| 2026 | HCI | Beyond Prompts: Reference-Based Interactions for Generative AI in Design Visualization. | Rohit Priyadarshi Sanatani, Richa Gupta, Freya Tan, Takehiko Nagakura, Randall Davis |
| 2023 | CHI | Following the Master's Hands: Capturing Piano Performances for Mixed Reality Piano Learning Applications. | Katerina Labrou, Cagri Hakan Zaman, Arda Turkyasar, Randall Davis |
| 2016 | IJCAI | Balancing Appearance and Context in Sketch Interpretation. | Yale Song, Randall Davis, Kaichen Ma, Dana L. Penney |
| 2015 | AAAI | Towards a Programmer's Apprentice (Again). | Howard Elliot Shrobe, Boris Katz, Randall Davis |
| 2015 | IJCAI | Continuous Body and Hand Gesture Recognition for Natural Human-Computer Interaction: Extended Abstract. | Yale Song, Randall Davis |
| 2014 | AAAI | THink: Inferring Cognitive Status from Subtle Behaviors. | Randall Davis, David J. Libon, Rhoda Au, David Pitman, Dana L. Penney |
| 2013 | CVPR | Action Recognition by Hierarchical Sequence Summarization. | Yale Song, Louis-Philippe Morency, Randall Davis |
| 2013 | ICMI | Learning a sparse codebook of facial and body microexpressions for emotion recognition. | Yale Song, Louis-Philippe Morency, Randall Davis |
| 2013 | ICMI | Gesture spotting and recognition using salience detection and concatenated hidden markov models. | Ying Yin, Randall Davis |
| 2013 | IJCAI | One-Class Conditional Random Fields for Sequential Anomaly Detection. | Yale Song, Zhen Wen, Ching-Yung Lin, Randall Davis |
| 2013 | UIST | Physink: sketching physical behavior. | Jeremy Scott, Randall Davis |
| 2012 | CVPR | Multi-view latent variable discriminative models for action recognition. | Yale Song, Louis-Philippe Morency, Randall Davis |
| 2012 | ICMI | Multimodal human behavior analysis: learning correlation and interaction across modalities. | Yale Song, Louis-Philippe Morency, Randall Davis |
| 2011 | IUI | ChemInk: a natural real-time recognition system for chemical drawings. | Tom Y. Ouyang, Randall Davis |
| 2010 | DIAGRAMS | Understanding Diagrams, and More: The Computer's View. | Randall Davis |
| 2010 | HRI | Multimodal interaction with an autonomous forklift. | Andrew Correa, Matthew R. Walter, Luke Fletcher, Jim Glass, Seth J. Teller, Randall Davis |
| 2010 | ICMI | Toward natural interaction in the real world: real-time gesture recognition. | Ying Yin, Randall Davis |
| 2010 | ICRA | A voice-commandable robotic forklift working alongside humans in minimally-prepared outdoor environments. | Seth J. Teller, Matthew R. Walter, Matthew E. Antone, Andrew Correa, Randall Davis, Luke Fletcher, Emilio Frazzoli, Jim Glass, Jonathan P. How, Albert S. Huang, Jeong hwan Jeon, Sertac Karaman, Brandon Luders, Nicholas Roy, Tara N. Sainath |
| 2009 | IJCAI | Combining Speech and Sketch to Interpret Unconstrained Descriptions of Mechanical Devices. | David Tyler Bischel, Thomas F. Stahovich, Eric Jeffrey Peterson, Randall Davis, Aaron Adler |
| 2009 | IJCAI | A Visual Approach to Sketched Symbol Recognition. | Tom Y. Ouyang, Randall Davis |
| 2008 | AAAI | Discourse Topic and Gestural Form. | Jacob Eisenstein, Regina Barzilay, Randall Davis |
| 2008 | ACL | Gestural Cohesion for Topic Segmentation. | Jacob Eisenstein, Regina Barzilay, Randall Davis |
| 2007 | AAAI | Turning Lectures into Comic Books Using Linguistically Salient Gestures. | Jacob Eisenstein, Regina Barzilay, Randall Davis |
| 2007 | AAAI | Recognition of Hand Drawn Chemical Diagrams. | Tom Y. Ouyang, Randall Davis |
| 2007 | ACL | Conditional Modality Fusion for Coreference Resolution. | Jacob Eisenstein, Randall Davis |
| 2007 | SIGGRAPH | Speech and sketching for multimodal design. | Aaron Adler, Randall Davis |
| 2007 | SIGGRAPH | Resolving ambiguities to create a natural computer-based sketching environment. | Christine Alvarado, Randall Davis |
| 2007 | SIGGRAPH | Dynamically constructed Bayes nets for multi-domain sketch understanding. | Christine Alvarado, Randall Davis |
| 2007 | SIGGRAPH | SketchREAD: a multi-domain sketch recognition engine. | Christine Alvarado, Randall Davis |
| 2007 | SIGGRAPH | Visual and linguistic information in gesture classification. | Jacob Eisenstein, Randall Davis |
| 2007 | SIGGRAPH | LADDER, a sketching language for user interface developers. | Tracy Hammond, Randall Davis |
| 2007 | SIGGRAPH | Scale-space based feature point detection for digital ink. | Tevfik Metin Sezgin, Randall Davis |
| 2007 | SIGGRAPH | Sketch based interfaces: early processing for sketch understanding. | Tevfik Metin Sezgin, Thomas F. Stahovich, Randall Davis |
