| 2025 | AAAI | Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach. | Khandker Sadia Rahman, Charalampos Chelmis |
| 2023 | ICASSP | Sequential Datum-Wise Joint Feature Selection and Classification in the Presence of External Classifier. | Sachini Piyoni Ekanayake, Daphney-Stavroula Zois, Charalampos Chelmis |
| 2023 | ICASSP | Bayesian Network Modeling and Prediction of Transitions Within the Homelessness System. | Khandker Sadia Rahman, Daphney-Stavroula Zois, Charalampos Chelmis |
| 2023 | ICWSM | Recipe Networks and the Principles of Healthy Food on the Web. | Charalampos Chelmis, Bedirhan Gergin |
| 2021 | WWW | Challenges and Opportunities in Using Data Science for Homelessness Service Provision. | Charalampos Chelmis, Wenting Qi, Wonhyung Lee |
| 2020 | ACSSC | Knowing When to Stop: Joint Heterogeneous Feature Selection and Classification. | Imara Nazar, Daphney-Stavroula Zois, Charalampos Chelmis |
| 2020 | ICASSP | On-The-Fly Feature Selection and Classification with Application to Civic Engagement Platforms. | Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis |
| 2019 | ACSSC | Automated Optimal Online Civil Issue Classification using Multiple Feature Sets. | Imara Nazar, Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis |
| 2019 | ICASSP | Robust Freeway Accident Detection: A Two-Stage Approach. | Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis |
| 2019 | ICASSP | Automating the Classification of Urban Issue Reports: an Optimal Stopping Approach. | Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis, Mengfan Yao |
| 2019 | WWW | Creating Public Value by Democratizing the Ecosystem of Human Service Providers. | Charalampos Chelmis, Mengfan Yao |
| 2019 | WWW | Cyberbullying Ends Here: Towards Robust Detection of Cyberbullying in Social Media. | Mengfan Yao, Charalampos Chelmis, Daphney-Stavroula Zois |
| 2019 | WWW | Lightning Talk-Towards Robust Detection of Cyberbullying in Social Media. | Mengfan Yao, Charalampos Chelmis, Daphney-Stavroula Zois |
| 2018 | ACSSC | Optimal Sequential Detection of Freeway Accidents. | Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis |
| 2018 | ACSSC | Improving Monitoring of Participatory Civil Issue Requests through Optimal Online Classification. | Daphney-Stavroula Zois, Christopher Yong, Charalampos Chelmis, Angeliki Kapodistria, Wonhyung Lee |
| 2018 | ICASSP | Optimal Online Cyberbullying Detection. | Daphney-Stavroula Zois, Angeliki Kapodistria, Mengfan Yao, Charalampos Chelmis |
| 2017 | ICDM | Mining Patterns of Cyberbullying on Twitter. | Charalampos Chelmis, Daphney-Stavroula Zois, Mengfan Yao |
| 2016 | AAAI | Learning to REDUCE: A Reduced Electricity Consumption Prediction Ensemble. | Saima Aman, Charalampos Chelmis, Viktor K. Prasanna |
| 2016 | FCCM | High-Throughput and Energy-Efficient Graph Processing on FPGA. | Shijie Zhou, Charalampos Chelmis, Viktor K. Prasanna |
| 2016 | ICCS | Optimal Customer Targeting for Sustainable Demand Response in Smart Grids. | Sanmukh R. Kuppannagari, Rajgopal Kannan, Charalampos Chelmis, Arash Saber Tehrani, Viktor K. Prasanna |
| 2016 | IJCAI | Implementation of Learning-Based Dynamic Demand Response on a Campus Micro-Grid. | Sanmukh R. Kuppannagari, Rajgopal Kannan, Charalampos Chelmis, Viktor K. Prasanna |
| 2016 | IJCAI | Thou Shalt ASQFor and Shalt Receive the Semantic Answer. | Muhammad Rizwan Saeed, Charalampos Chelmis, Viktor K. Prasanna |
| 2016 | WWW | Mining Large Dense Subgraphs. | Ajitesh Srivastava, Charalampos Chelmis, Viktor K. Prasanna |
| 2015 | AAAI | Influence-Driven Model for Time Series Prediction from Partial Observations. | Saima Aman, Charalampos Chelmis, Viktor K. Prasanna |
| 2015 | AAAI | Estimating Reduced Consumption for Dynamic Demand Response. | Charalampos Chelmis, Saima Aman, Muhammad Rizwan Saeed, Marc Frncu, Viktor K. Prasanna |
| 2015 | CCGRID | Real-Time Analytics for Fast Evolving Social Graphs. | Charith Wickramaarachchi, Alok Gautam Kumbhare, Marc Frncu, Charalampos Chelmis, Viktor K. Prasanna |