Inventor · Redmond, WA, US

Li Deng

30Patents
10h-index
61Co-inventors
74Inventor score

Filing activity: Dec 10, 2009 → Jun 18, 2019

Most-cited inventions

PatentTitleAreaCited byStatus
US9846836B2 Modeling interestingness with deep neural networks Physics 106 Active
US9836671B2 Discovery of semantic similarities between images and text Physics 27 Active
US9535960B2 Context-sensitive search using a deep learning model Physics 25 Active
US9519859B2 Deep structured semantic model produced using click-through data Physics 25 Active
US10089576B2 Representation learning using multi-task deep neural networks Physics 23 Active
US9842585B2 Multilingual deep neural network Physics 16 Active
US10133729B2 Semantically-relevant discovery of solutions Physics 14 Active
US8972253B2 Deep belief network for large vocabulary continuous speech recognition Physics 13 Active
US9031844B2 Full-sequence training of deep structures for speech recognition Physics 12 Active
US10546066B2 End-to-end learning of dialogue agents for information access Physics 11 Active
US10055686B2 Dimensionally reduction of linguistics information Physics 5 Active
US9070360B2 Confidence calibration in automatic speech recognition systems Physics 4 Active
US11170293B2 Multi-model controller Physics 4 Active
US10366163B2 Knowledge-guided structural attention processing Physics 4 Active
US10909450B2 Multiple-action computational model training and operation Physics 4 Active
US9165243B2 Tensor deep stacked neural network Physics 4 Active
US9099083B2 Kernel deep convex networks and end-to-end learning Physics 3 Active
US9390371B2 Deep convex network with joint use of nonlinear random projection, restricted boltzmann machine and batch-based parallelizable optimization Physics 3 Active
US11449744B2 End-to-end memory networks for contextual language understanding Physics 3 Active
US10776716B2 Unsupervised learning utilizing sequential output statistics Physics 2 Active
US10474950B2 Training and operation of computational models Physics 2 Active
US11783173B2 Multi-domain joint semantic frame parsing Physics 2 Active
US10204097B2 Efficient dialogue policy learning Physics 2 Active
US10997233B2 Multi-stage image querying Physics 2 Active
US9292787B2 Computer-implemented deep tensor neural network Physics 2 Active

Source: USPTO / EPO open patent data. Inventor disambiguation is heuristic; counts are objective bibliographic measures.