activity
20212026
most citedLearning to communicate about shared procedural abstractions

8 citations · 15 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2026

neuralCAD-Edit: An Expert Benchmark for Multimodal-Instructed 3D CAD Model Editing

Toby Perrett, Matthew Bouchard, William McCarthy

We introduce neuralCAD-Edit, the first benchmark for editing 3D CAD models collected from expert CAD engineers. Instead of text conditioning as in prior works, we collect realistic…

cs.HC2026★ 1 cited

Gesturing Toward Abstraction: Multimodal Convention Formation in Collaborative Physical Tasks

Kiyosu Maeda, William P. McCarthy, Ching-Yi Tsai +5

A quintessential feature of human intelligence is the ability to create ad hoc conventions over time to achieve shared goals efficiently. We investigate how communication strategie…

cs.AI2025

mrCAD: Multimodal Refinement of Computer-aided Designs

William P. McCarthy, Saujas Vaduguru, Karl D. D. Willis +4

A key feature of human collaboration is the ability to iteratively refine the concepts we have communicated. In contrast, while generative AI excels at the \textit{generation} of c…

cs.CL2022★ 6 cited

Identifying concept libraries from language about object structure

Catherine Wong, William P. McCarthy, Gabriel Grand +5

Our understanding of the visual world goes beyond naming objects, encompassing our ability to parse objects into meaningful parts, attributes, and relations. In this work, we lever…

cs.CL2021★ 8 cited

Learning to communicate about shared procedural abstractions

William P. McCarthy, Robert D. Hawkins, Haoliang Wang +2

Many real-world tasks require agents to coordinate their behavior to achieve shared goals. Successful collaboration requires not only adopting the same communicative conventions, b…