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Our paper on one-shot federated learning has been accepted at ICMLA 2022.
One-Shot Federated Group Collaborative Filtering
Maksim E. Eren (UMBC/LANL), Manish Bhattarai (LANL), Nicholas Solovyev (LANL), Luke E. Richards (UMBC), Roberto Yus (UMBC), Charles Nicholas (UMBC), Boian S. Alexandrov (LANL)
Our paper on supporting sensor-based smart space analytical applications has been accepted at CIKM 2022.
Sentaur: Sensor Observable Data Model for Smart Spaces
Peeyush Gupta, Sharad Mehrotra (University of California, Irvine); Shantanu Sharma (New Jersey Institute of Technology); Roberto Yus (University of Maryland, Baltimore County); and Nalini Venkatasubramanian (University of California, Irvine)
Our paper on supporting query-time enrichment has been accepted at VLDB 2022.
JENNER: Just-in-time Enrichment in Query Processing
Dhrubajyoti Ghosh, Peeyush Gupta, and Sharad Mehrotra (University of California, Irvine); Roberto Yus (University of Maryland, Baltimore County); and Yasser Altowim (Saudi Data and Artificial Intelligence Authority)
A research team that includes UMBC CSEE faculty Naghmeh Karimi and Roberto Yus won the second place prize in the 2022 INCS-CoE Sandpit Challenge on Digital Trust. The International Cyber Security Center of Excellence (INCS-CoE) is an international collaboration of government, industry, and academic organizations that have partnered to explore pioneering efforts to address cybersecurity challenges created by a growing borderless digital society. UMBC is a charter member of INCS-CoE.
Our paper on facilitating the administration of smart spaces has been accepted in ACM Transactions on Internet Technology.
The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces
Roberto Yus (University of Maryland, Baltimore County, USA); Georgios Bouloukakis (Telecom SudParis, USA); Sharad Mehrotra and Nalini Venkatasubramanian (University of California, Irvine, USA)