Matthew Klenk

Researcher, Human Centered AI, Toyota Research Institute

Joined

July 2019

Names

Matthew Klenk

Matthew Evans Klenk

Emails

****@tri.global (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Human Centered AI, Toyota Research Institute (tri.global)

2021 – Present

Researcher

Intelligent Systems Lab, Xerox (parc.com)

2011 – 2021

Postdoc

AI Center, US Naval Research Lab (nrl.navy.mil)

2009 – 2011

PhD student

EECS, Northwestern University (northwestern.edu)

2003 – 2009

Advisors, Relations & Conflicts

PhD Advisor

Ken Forbus

2003 – 2009

Expertise

Automated Design

2011 – 2024

Qualitative Spatial Reasoning

2003 – 2021

Analogical Reasoning

2003 – 2013

Publications

LAMP: Data-Efficient Linear Affine Weight-Space Models for Parameter-Controlled 3D Shape Generation and Extrapolation
Ghadi Nehme, Yanxia Zhang, Dule Shu, Matthew Klenk, Faez Ahmed
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Learning From Design Procedure To Generate CAD Programs for Data Augmentation
Yan-Ying Chen, Dule Shu, Matthew K Hong, Andrew Taber, Jonathan Qiang Li, Matthew Klenk
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
Using Relational and Causality Context for Tasks with Specialized Vocabularies that are Challenging for LLMs
Ryosuke Nakanishi, Yan-Ying Chen, Francine Chen, Matthew Klenk, Charlene C. Wu
- CaLM @NeurIPS 2024 Oral
- Readers: Everyone
Stylish and Functional: Guided Interpolation Subject to Physical Constraints
Yan-Ying Chen, Nikos Arechiga, Chenyang Yuan, Matthew K Hong, Matthew Klenk, Charlene C. Wu
- Neurips 2024 Workshop FM4Science Poster
- Readers: Everyone
Understanding the Cognitive Complexity in Language Elicited by Product Images
Yan-Ying Chen, Shabnam Hakimi, Monica P Van, Francine Chen, Matthew K Hong, Matthew Klenk, Charlene C. Wu
- ICML 2024 Workshop on LLMs and Cognition Poster
- Readers: Everyone
Collaborative Autonomy through Analogical Comic Graphs
Matthew Evans Klenk, Shiwali Mohan, Johan de Kleer, Daniel G. Bobrow, Tom Hinrichs, Kenneth D. Forbus
- 2017 (modified: 02 Mar 2020)
- AAAI Workshops 2017
- Readers: Everyone
Qualitative Reasoning with Modelica Models
Matthew Evans Klenk, Johan de Kleer, Daniel G. Bobrow, Bill Janssen
- 2014 (modified: 16 Jul 2019)
- AAAI 2014
- Readers: Everyone
Dynamic Symbol Grounding: Changing Referents in Engineering Analysis and Spatial Environments
Matthew Evans Klenk
- 2013 (modified: 16 Jul 2019)
- AAAI Workshop: Space, Time, and Ambient Intelligence 2013
- Readers: Everyone
Towards a Cognitive System that Can Recognize Spatial Regions Based on Context
Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D. Kelleher
- 2012 (modified: 16 Jul 2019)
- AAAI 2012
- Readers: Everyone
Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects
Matthew Molineaux, Matthew Klenk, David W. Aha
- 2010 (modified: 16 Jul 2019)
- AAAI 2010
- Readers: Everyone

View all 14 publications

Co-Authors

View all 31 co-authors