Matthew Klenk

54 papers A* 7A 2B 2C 3Misc 2Journal 27Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deconstructing Taste: Toward a Human-Centered AI Framework for Modeling Consumer Aesthetic Perceptions.
CoRR
Matthew K. Hong, Joey Li, Alexandre L. S. Filipowicz, Monica P. Van, Kalani Murakami, Yan-Ying Chen, Shiwali Mohan, Shabnam Hakimi, Matthew Klenk
2026 J jnl
Learning From Design Procedure To Generate CAD Programs for Data Augmentation.
CoRR
Yan-Ying Chen, Dule Shu, Matthew K. Hong, Andrew Taber, Jonathan Q. Li, Matthew Klenk
2026 J jnl
Personagram: Bridging Personas and Product Design for Creative Ideation with Multimodal LLMs.
CoRR
Taewook Kim, Matthew K. Hong, Yan-Ying Chen, Jonathan Q. Li, Monica P. Van, Shabnam Hakimi, Matthew Kay, Matthew Klenk
2026 A* conf
ShaLa: Multimodal Shared Latent Generative Modelling.
AAAI
Jiali Cui, Yan-Ying Chen, Yanxia Zhang, Matthew Klenk
2025 J jnl
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder.
CoRR
Wonwoong Cho, Yan-Ying Chen, Matthew Klenk, David I. Inouye, Yanxia Zhang
2025 J jnl
ShaLa: Multimodal Shared Latent Space Modelling.
CoRR
Jiali Cui, Yan-Ying Chen, Yanxia Zhang, Matthew Klenk
2024 J jnl
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models.
CoRR
Rui Zhou, Chenyang Yuan, Frank Permenter, Yanxia Zhang, Nikos Aréchiga, Matthew Klenk, Faez Ahmed
2024 J jnl
Correction: Personalized choice prediction with less user information.
Ann. Math. Artif. Intell.
Francine Chen, Yanxia Zhang, Minh Nguyen, Matthew Klenk, Charlene C. Wu
2024 J jnl
Personalized choice prediction with less user information.
Ann. Math. Artif. Intell.
Francine Chen, Yanxia Zhang, Minh Nguyen, Matthew Klenk, Charlene C. Wu
2024 J jnl
Understanding the Cognitive Complexity in Language Elicited by Product Images.
CoRR
Yan-Ying Chen, Shabnam Hakimi, Monica P. Van, Francine Chen, Matthew K. Hong, Matthew Klenk, Charlene C. Wu
2024 — conf
Weaving ML with Human Aesthetic Assessments to Augment Design Space Exploration: An Automotive Wheel Design Case Study.
CHI Extended Abstracts
Youngseung Jeon, Matthew K. Hong, Yan-Ying Chen, Kalani Murakami, Jonathan Q. Li, Xiang Anthony Chen, Matthew Klenk
2023 J jnl
Anticipatory thinking in design.
AI Mag.
Matthew Klenk, Matthew Hong, Shabnam Hakimi, Charlene C. Wu
2023 — conf
CodeML: A Machine Learning-Assisted User Interface for Code Identification and Labeling.
CHI Extended Abstracts
Francine Chen, Matthew K. Hong, Laurent Denoue, Kate Glazko, Emily Sarah Sumner, Yan-Ying Chen, Matthew Klenk
2023 — conf
DesignAID: Using Generative AI and Semantic Diversity for Design Inspiration.
CI
Alice Cai, Steven R. Rick, Jennifer L. Heyman, Yanxia Zhang, Alexandre L. S. Filipowicz, Matthew Hong, Matthew Klenk, Thomas W. Malone
2023 J jnl
Generative AI for Product Design: Getting the Right Design and the Design Right.
CoRR
Matthew K. Hong, Shabnam Hakimi, Yan-Ying Chen, Heishiro Toyoda, Charlene C. Wu, Matthew Klenk
2023 A conf
Learning to Operate in Open Worlds by Adapting Planning Models.
