| ECOD: Unsupervised outlier detection using empirical cumulative distribution functions Z Li*, Y Zhao*, X Hu, N Botta, C Ionescu, GH Chen IEEE Transactions on Knowledge and Data Engineering, 2022 | 552 | 2022 |
| Explaining the success of nearest neighbor methods in prediction GH Chen, D Shah Foundations and Trends® in Machine Learning 10 (5-6), 337-588, 2018 | 217 | 2018 |
| BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs K Liu*, Y Dou*, Y Zhao*, X Ding, X Hu, R Zhang, K Ding, C Chen, H Peng, ... Advances in Neural Information Processing Systems 35, 2022 | 179* | 2022 |
| Consumer Behavior in the Online Classroom: Using Video Analytics and Machine Learning to Understand the Consumption of Video Courseware M Zhou, GH Chen, P Ferreira, MD Smith Journal of Marketing Research 58 (6), 1079-1100, 2021 | 148 | 2021 |
| Indoor localization and visualization using a human-operated backpack system T Liu, M Carlberg, G Chen, J Chen, J Kua, A Zakhor 2010 International Conference on Indoor Positioning and Indoor Navigation, 1-10, 2010 | 125 | 2010 |
| Classifying urban landscape in aerial LiDAR using 3D shape analysis M Carlberg, P Gao, G Chen, A Zakhor 2009 16th IEEE International Conference on Image Processing (ICIP), 1701-1704, 2009 | 112 | 2009 |
| A latent source model for nonparametric time series classification GH Chen, S Nikolov, D Shah Advances in Neural Information Processing Systems 26, 2013 | 92 | 2013 |
| A latent source model for online collaborative filtering G Bresler, GH Chen, D Shah Advances in Neural Information Processing Systems 27, 2014 | 90 | 2014 |
| Missing not at random in matrix completion: The effectiveness of estimating missingness probabilities under a low nuclear norm assumption W Ma*, GH Chen* Advances in Neural Information Processing Systems 32, 2019 | 83 | 2019 |
| Targeting Villages for Rural Development Using Satellite Image Analysis KR Varshney, GH Chen, B Abelson, K Nowocin, V Sakhrani, L Xu, ... Big Data, 2015 | 79 | 2015 |
| Improving Fairness in Deepfake Detection Y Ju*, S Hu*, S Jia, GH Chen, S Lyu Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 70 | 2024 |
| Indoor localization algorithms for a human-operated backpack system G Chen, J Kua, S Shum, N Naikal, M Carlberg, A Zakhor 3D Data Processing, Visualization, and Transmission, 3, 2010 | 65 | 2010 |
| Truck traffic monitoring with satellite images LH Kaack, GH Chen, MG Morgan Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable …, 2019 | 40 | 2019 |
| Deep kernel survival analysis and subject-specific survival time prediction intervals GH Chen Machine Learning for Healthcare Conference, 2020 | 32 | 2020 |
| 2d tree detection in large urban landscapes using aerial lidar data G Chen, A Zakhor 2009 16th IEEE International Conference on Image Processing (ICIP), 1693-1696, 2009 | 32 | 2009 |
| Nearest neighbor and kernel survival analysis: Nonasymptotic error bounds and strong consistency rates GH Chen International Conference on Machine Learning, 1001-1010, 2019 | 28 | 2019 |
| Image augmented laser scan matching for indoor dead reckoning N Naikal, J Kua, G Chen, A Zakhor 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2009 | 27 | 2009 |
| An interpretable produce price forecasting system for small and marginal farmers in india using collaborative filtering and adaptive nearest neighbors W Ma, K Nowocin, N Marathe, GH Chen Proceedings of the Tenth International Conference on Information and …, 2019 | 26 | 2019 |
| Influence via ethos: On the persuasive power of reputation in deliberation online E Manzoor, GH Chen, D Lee, MD Smith Management Science 70 (3), 1613-1634, 2023 | 24 | 2023 |
| Distributionally Robust Survival Analysis: A Novel Fairness Loss Without Demographics S Hu*, GH Chen* Machine Learning for Health, 62-87, 2022 | 23 | 2022 |
Yue ZhaoAssistant Professor of Computer Science, University of Southern CaliforniaVerified email at usc.edu
