Publications

This section contains publications published by ISI over the past several decades.

2024

Integrating artificial intelligence (AI) into game development to elevate diverse gameplay elements.

Vasilka Chergarova, Mel Tomeo, Heidi Morgan, Sandra Andrade
Issues in Information Systems 25 (2),  2024

Learning Event Schema Temporally and Transmodally (LESTAT)

Marjorie Freedman, Alex Hedges, Yash Kankanampati, Jacob Lichtefeld, Jon May, Ralph Weischedel

Large Language Models Help Reveal Unhealthy Diet and Body Concerns in Online Eating Disorders Communities

Minh Duc Chu, Zihao He, Rebecca Dorn, Kristina Lerman
arXiv preprint arXiv:2401.09647,  2024

Robotic in-space servicing, assembly and manufacturing

David Barnhart, Rudranarayan Mukherjee, Mini Chakravarthini Rai, Nicholas D'Amore, Carl Glen Henshaw
Frontiers in Robotics and AI 11, 1421697,  2024

PyleoTutorials: A gentle introduction to the Pyleoclim package.

Deborah Khider, Julien Emile-Geay, Alexander James, Jordan Landers, Feng Zhu, Pin-Tzu Lee
Zenodo,  2024

DeAL: Decoding-time Alignment for Large Language Models

James Y Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth
ACL,  2024

ARN: Analogical Reasoning on Narratives

Zhivar Sourati, Filip Ilievski, Pia Sommerauer, Yifan Jiang
Transactions of the Association for Computational Linguistics 12, 1063-1086,  2024

SemEval-2024 task 9: Brainteaser: A novel task defying common sense

Yifan Jiang, Filip Ilievski, Kaixin Ma
SemEval 2024-NAACL,  2024

Fire: Food image to recipe generation

Prateek Chhikara, Dhiraj Chaurasia, Yifan Jiang, Omkar Masur, Filip Ilievski
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …,  2024

Exploiting Distant Supervision to Learn Semantic Descriptions of Tables with Overlapping Data

Binh Vu, Craig A Knoblock, Basel Shbita, Fandel Lin
International Semantic Web Conference, 116-134,  2024

An Integrated Approach to Multi-Agent Scheduling with Bounded Objectives

Fandel Lin, Han Zhang, TK Satish Kumar, Craig A Knoblock
Proceedings of the 32nd ACM International Conference on Advances in …,  2024

A Hierarchical Voronoi Approach to Deploying New Charging Stations in an Existing Network

Fandel Lin, Craig A Knoblock, Binh Vu
Proceedings of the 32nd ACM International Conference on Advances in …,  2024

A Hierarchy-Aware Approach to Cross-Region Spatial-Temporal Inference of Unarchived Event in Urban Mobility Infrastructure

Fandel Lin, Hsun-Ping Hsieh
International Conference on Database Systems for Advanced Applications, 214-224,  2024

Results of GRAMS+ at SemTab 2024

Binh Vu, C Knoblock, Fandel Lin
SemTab,  2024

Constructing a Knowledge Graph of Historical Mining Data

Basel Shbita, Namrata Sharma, Binh Vu, Fandel Lin, Craig A Knoblock

Innovation Engineering at Tesla–Agility as a Cultural Practice

Rick Dove, Jim Larkin, Northrop Grumman, Kerry Lunney, Michael Orosz, Mike Yokell, Jennifer Whitby

HCC: Small: The Evolution of Language Use in Online Communities

Emilio Ferrara
NSF Award Number 2331722. Directorate for Computer and Information Science …,  2024

TEXT2KG-DQMLKG-24 (TEXT2KG 2024 and DQMLKG 2024) 3rd International workshop one knowledge graph generation from text. Data Quality meets Machine Learning and Knowledge Graphs …

Sanju Tiwari, Nandana Mihindukulasooriya, Francesco Osborne, Dimitris Kontokostas, Jennifer D'Souza, Mayank Kejriwal, Maria Angela Pellegrino, Anisa Rula, José Emilio Labra Gayo, Michael Cochez, Mehwish Alam
CEUR-WS. org,  2024