Author

Li Deng

Chief AI Officer, Citadel (former) - Cited by 77,472 - Speech and Language Processing - Deep learning - Artificial Intelligence - Signal Processing - Financial Engineering

Biography

Li Deng works at Affiliated Children’s Hospital to Capital Institute of Pediatrics, China. Li Deng has published more than 5 abstracts. Research interests are Pediatric Infectious Diseases, Neonatal Medicine, Reproductive Medicine, Endocrinology, Andrology, Pediatrics.
Title
Cited by
Year
Assignment of semantic labels to a sequence of words using neural network architectures
A Deoras, K Yao, X He, L Deng, GG Zweig, R Sarikaya, D Yu, MY Hwang, ...US Patent 10,867,597, 2020202
230
2020
Multimodal intelligence: Representation learning, information fusion, and applications
C Zhang, Z Yang, X He, L DengIEEE Journal of Selected Topics in Signal Processing 14 (3), 478-493, 2020202
218
2020
End-to-end learning of dialogue agents for information access
L Li, B Dhingra, J Gao, X Li, YN Chen, L Deng, F AhmedUS Patent 10,546,066, 2020202
100
2020
Dynamic speech models: theory, algorithms, and applications
L DengSpringer Nature, 2022202
64
2022
Discriminative learning for speech recognition: theory and practice
X He, L DengSpringer Nature, 2022202
49
2022
Joint language understanding and dialogue management using binary classification based on forward and backward recurrent neural network
X Li, PA Crook, L Deng, J Gao, YN Chen, X YangUS Patent 10,268,679, 2019201
47
2019
Semantically-relevant discovery of solutions
X He, J Gao, H Palangi, X Song, Y Shen, L Deng, J ChenUS Patent 10,133,729, 2018201
37
2018
End-to-end memory networks for contextual language understanding
YN Chen, DZ Hakkani-Tur, G Tur, L Deng, J GaoUS Patent 11,449,744, 2022202
36
2022
Training and operation of computational models
X He, J Chen, BWL Clement, L Deng, J Gao, B Jin, P Singh, SP Solanki, ...US Patent 10,474,950, 2019201
29
2019
Multiple-action computational model training and operation
J Chen, L Deng, J Gao, X He, L Li, J He, M OstendorfUS Patent 10,909,450, 2021202
25
2021
Multi-stage image querying
X He, L Deng, J Gao, A Smola, Z YangUS Patent 10,997,233, 2021202
18
2021
Harnessing the power of artificial intelligence to transform hearing healthcare and research
NA Lesica, N Mehta, JG Manjaly, L Deng, BS Wilson, FG ZengNature Machine Intelligence 3 (10), 840-849, 2021202
17
2021
Multi-model controller
J Gao, L Deng, X He, P Singh, L Li, J Chen, X Li, J HeUS Patent 11,0,293, 2021202
17
2021
Sequence modeling via segmentations
C Wang, W Yining, P Huang, ASA Mohamed, D Zhou, L Deng, S HuangUS Patent App. 15/903,942, 2019201
16
2019
Knowledge-guided structural attention processing
YN Chen, DZ Hakkani-Tur, G Tur, A Celikyilmaz, J Gao, L DengUS Patent 10,366,163, 2019201
15
2019
Attentive tensor product learning
Q Huang, L Deng, D Wu, C Liu, X HeProceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1344-1351, 2019201
14
2019
Training and operating multi-layer computational models
J Gao, L Deng, X He, L Xiao, X Song, Y Shen, J He, J ChenUS Patent ,445,650, 2019201
10
2019
Discriminative pretraining of deep neural networks
D Yu, L Deng, FTB Seide, G LiUS Patent 10,325,200, 2019201
8
2019
A gdpr-compliant ecosystem for speech recognition with transfer, federated, and evolutionary learning
D Jiang, C Tan, J Peng, C Chen, X Wu, W Zhao, Y Song, Y Tong, C Liu, ...ACM Transactions on Intelligent Systems and Technology (TIST) 12 (3), 1-19, 2021202
7
2021
Unsupervised learning utilizing sequential output statistics
Y Liu, J Chen, L DengUS Patent 10,776,716, 2020202
5
2020

Referred From: https://scholar.google.com/citations?user=GQWTo4MAAAAJ&hl=en

Cited by
Citations 77472
h-index 103
i10-index 412
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