Gianinazzi, Lukas
- DiffDA: a Diffusion Model for Weather-scale Data Assimilation
2024/01/11 by Langwen Huang, Huang, Langwen, Lukas Gianinazzi +7 · 25 citations
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Climate variability and models #Computational Engineering #Cryospheric studies and observations #FOS: Computer and information sciences #Finance #Meteorological Phenomena and Simulations #and Science (cs.CE)
- Demystifying Chains, Trees, and Graphs of Thoughts
2024/01/25 by Maciej Besta, Besta, Maciej, Florim Memedi +27 · 19 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
- SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
2021/04/15 by Besta, Maciej, Kanakagiri, Raghavendra, Kwasniewski, Grzegorz +15 · 5 citations
#Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- REPS: Recycled Entropy Packet Spraying for Adaptive Load Balancing and Failure Mitigation
2024/07/31 by Bonato, Tommaso, Kabbani, Abdul, Ghalayini, Ahmad +7 · 9 citations
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts
2022/06/29 by Saleh Ashkboos, Ashkboos, Saleh, Langwen Huang +13 · 2 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- Learning Combinatorial Node Labeling Algorithms
2021/06/07 by Lukas Gianinazzi, Gianinazzi, Lukas, Maximilian Fries +9 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #I.2.2 #I.2.8 #Machine Learning (cs.LG) #Machine Learning and Data Classification #Scheduling and Timetabling Solutions
- Demystifying Higher-Order Graph Neural Networks
2024/06/18 by Maciej Besta, Florian Scheidl, Besta, Maciej +11 · 1 voice · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Social and Information Networks (cs.SI) #cs.AI #cs.LG #cs.SI