 2012 | CIBCB | Collaboration visualization on large dataset for protein-protein interaction network. | Hui Li, Chunmei Liu, Xumin Liu |
| 2012 | ICWS | Automatic Abstract Service Generation from Web Service Communities. | Xumin Liu, Hua Liu |
| 2012 | SERVICES | Automating Reusable Workflow Development from Design to Instantiation. | Yasmine Charif, Hua Liu, Andres Quiroz, Xumin Liu |
| 2011 | IJCNN | Evolutionary spectral co-clustering. | Nathan Green, Manjeet Rege, Xumin Liu, Reynold Bailey |
| 2011 | IRI | Web service discovery using semi-supervised Block Value Decomposition. | Amit Salunke, Minh Nguyen, Xumin Liu, Manjeet Rege |
| 2011 | ICWS | Constructing Operation-Level Ontologies for Web Services. | Xumin Liu, Hua Liu |
| 2010 | ICMLA | Peptide Sequence Tag-Based Blind Identification-based SVM Model. | Hui Li, Chunmei Liu, Xumin Liu, Macire Diakite, Legand L. Burge III, Abdul-Aziz Yakubu, William M. Southerland |
| 2010 | ICWS | Semantic Support for Adaptive Long Term Composed Services. | Xumin Liu, Chunmei Liu, Manjeet Rege, Athman Bouguettaya |
| 2010 | MMM | VDictionary: Automatically Generate Visual Dictionary via Wikimedias. | Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu |
| 2009 | ICWS | Efficient Access to Composite M-services. | Xu Yang, Athman Bouguettaya, Xumin Liu |
| 2008 | ICNC | Hardware Design and Implementation of Intelligent Teaching Aid Based on FDD Theory. | Jin Liu, Yong Guan, Jin-qiang Chen, Minhua Wu, Xumin Liu |
| 2007 | ICWS | Managing Top-down Changes in Service-Oriented Enterprises. | Xumin Liu, Athman Bouguettaya |
| 2005 | ICCS | Approximate B-Spline Surface Based on RBF Neural Networks. | Xumin Liu, Houkuan Huang, Weixiang Xu |
| 2004 | ER | WebDG - A Platform for E-Government Web Services. | Athman Bouguettaya, Brahim Medjahed, Abdelmounaam Rezgui, Mourad Ouzzani, Xumin Liu, Qi Yu |
| 2004 | SMC | An intelligent system of on space surface modeling. | Xumin Liu, Houkuan Huang, Weixiang Xu |