483 citations · 1.8k across the 35 of their papers we have counts for
37 papers
GraphSeek: Next-Generation Graph Analytics with LLMs
Maciej Besta, Łukasz Jarmocik, Orest Hrycyna +7
Graphs are foundational across domains but remain hard to use without deep expertise. LLMs promise accessible natural language (NL) graph analytics, yet they fail to process indust…
Psychologically Enhanced AI Agents
Maciej Besta, Shriram Chandran, Robert Gerstenberger +9
We introduce MBTI-in-Thoughts, a framework for enhancing the effectiveness of Large Language Model (LLM) agents through psychologically grounded personality conditioning. Drawing o…
Affordable AI Assistants with Knowledge Graph of Thoughts
Maciej Besta, Lorenzo Paleari, Jia Hao Andrea Jiang +15
Large Language Models (LLMs) are revolutionizing the development of AI assistants capable of performing diverse tasks across domains. However, current state-of-the-art LLM-driven a…
Reasoning Language Models: A Blueprint
Maciej Besta, Julia Barth, Eric Schreiber +16
Reasoning language models (RLMs), also known as Large Reasoning Models (LRMs), such as OpenAI's o1 and o3, DeepSeek-R1, and Alibaba's QwQ, have redefined AI's problem-solving capab…
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
Maciej Besta, Ales Kubicek, Robert Gerstenberger +13
Retrieval-Augmented Generation (RAG) improves Large Language Models (LLMs) by retrieving supporting documents into the prompt, but existing methods do not explicitly target queries…
CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks
Maciej Besta, Lorenzo Paleari, Marcin Copik +9
Large Language Models (LLMs) are transforming a wide range of domains, yet verifying their outputs remains a significant challenge, especially for complex open-ended tasks such as…
Demystifying Chains, Trees, and Graphs of Thoughts
Maciej Besta, Florim Memedi, Zhenyu Zhang +13
The field of natural language processing (NLP) has witnessed significant progress in recent years, with a notable focus on improving large language models' (LLM) performance throug…
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers
Maciej Besta, Afonso Claudino Catarino, Lukas Gianinazzi +4
Many graph representation learning (GRL) problems are dynamic, with millions of edges added or removed per second. A fundamental workload in this setting is dynamic link prediction…
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
Maciej Besta, Nils Blach, Ales Kubicek +8
We introduce Graph of Thoughts (GoT): a framework that advances prompting capabilities in large language models (LLMs) beyond those offered by paradigms such as Chain-of-Thought or…
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores
Maciej Besta, Robert Gerstenberger, Marc Fischer +9
Graph databases (GDBs) are crucial in academic and industry applications. The key challenges in developing GDBs are achieving high performance, scalability, programmability, and po…
Characterisation of the dip-bump structure observed in proton-proton elastic scattering at = 8 TeV
The TOTEM Collaboration, G. Antchev, P. Aspell +85
The TOTEM collaboration at the CERN LHC has measured the differential cross-section of elastic proton-proton scattering at in the squared four-momentum tr…
Comparison of and differential elastic cross sections and observation of the exchange of a Colorless -odd gluonic compound
C. Royon
We describe the discovery of the colorless -odd gluonic compound, the odderon, by the D0 and TOTEM Collaborations by comparing elastic differential cross sections measured in $p…
Elastic differential cross-section at 2.76 TeV and implications on the existence of a colourless 3-gluon bound state
TOTEM Collaboration, G. Antchev, P. Aspell +73
The proton-proton elastic differential cross section has been measured by the TOTEM experiment at TeV energy with m beam optics. The…
Elastic differential cross-section measurement at TeV by TOTEM
TOTEM Collaboration, G. Antchev, P. Aspell +74
The TOTEM collaboration has measured the elastic proton-proton differential cross section at TeV LHC energy using dedicated m beam opti…
First determination of the parameter at TeV -- probing the existence of a colourless three-gluon bound state
TOTEM Collaboration, G. Antchev, P. Aspell +93
The TOTEM experiment at the LHC has performed the first measurement at TeV of the parameter, the real to imaginary ratio of the nuclear elastic scattering ampli…
First measurement of elastic, inelastic and total cross-section at TeV by TOTEM and overview of cross-section data at LHC energies
The TOTEM Collaboration, . Antchev, P. Aspell +86
The TOTEM collaboration has measured the proton-proton total cross section at TeV with a luminosity-independent method. Using dedicated m beam optics, the…
Diamond Detectors for the TOTEM Timing Upgrade
TOTEM Collaboration, G. Antchev, P. Aspell +80
This paper describes the design and the performance of the timing detector developed by the TOTEM Collaboration for the Roman Pots (RPs) to measure the Time-Of-Flight (TOF) of the…
Measurement of Elastic pp Scattering at = 8 TeV in the Coulomb-Nuclear Interference Region - Determination of the -Parameter and the Total Cross-Section
TOTEM Collaboration, G. Antchev, P. Aspell +87
The TOTEM experiment at the CERN LHC has measured elastic proton-proton scattering at the centre-of-mass energy = 8 TeV and four-momentum transfers squared, |t|, from 6…
Evidence for non-exponential elastic proton-proton differential cross-section at low |t| and sqrt(s) = 8 TeV by TOTEM
TOTEM Collaboration, G. Antchev, P. Aspell +80
The TOTEM experiment has made a precise measurement of the elastic proton-proton differential cross-section at the centre-of-mass energy sqrt(s) = 8 TeV based on a high-statistics…
Measurement of the forward charged particle pseudorapidity density in pp collisions at sqrt(s) = 8 TeV using a displaced interaction point
The TOTEM Collaboration, G. Antchev, P. Aspell +76
The pseudorapidity density of charged particles dN(ch)/deta is measured by the TOTEM experiment in pp collisions at sqrt(s) = 8 TeV within the range 3.9 < eta < 4.7 and -6.95 < eta…
LHC Optics Measurement with Proton Tracks Detected by the Roman Pots of the TOTEM Experiment
The TOTEM Collaboration, G. Antchev, P. Aspell +76
Precise knowledge of the beam optics at the LHC is crucial to fulfil the physics goals of the TOTEM experiment, where the kinematics of the scattered protons is reconstructed with…
Performance of the TOTEM Detectors at the LHC
TOTEM Collaboration, G. Antchev, P. Aspell +79
The TOTEM Experiment is designed to measure the total proton-proton cross-section with the luminosity-independent method and to study elastic and diffractive pp scattering at the L…
Double diffractive cross-section measurement in the forward region at LHC
TOTEM Collaboration, G. Antchev, P. Aspell +73
The first double diffractive cross-section measurement in the very forward region has been carried out by the TOTEM experiment at the LHC with center-of-mass energy of sqrt(s)=7 Te…
Kinematic Analysis Towards Glueballs
Simone Giani, Hubert Niewiadomski, Luca Trentadue
In the present work a consistent kinematic-based framework for glueball states is proposed. It relates the glueball, the Pomeron, QCD lattice calculations, the scalar stat…