Maciej Besta
- Graph of Thoughts: Solving Elaborate Problems with Large Language Models
2023/08/18 by Maciej Besta, Nils Blach, Ales Kubicek +10 · 3 voices · 195 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Graph Processing on FPGAs: Taxonomy, Survey, Challenges
2019/02/25 by Maciej Besta, Dimitri Stanojevic, Besta, Maciej +9 · 1 voice · 1 citation
Computer Science · #Graph Theory and Algorithms #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques #cs.AR #cs.DC
- Reasoning Language Models: A Blueprint
2025/01/20 by Maciej Besta, Besta, Maciej, Barth, Julia +33 · 5 voices · 8 citations
Computer Science · #Natural Language Processing Techniques
- SeBS: A Serverless Benchmark Suite for Function-as-a-Service Computing
2020/12/28 by Marcin Copik, Grzegorz Kwaśniewski, Copik, Marcin +7 · 11 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- Demystifying Chains, Trees, and Graphs of Thoughts
2024/01/25 by Maciej Besta, Florim Memedi, Besta, Maciej +27 · 10 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
- Survey and Taxonomy of Lossless Graph Compression and Space-Efficient Graph Representations
2018/06/05 by Maciej Besta, Torsten Hoefler, Besta, Maciej +1 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Graph Theory and Algorithms #Algorithms and Data Compression #DNA and Biological Computing
- Red-blue pebbling revisited: near optimal parallel matrix-matrix multiplication
2019/08/26 by Grzegorz Kwaśniewski, Marko Kabić, Kwasniewski, Grzegorz +9 · 2 citations
Computer Science · #Computational Complexity (cs.CC) #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Transformations of High-Level Synthesis Codes for High-Performance Computing
2018/05/21 by Johannes de Fine Licht, Licht, Johannes de Fine, Maciej Besta +5 · 1 citation
Computer Science · Engineering · #Advanced Software Engineering Methodologies #C.1.4 #D.1.3 #Distributed #FOS: Computer and information sciences #I.1.3 #Modular Robots and Swarm Intelligence #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
2024/06/07 by Maciej Besta, Besta, Maciej, Ales Kubicek +26 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques
- Building Blocks for Network-Accelerated Distributed File Systems
2022/06/20 by Salvatore Di Girolamo, Di Girolamo, Salvatore, Daniele De Sensi +13 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Data Security Solutions
- Cached Operator Reordering: A Unified View for Fast GNN Training
2023/08/23 by Julia Bazińska, Bazinska, Julia, Andrei Ivanov +11 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Recommender Systems and Techniques
- High Performance Unstructured SpMM Computation Using Tensor Cores
2024/08/21 by Patrik Okanovic, Grzegorz Kwaśniewski, Okanovic, Patrik +9 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #Multimedia Learning Systems #Parallel #and Cluster Computing (cs.DC)
- Affordable AI Assistants with Knowledge Graph of Thoughts
2025/04/03 by Maciej Besta, Besta, Maciej, Lorenzo Paleari +29 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms