| 2025 | EuroSys | Towards VM Rescheduling Optimization Through Deep Reinforcement Learning. | Xianzhong Ding, Yunkai Zhang, Binbin Chen, Donghao Ying, Tieying Zhang, Jianjun Chen, Lei Zhang, Alberto Cerpa, Wan Du |
| 2023 | SC | HPC-GPT: Integrating Large Language Model for High-Performance Computing. | Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du |
| 2023 | SENSYS | TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. | Hamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa |
| 2021 | SENSYS | Building sensor fault detection and diagnostic system. | Devanshu Kumar, Xianzhong Ding, Wan Du, Alberto Cerpa |
| 2019 | SENSYS | OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. | Xianzhong Ding, Wan Du, Alberto Cerpa |
| 2016 | SENSYS | Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract. | Grigore Stamatescu, Alex Beltran, Alberto Cerpa |
| 2013 | INFOCOM | Quick construction of data-driven models of the short-term behavior of wireless links. | Ankur Kamthe, Miguel . Carreira-Perpin, Alberto Cerpa |
| 2013 | SENSYS | ThermoSense: thermal array sensor networks in building management. | Varick L. Erickson, Alex Beltran, Daniel A. Winkler, Niloufar P. Esfahani, John R. Lusby, Alberto Cerpa |
| 2012 | SENSYS | TALENT: temporal adaptive link estimator with no training. | Tao Liu, Alberto Cerpa |
| 2011 | IJCAI | Adaptation of a Mixture of Multivariate Bernoulli Distributions. | Ankur Kamthe, Miguel . Carreira-Perpin, Alberto Cerpa |
| 2011 | SENSYS | Enabling building energy auditing using adapted occupancy models. | Ankur Kamthe, Varick L. Erickson, Miguel . Carreira-Perpin, Alberto Cerpa |
| 2011 | SENSYS | Building energy management systems actuated using wireless camera sensor networks. | Siddharth Zaveri, Shane Ross, Varick L. Erickson, Ankur Kamthe, Tao Liu, Alberto Cerpa |
| 2009 | EWSN | SCOPES: Smart Cameras Object Position Estimation System. | Ankur Kamthe, Lun Jiang, Matthew Dudys, Alberto Cerpa |
| 2009 | SENSYS | Measuring foot pronation using RFID sensor networks. | Varick L. Erickson, Ankur Kamthe, Alberto Cerpa |
| 2009 | SENSYS | A wireless pedestrian tracking network. | Lun Jiang, Ankur Kamthe, Alberto Cerpa |
| 2009 | SENSYS | M&M: multi-level Markov model for wireless link simulations. | Ankur Kamthe, Miguel . Carreira-Perpin, Alberto Cerpa |
| 2009 | SENSYS | Wireless link simulations using multi-level Markov models. | Ankur Kamthe, Miguel . Carreira-Perpin, Alberto Cerpa |
| 2009 | SECON | Performance Evaluation of Link Quality Estimation Metrics for Static Multihop Wireless Sensor Networks. | Tao Liu, Ankur Kamthe, Lun Jiang, Alberto Cerpa |
| 2005 | MOBIHOC | Temporal properties of low power wireless links: modeling and implications on multi-hop routing. | Alberto Cerpa, Jennifer L. Wong, Miodrag Potkonjak, Deborah Estrin |
| 2004 | USENIX | EmStar: A Software Environment for Developing and Deploying Wireless Sensor Networks. | Lewis Girod, Jeremy Elson, Alberto Cerpa, Thanos Stathopoulos, Nithya Ramanathan, Deborah Estrin |
| 2002 | INFOCOM | ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies.. | Alberto Cerpa, Deborah Estrin |
| 2000 | FORTE | Systematic Performance Evaluation of Multipoint Protocols. | Ahmed Helmy, Sandeep Gupta, Deborah Estrin, Alberto Cerpa, Yan Yu |