| 2025 | ICML | Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications. | Maria Despoina Siampou, Jialiang Li, John Krumm, Cyrus Shahabi, Hua Lu |
| 2025 | MDM | Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Constraints. | Siyu Li, Toan Tran, Haowen Lin, John Krumm, Cyrus Shahabi, Lingyi Zhao, Khurram Shafique, Li Xiong |
| 2025 | MDM | TrajRoute: Rethinking Routing with a Simple Trajectory-Based Approach - Forget the Maps and Traffic! | Maria Despoina Siampou, Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi |
| 2024 | ICDM | Controllable Visit Trajectory Generation with Spatiotemporal Constraints. | Haowen Lin, John Krumm, Cyrus Shahabi, Li Xiong |
| 2024 | MDM | Estimating mobility distributions from uncertain roadside sensor datasets. | Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi |
| 2023 | MDM | Time-variant road network-based bridgelets. | Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi |
| 2022 | MDM | Sensitivity Analysis of Personal Location Disclosure. | John Krumm |
| 2022 | MDM | Reliable Geofence Activation with Sparse and Sporadic Location Measurements. | Kien Nguyen, John Krumm |
| 2020 | ACL | Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines. | Nabil Hossain, John Krumm, Tanvir Sajed, Henry A. Kautz |
| 2020 | MDM | Noise Patterns in GPS Trajectories. | Abdeltawab M. Hendawi, James Shen, Sree Sindhu Sabbineni, Yaxiao Song, Peiwei Cao, Zhihong Zhang, John Krumm, Mohamed H. Ali |
| 2019 | AAAI | Traffic Updates: Saying a Lot While Revealing a Little. | John Krumm, Eric Horvitz |
| 2019 | CHIIR | Understanding Context for Tasks and Activities. | Jan R. Benetka, John Krumm, Paul N. Bennett |
| 2019 | NAACL | "President Vows to Cut Hair": Dataset and Analysis of Creative Text Editing for Humorous Headlines. | Nabil Hossain, John Krumm, Michael Gamon |
| 2017 | AAAI | Risk-Aware Planning: Methods and Case Study for Safer Driving Routes. | John Krumm, Eric Horvitz |
| 2017 | EMNLP | Filling the Blanks (hint: plural noun) for Mad Libs Humor. | Nabil Hossain, John Krumm, Lucy Vanderwende, Eric Horvitz, Henry A. Kautz |
| 2017 | PERCOM | Curious true facts about people and location. | John Krumm |
| 2015 | PERCOM | Placer++: Semantic place labels beyond the visit. | John Krumm, Dany Rouhana, Ming-Wei Chang |
| 2013 | ICWSM | Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks. | Adam Sadilek, John Krumm, Eric Horvitz |
| 2012 | AAAI | Far Out: Predicting Long-Term Human Mobility. | Adam Sadilek, John Krumm |
| 2012 | CHI | Trajectory-aware mobile search. | Shahriyar Amini, A. J. Bernheim Brush, John Krumm, Jaime Teevan, Amy K. Karlson |
| 2012 | SENSYS | EarlyOff: using house cooling rates to save energy. | Carl Ellis, James Scott, Mike Hazas, John Krumm |
| 2011 | PERCOM | Keynote: What to do with 100 million GPS points. | John Krumm |
| 2006 | AAAI | Trip Router with Individualized Preferences (TRIP): Incorporating Personalization into Route Planning. | Julia Letchner, John Krumm, Eric Horvitz |
| 2005 | Mobisys | Accuracy characterization for metropolitan-scale Wi-Fi localization. | Yu-Chung Cheng, Yatin Chawathe, Anthony LaMarca, John Krumm |
| 2005 | WCNC | Computing location from ambient FM radio signals [commercial radio station signals]. | Adel Youssef, John Krumm, Ed Miller, Gerry Cermak, Eric Horvitz |
| 2004 | Mobiquitous | LOCADIO: Inferring Motion and Location from Wi-Fi Signal Strengths. | John Krumm, Eric Horvitz |
| 2000 | CVPR | Object Recognition for an Intelligent Room. | Richard Campbell, John Krumm |
| 1999 | CVPR | Object Recognition with Color Cooccurrence Histograms. | Peng Chang, John Krumm |
| 1999 | ICCV | Wallflower: Principles and Practice of Background Maintenance. | Kentaro Toyama, John Krumm, Barry Brumitt, Brian Meyers |
| 1998 | WACV | Video occupant detection for airbag deployment. | John Krumm, Greg Kirk |
| 1997 | CVPR | Object detection with vector quantized binary features. | John Krumm |
| 1997 | ICRA | Vector quantized binary features for visual pose measurement. | John Krumm |
| 1996 | CVPR | Eigenfeatures for planar pose measurement of partially occluded objects. | John Krumm |
| 1995 | ICCV | Texture Segmentation and Shape in the Same Image. | John Krumm, Steven A. Shafer |
| 1992 | CVPR | Shape from periodic texture using the spectrogram. | John Krumm, Steven A. Shafer |
| 1990 | ICCV | Local spatial frequency analysis of image texture. | John Krumm, Steven A. Shafer |