Publications

type
tag
venue
co-author
award
all : all items |30 items

2024

  • Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

    Adam Fourney,Gagan Bansal,Hussein Mozannar,Cheng Tan,Eduardo Salinas,Erkang (Eric) Zhu,Friederike Niedtner,Grace Proebsting,Griffin Bassman,Jack Gerrits,Jacob Alber,Peter Chang,Ricky Loynd,Robert West,Victor Dibia,Ahmed Awadallah,Ece Kamar,Rafah Hosn,Saleema Amershi
    MSR-TR
    Project Page PDF

  • Data Analysis in the Era of Generative AI

    Jeevana Priya Inala,Chenglong Wang,Steven Drucker,Gonzalo Ramos,Victor Dibia,Nathalie Riche,Dave Brown,Dan Marshall,Jianfeng Gao
    ARXIV
    arXiv PDF

  • Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting

    Emmanuel Aboah Boateng,Cassiano O. Becker,Nabiha Asghar,Kabir Walia,Ashwin Srinivasan,Ehi Nosakhare,Victor Dibia,Soundar Srinivasan
    ARXIV
    PDF arXiv

  • AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems

    Victor Dibia,Jingya Chen,Gagan Bansal,Suff Syed,Adam Fourney,Erkang Zhu,Chi Wang,Saleema Amershi
    EMNLP, arXiv.org
    PDF Code

  • Automated generation of data visualizations and infographics using large language models and diffusion models

    Victor Chukwuma Dibia
    PATENT
    Google Patent

  • Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications

    Negar Arabzadeh,Julia Kiseleva,Qingyun Wu,Chi Wang,Ahmed Awadallah,Victor Dibia,Adam Fourney,Charles Clarke
    ARXIV
    PDF

  • Coding activity task (cat) evaluation for source code generators

    Victor Dibia,Adam Fourney,Forough POURSABZI SANGDEH,Saleema Amin Amershi
    PATENT
    Google Patent Download PDF

2023

  • Axiomatic Preference Modeling for Longform Question Answering

    Corby Rosset,Guoqing Zheng,Victor Dibia,Ahmed Awadallah,Paul Bennett
    EMNLP, Singapore, EMNLP 2023
    PDF Model

  • Applied machine learning prototypes for hybrid cloud data platform and approaches to developing, personalizing, and implementing the same

    Sushil Thomas,Jeanne Schaser,Andrew Reed,Melanie Beck,Alex Bleakley,Yuya Yabe,Yi Hsun Tsai,Patrick David Hunt,Subhadeep Sinha,Victor Dibia,Christopher James Wallace,Jeffrey George Fletcher,Ofek Gila
    PATENT
    Google Patent

  • LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

    Victor Dibia
    ACL, Toronto, Canada ACL 2023
    PDF

2022

2020

2019

  • Data2Vis: Automatic Generation of Data Visualizations Using Sequence-to-Sequence Recurrent Neural Networksbest paper Award @ IEEE CGA, Honorable Mention IEEEVis VDS

    Victor Dibia,Cagatay Demiralp
    IEEE CGA
    PDF Arxiv

  • An embodied cognitive assistant for visualizing and analyzing exoplanet databest demo paper Award @ AAAI 18

    Jeffrey O. Kephart,Victor Dibia,Jason Ellis,Biplav Srivastava,Kartik Talamadupula,Mishal Dholakia
    IEEE INTERNET COMPUTING
    PDF

  • Automated Summarization Based on Physiological Data

    Victor Dibia,Rachel K.E. Bellamy
    PATENT
    Google Patent

  • Detecting Human Input Activity In a Cognitive Environment Using Wearable Inertia and Audio Sensors

    Victor Dibia
    PATENT
    Google Patent

2018

  • Beyond Heuristics: Learning Visualization Design

    Bahador Saket,Dominik Moritz,Halden Lin,Victor Dibia,Cagatay Demiralp,Jeffrey Heer
    IEEE VISGUIDES WORKSHOP, Berlin, Germany
    PDF Arxiv

  • Designing for Democratization: Introducing Novices to Artificial Intelligence Via Maker Kits

    Victor Dibia,Aaron Cox,Justin Weisz
    ARXIV
    PDF arxiv

  • Using Ultraviolet Sensor Data to Determine a Pseudo Location of a User

    Victor Dibia,Rachel K.E. Bellamy
    PATENT
    Google Patent

2017

  • Tjbot: An Open Source DIY Cardboard Robot for Programming Cognitive Systems

    Victor Dibia,Maryam Ashoori,Aaron Cox,Justin Weisz
    CHI, Denver, Colorado USA
    PDF

  • Handtrack: A library for prototyping real-time hand tracking interfaces using convolutional neural networks

    Victor Dibia
    ARXIV
    Github Demo

2016

  • Foqus: A smartwatch application for individuals with adhd and mental health challengeschallenge winner Award @ Samsung Gear Apps Challenge

    Victor Dibia
    ASSETS, Reno, Nevada USA
    PDF

  • Exploring the potential of wearables to support employment for people with mild cognitive impairment

    Victor Dibia,Shari Trewin,Maryam Ashoori,Thomas Erickson
    ASSETS, Reno, Nevada USA
    PDF

2015

  • Understanding the disclosure of private healthcare information within online quantified self 2.0 platforms

    Jun Zhang,Victor Dibia,Alexey Sodnomov,Paul Benjamin Lowry
    PACIS, Singapore, Singapore
    PDF

  • Success within App Distribution Platforms: The Contribution of App Diversity and App Cohesivity

    Victor Dibia,Christian Wagner
    HICSS, Hawaii, USA
    PDF

  • How does information technology capability enable digital transformation? Considering the mediating roles of agility

    Victor Dibia,Lele Kang,Ghazwan Hassna,Shaobo Wei,Paul Benjamin Lowry
    ICIS, Hawaii, USA
    PDF

2014

2013

  • Exploring The Effectiveness Of Online Role-Play Gaming In The Acquisition Of Complex And Tacit Knowledge

    Christian Wagner,Victor Dibia
    IIS, San Juan, Puerto Rico
    PDF

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