| 2006 | IUI | Interactive learning of structural shape descriptions from automatically generated near-miss examples. | Tracy Hammond, Randall Davis |
| 2006 | NAACL | Gesture Improves Coreference Resolution. | Jacob Eisenstein, Randall Davis |
| 2006 | SIGGRAPH | Speech and sketching for multimodal design. | Aaron Adler, Randall Davis |
| 2006 | SIGGRAPH | Resolving ambiguities to create a natural computer-based sketching environment. | Christine Alvarado, Randall Davis |
| 2006 | SIGGRAPH | Dynamically constructed Bayes nets for multi-domain sketch understanding. | Christine Alvarado, Randall Davis |
| 2006 | SIGGRAPH | Sketch understanding: toward natural interaction toward natural interaction. | Randall Davis |
| 2006 | SIGGRAPH | Natural gesture in descriptive monologues. | Jacob Eisenstein, Randall Davis |
| 2006 | SIGGRAPH | Visual and linguistic information in gesture classification. | Jacob Eisenstein, Randall Davis |
| 2006 | SIGGRAPH | Tahuti: a geometrical sketch recognition system for UML class diagrams. | Tracy Hammond, Randall Davis |
| 2006 | SIGGRAPH | LADDER: a language to describe drawing, display, and editing in sketch recognition. | Tracy Hammond, Randall Davis |
| 2006 | SIGGRAPH | Naturally conveyed explanations of device behavior. | Michael Oltmans, Randall Davis |
| 2006 | SIGGRAPH | Scale-space based feature point detection for digital ink. | Tevfik Metin Sezgin, Randall Davis |
| 2006 | SIGGRAPH | Sketch based interfaces: early processing for sketch understanding. | Tevfik Metin Sezgin, Thomas F. Stahovich, Randall Davis |
| 2006 | SIGGRAPH | Perceptually based learning of shape descriptions for sketch recognition. | Olya Veselova, Randall Davis |
| 2005 | IJCAI | Dynamically Constructed Bayes Nets for Multi-Domain Sketch Understanding. | Christine Alvarado, Randall Davis |
| 2005 | IUI | HMM-based efficient sketch recognition. | Tevfik Metin Sezgin, Randall Davis |
| 2004 | AAAI | Automatically Transforming Symbolic Shape Descriptions for Use in Sketch Recognition. | Tracy Hammond, Randall Davis |
| 2004 | AAAI | Perceptually Based Learning of Shape Descriptions for Sketch Recognition. | Olya Veselova, Randall Davis |
| 2004 | ICMI | Visual and linguistic information in gesture classification. | Jacob Eisenstein, Randall Davis |
| 2004 | IUI | Speech and sketching for multimodal design. | Aaron Adler, Randall Davis |
| 2004 | UIST | SketchREAD: a multi-domain sketch recognition engine. | Christine Alvarado, Randall Davis |
| 2003 | IJCAI | LADDER: A Language to Describe Drawing, Display, and Editing in Sketch Recognition. | Tracy Hammond, Randall Davis |
| 2001 | IJCAI | Resolving Ambiguities to Create a Natural Computer-Based Sketching Environment. | Christine Alvarado, Randall Davis |
| 2001 | IV | Query by Attention: Visually Searchable Information Maps. | Mark A. Foltz, Randall Davis |
| 1997 | AAAI | Qualitative Rigid Body Mechanics. | Thomas F. Stahovich, Randall Davis, Howard E. Shrobe |
| 1996 | AAAI | Generating Multiple New Designs From a Sketch. | Thomas F. Stahovich, Randall Davis, Howard E. Shrobe |
| 1993 | AAAI | Multiple Dimensions of Generalization In Model-Based Troubleshooting. | Randall Davis, Paul Resnick |
| 1988 | AAAI | Overview of an Approach to Representation Design. | Jeffrey Van Baalen, Randall Davis |
| 1987 | IJCAI | Generate, Test and Debug: Combining Associational Rules and Causal Models. | Reid G. Simmons, Randall Davis |
| 1985 | IJCAI | Expert Systems: How Far Can They Go? | Terry Winograd, Randall Davis, Stuart Dreyfus, Brian Cantwell Smith |
| 1984 | AAAI | Diagnosing Circuits With State: An Inherently Underconstrained Problem. | Walter Hamscher, Randall Davis |
| 1984 | ICASSP | Knowledge based speech analysis and enhancement. | Cory S. Myers, Alan V. Oppenheim, Randall Davis, Webster P. Dove |
| 1983 | AAAI | Diagnosis Via Causal Reasoning: Paths of Interaction and the Locality Principle. | Randall Davis |
| 1982 | AAAI | Diagnosis Based on Description of Structure and Function. | Randall Davis, Howard E. Shrobe, Walter Hamscher, Kren Wieckert, Mark Shirley, Steve Polit |
| 1981 | IJCAI | The DIPMETER ADVISOR: Interpretation of Geologic Signals. | Randall Davis, Howard Austin, Ingrid Carlbom, Bud Frawley, Paul Pruchnik, Rich Sneiderman, J. A. Gilreath |
| 1977 | IJCAI | Interactive Transfer of Expertise: Acquisition of New Inference Rules. | Randall Davis |
| 1977 | IJCAI | Meta-Level Knowledge: Overview and Applications. | Randall Davis, Bruce G. Buchanan |