AAMAS
Wiktor Piotrowski, Roni Stern, Yoni Sher, Jacob Le, Matthew Klenk, Johan de Kleer, Shiwali Mohan
2023 J jnl
Learning to Operate in Open Worlds by Adapting Planning Models.
CoRR
Wiktor Piotrowski, Roni Stern, Yoni Sher, Jacob Le, Matthew Klenk, Johan de Kleer, Shiwali Mohan
2023 B conf
Machine learning-based measure of cognitive complexity explains variance in rank-ordered preference.
CogSci
Shabnam Hakimi, Yan-Ying Chen, Monica P. Van, Scott A. Carter, Emily Sumner, Nayeli Suseth Bravo, Kalani Murakami, Yanxia Zhang, Charlene C. Wu, Matthew Klenk
2023 B conf
More human than human: LLM-generated narratives outperform human-LLM interleaved narratives.
Creativity & Cognition
Zoie Zhao, Sophie Song, Bridget Duah, Jamie C. Macbeth, Scott A. Carter, Monica P. Van, Nayeli Suseth Bravo, Matthew Klenk, Kate A. Sieck, Alexandre L. S. Filipowicz
2022 J jnl
Analogical Concept Memory for Architectures Implementing the Common Model of Cognition.
CoRR
Shiwali Mohan, Matthew Klenk
2021 J jnl
Machine learning reveals how personalized climate communication can both succeed and backfire.
CoRR
Totte Harinen, Alexandre L. S. Filipowicz, Shabnam Hakimi, Rumen Iliev, Matthew Klenk, Emily Sumner
2021 J jnl
Playing Angry Birds with a Domain-Independent PDDL+ Planner.
CoRR
Wiktor Piotrowski, Roni Stern, Matthew Klenk, Alexandre Perez, Shiwali Mohan, Johan de Kleer, Jacob Le
2021 J jnl
Unpacking Human Teachers' Intentions For Natural Interactive Task Learning.
CoRR
Preeti Ramaraj, Charles L. Ortiz Jr., Matthew Klenk, Shiwali Mohan
2020 J jnl
Characterizing an Analogical Concept Memory for Newellian Cognitive Architectures.
CoRR
Shiwali Mohan, Matthew Klenk, Matthew Shreve, Kent Evans, Aaron Ang, John Maxwell III
2019 J jnl
Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City.
CoRR
Shiwali Mohan, Hesham Rakha, Matthew Klenk
2019 J jnl
Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City.
J. Artif. Intell. Res.
Shiwali Mohan, Hesham Rakha, Matthew Klenk
2019 Misc conf
An Extensible and Personalizable Multi-Modal Trip Planner.
FLAIRS
Xudong Liu, Christian Fritz, Matthew Klenk
2019 J jnl
An Extensible and Personalizable Multi-Modal Trip Planner.
CoRR
Xudong Liu, Christian Fritz, Matthew Klenk
2019 — conf
Exploring How to Personalize Travel Mode Recommendations For Urban Transportation.
IUI Workshops
Shiwali Mohan, Matthew Klenk, Victoria Bellotti
2019 C conf
On Influencing Individual Behavior for Reducing Transportation Energy Expenditure in a Large Population.
AIES
Shiwali Mohan, Frances Yan, Victoria Bellotti, Ahmed Elbery, Hesham Rakha, Matthew Klenk
2018 — conf
City-Level Agent-Based Multi-modal Modeling of Transportation Networks: Model Development and Preliminary Testing.
SMARTGREENS/VEHITS (Selected Papers)
Ahmed Elbery, Youssef Bichiou, Hesham A. Rakha, Jianhe Du, Filip Dvorak, Matthew Klenk
2018 C conf
Large-scale Agent-based Multi-modal Modeling of Transportation Networks - System Model and Preliminary Results.
VEHITS
Ahmed Elbery, Filip Dvorak, Jianhe Du, Hesham A. Rakha, Matthew Klenk
2017 C conf
Diagnosing Alternative Facts.
