| Belief propagation by message passing in junction trees: Computing each message faster using GPU parallelization L Zheng, O Mengshoel, J Chong arXiv preprint arXiv:1202.3777, 2012 | 37 | 2012 |
| A tutorial on Bayesian networks for system health management A Choi, A Darwiche, L Zheng, OJ Mengshoel Machine Learning and Knowledge Discovery for Engineering Systems Health …, 2011 | 27 | 2011 |
| Optimizing parallel belief propagation in junction treesusing regression L Zheng, O Mengshoel Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 21 | 2013 |
| Adaptive kernel approximation for large-scale non-linear svm prediction M Cossalter, R Yan, L Zheng Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011 | 15 | 2011 |
| Decentralized detection in ad hoc sensor networks with low data rate inter sensor communication L Zheng, Y Yao, M Deng, SST Yau IEEE transactions on information theory 58 (5), 3215-3224, 2012 | 11 | 2012 |
| Parallel junction tree algorithm on GPU L Zheng Carnegie Mellon University, 2013 | 6 | 2013 |
| Exploring Multiple Dimensions of Parallelism in Junction Tree Message Passing. L Zheng, OJ Mengshoel UAI Application Workshops, 87-96, 2013 | 4 | 2013 |
| Highly Parallel Computing for Real-Time Large Vocabulary Speech Recognition and Training L Zheng, S Buthpitiya, I Lane, J Chong Technical Report, 2010 | 3 | 2010 |
| Binary decision consensus in ad hoc sensor network L Zheng, Y Yao 2009 IEEE 70th Vehicular Technology Conference Fall, 1-5, 2009 | 3 | 2009 |
| Decentralized detection in relay sensor networks L Zheng, Y Yao MILCOM 2008-2008 IEEE Military Communications Conference, 1-7, 2008 | 3 | 2008 |
| collaborative multi-modal deep learning for the personalized product retrieval in facebook marketplace L Zheng, Z Tan, H Kun, R Mao arxiv.org, 2018 | 2 | 2018 |
| Data Mining in Systems Health Management: Detection, Diagnostics, and Prognostics A Choi, A Darwiche, L Zheng, OJ Mengshoel chap. A Tutorial on Bayesian Networks for System Health Management). Chapman …, 2011 | | 2011 |
Ole MengshoelProfessor of ECE, CMUVerified email at sv.cmu.edu
