| XAI—Explainable artificial intelligence D Gunning, M Stefik, J Choi, T Miller, S Stumpf, GZ Yang Science robotics 4 (37), eaay7120, 2019 | 3764 | 2019 |
| Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions L Longo, M Brcic, F Cabitza, J Choi, R Confalonieri, J Del Ser, R Guidotti, ... Information Fusion 106, 102301, 2024 | 156 | 2024 |
| {HetPipe}: Enabling large {DNN} training on (whimpy) heterogeneous {GPU} clusters through integration of pipelined model parallelism and data parallelism JH Park, G Yun, MY Chang, NT Nguyen, S Lee, J Choi, SH Noh, Y Choi 2020 USENIX Annual Technical Conference (USENIX ATC 20), 307-321, 2020 | 146 | 2020 |
| SecureCore: A Multicore-based Intrusion Detection Architecture for Real-Time Embedded Systems MK Yoon, S Mohan, J Choi, JE Kim, L Sha 2013 IEEE 19th Real-Time and Embedded Technology and Applications Symposium …, 2013 | 129 | 2013 |
| Relative attributing propagation: Interpreting the comparative contributions of individual units in deep neural networks WJ Nam, S Gur, J Choi, L Wolf, SW Lee Proceedings of the AAAI conference on artificial intelligence 34 (03), 2501-2508, 2020 | 112 | 2020 |
| Spatio-temporal pyramid matching for sports videos J Choi, WJ Jeon, SC Lee Proceedings of the 1st ACM international conference on Multimedia …, 2008 | 110 | 2008 |
| Safe navigation of a mobile robot considering visibility of environment W Chung, S Kim, M Choi, J Choi, H Kim, C Moon, JB Song IEEE Transactions on Industrial Electronics 56 (10), 3941-3950, 2009 | 103 | 2009 |
| Realtime On-Road Vehicle Detection with Optical Flows and Haar-like feature detector J Choi Urbana 51, 61801, 2012 | 79 | 2012 |
| Deep reinforcement learning in continuous action spaces: a case study in the game of simulated curling K Lee, SA Kim, J Choi, SW Lee International conference on machine learning, 2937-2946, 2018 | 73 | 2018 |
| Memory heat map: anomaly detection in real-time embedded systems using memory behavior MK Yoon, S Mohan, J Choi, L Sha Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 71 | 2015 |
| Lifted inference for relational continuous models J Choi, E Amir, DJ Hill Uncertainty in Artificial Intelligence 2010, 126-134, 2010 | 71 | 2010 |
| Learning execution contexts from system call distribution for anomaly detection in smart embedded system MK Yoon, S Mohan, J Choi, M Christodorescu, L Sha Proceedings of the Second International Conference on Internet-of-Things …, 2017 | 68 | 2017 |
| Combining planning and motion planning J Choi, E Amir Robotics and Automation, 2009. ICRA'09. IEEE International Conference on …, 2009 | 58 | 2009 |
| A single multi-task deep neural network with post-processing for object detection with reasoning and robotic grasp detection D Park, Y Seo, D Shin, J Choi, SY Chun 2020 IEEE International Conference on Robotics and Automation (ICRA), 7300-7306, 2020 | 56 | 2020 |
| Semi-Local Structure Patterns for Robust Face Detection K Jeong, J Choi, G Jang IEEE Signal Processing Letters, 2014 | 51 | 2014 |
| Use of machine learning methods to reduce predictive error of groundwater models T Xu, AJ Valocchi, J Choi, E Amir Groundwater 52 (3), 448-460, 2014 | 51 | 2014 |
| Grouped convolutional neural networks for multivariate time series S Yi, J Ju, MK Yoon, J Choi arXiv preprint arXiv:1703.09938, 2017 | 49 | 2017 |
| Lifted Relational Kalman Filtering J Choi, A Guzman-Rivera, E Amir Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 47 | 2011 |
| Automatic construction of nonparametric relational regression models for multiple time series Y Hwang, A Tong, J Choi International Conference on Machine Learning, 3030-3039, 2016 | 46 | 2016 |
| Filter For Blocking Image-Based Spam J Choi, K Wei, V Tumkur Ramarao US Patent 8,055,078, 2011 | 46 | 2011 |
Eyal AmirProfessor of Computer Science, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