DX
Johan de Kleer, Matthew Klenk, Alexander Feldman
2017 — conf
Position Article on Integrating Data and Model to Understand Disease Interactions.
ICHI
Marzieh Nabi, Adam Arvay, Matthew Klenk, Gaurang Gavai, Daniel G. Bobrow, Johan de Kleer
2013 J jnl
Exploiting persistent mappings in cross-domain analogical learning of physical domains.
Artif. Intell.
Matthew Klenk, Kenneth D. Forbus
2013 J jnl
Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations.
Comput. Intell.
Matthew Klenk, Matthew Molineaux, David W. Aha
2012 A conf
DiscoverHistory: understanding the past in planning and execution.
AAMAS
Matthew Molineaux, Ugur Kuter, Matthew Klenk
2012 A* conf
Towards a Cognitive System that Can Recognize Spatial Regions Based on Context.
AAAI
Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D. Kelleher
2011 — conf
Representing and Reasoning About Spatial Regions Defined by Context.
AAAI Fall Symposium: Advances in Cognitive Systems
Matthew Klenk, Nick Hawes, Kate Lockwood
2011 J jnl
The Case for Case-Based Transfer Learning.
AI Mag.
Matthew Klenk, David W. Aha, Matthew Molineaux
2011 J jnl
Using analogical model formulation with sketches to solve Bennett Mechanical Comprehension Test problems.
J. Exp. Theor. Artif. Intell.
Matthew Klenk, Kenneth D. Forbus, Emmett Tomai, Hyeonkyeong Kim
2011 — conf
What Just Happened? Explaining the Past in Planning and Execution.
ExaCt
Matthew Molineaux, Ugur Kuter, Matthew Klenk
2010 Misc conf
Applying Goal Driven Autonomy to a Team Shooter Game.
FLAIRS
Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux
2010 A* conf
Goal-Driven Autonomy in a Navy Strategy Simulation.
AAAI
Matthew Molineaux, Matthew Klenk, David W. Aha
2010 A* conf
Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects.
AAAI
Matthew Molineaux, Matthew Klenk, David W. Aha
2009 J jnl
Analogical model formulation for transfer learning in AP Physics.
Artif. Intell.
Matthew Klenk, Kenneth D. Forbus
2009 J jnl
Companion Cognitive Systems: Design Goals and Lessons Learned So Far.
IEEE Intell. Syst.
Kenneth D. Forbus, Matthew Klenk, Thomas R. Hinrichs
2009 J jnl
Domain transfer via cross-domain analogy.
Cogn. Syst. Res.
Matthew Klenk, Kenneth D. Forbus
2009 — conf
Transfer as a Benchmark for Multi-Representational Architectures.
AAAI Fall Symposium: Multi-Representational Architectures for Human-Level Intelligence
Matthew Klenk
2008 A* conf
An Integrated Reasoning Approach to Moral Decision-Making.
AAAI
Morteza Dehghani, Emmett Tomai, Kenneth D. Forbus, Matthew Klenk
2008 — conf
Companion Cognitive Systems: Design Goals and Some Lessons Learned.
AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence
Kenneth D. Forbus, Matthew Klenk, Tom Hinrichs
2007 A* conf
Measuring the Level of Transfer Learning by an AP Physics Problem-Solver.
AAAI
Matthew Klenk, Kenneth D. Forbus
2005 A* conf
Solving Everyday Physical Reasoning Problems by Analogy Using Sketches.
AAAI
Matthew Klenk, Kenneth D. Forbus, Emmett Tomai, Hyeonkyeong Kim, Brian Kyckelhahn
2004 — conf
Open-Domain Sketch Understanding: The nuSketch Approach.
AAAI Technical Report (6)
Kenneth D. Forbus, Kate Lockwood, Matthew Klenk, Emmett Tomai, Jeffrey M. Usher