Li Deng

ORCID

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 59

Top Venues

CoRR

ICASSP

INTERSPEECH

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Jogi Suda Neto, Li Deng, Thejaswi Raya, Reza Shahbazi, Nick Liu, Adhitya Venkatesh, Miral Shah, Neeru Khosla, Rodrigo Capobianco Guido
Trusting Language Models in Education. CoRR (2023)
Xiaodong He, Li Deng, Richard Rose, Minlie Huang, Isabel Trancoso, Chao Zhang
Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Libo Yang, Bo Fu, Yan Li, Yueping Liu, Wenting Huang, Sha Feng, Lin Xiao, Linyong Sun, Li Deng, Xinyi Zheng, Feng Ye, Hong Bu
Prediction model of the response to neoadjuvant chemotherapy in breast cancers by a Naive Bayes algorithm. Comput. Methods Programs Biomed. 192 (2020)
Chao Zhang, Zichao Yang, Xiaodong He, Li Deng
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Chao Zhang, Zichao Yang, Xiaodong He, Li Deng
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. CoRR (2019)
Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He
Attentive Tensor Product Learning. AAAI (2019)
Yu Liu, Li Deng, Jianshu Chen, Chang Wen Chen
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation. CoRR (2019)
Po-Sen Huang, Chong Wang, Sitao Huang, Dengyong Zhou, Li Deng
Towards Neural Phrase-based Machine Translation. ICLR (Poster) (2018)
Zachary C. Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems. AAAI (2018)
Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
Tensor Product Generation Networks for Deep NLP Modeling. NAACL-HLT (2018)
Li Deng
Artificial Intelligence in the Rising Wave of Deep Learning: The Historical Path and Future Outlook [Perspectives]. IEEE Signal Process. Mag. 35 (1) (2018)
Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
Question-Answering with Grammatically-Interpretable Representations. AAAI (2018)
Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He
Attentive Tensor Product Learning for Language Generation and Grammar Parsing. CoRR (2018)
Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng
Character-level deep conflation for business data analytics. ICASSP (2017)
David Golub, Po-Sen Huang, Xiaodong He, Li Deng
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. CoRR (2017)
Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng
Semantic Compositional Networks for Visual Captioning. CVPR (2017)
Jianshu Chen, Chong Wang, Lin Xiao, Ji He, Lihong Li, Li Deng
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes. NIPS (2017)
Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access. ACL (1) (2017)
Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng
StyleNet: Generating Attractive Visual Captions with Styles. CVPR (2017)
Po-Sen Huang, Chong Wang, Dengyong Zhou, Li Deng
Neural Phrase-based Machine Translation. CoRR (2017)
Asli Celikyilmaz, Li Deng, Lihong Li, Chong Wang
Scaffolding Networks for Teaching and Learning to Comprehend. CoRR (2017)
Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng
Character-level Deep Conflation for Business Data Analytics. CoRR (2017)
Xiaodong He, Li Deng
Deep Learning for Image-to-Text Generation: A Technical Overview. IEEE Signal Process. Mag. 34 (6) (2017)
Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
Deep Learning of Grammatically-Interpretable Representations Through Question-Answering. CoRR (2017)
Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
A Neural-Symbolic Approach to Natural Language Tasks. CoRR (2017)
Hamid Palangi, Rabab Kreidieh Ward, Li Deng
Convolutional Deep Stacking Networks for distributed compressive sensing. Signal Process. 131 (2017)
David Golub, Po-Sen Huang, Xiaodong He, Li Deng
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. EMNLP (2017)
Yu Liu, Jianshu Chen, Li Deng
Unsupervised Sequence Classification using Sequential Output Statistics. NIPS (2017)
Yu Liu, Jianshu Chen, Li Deng
An Unsupervised Learning Method Exploiting Sequential Output Statistics. CoRR (2017)
Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
Tensor Product Generation Networks. CoRR (2017)
Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng
End-to-end joint learning of natural language understanding and dialogue manager. ICASSP (2017)
Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng
Sequence Modeling via Segmentations. ICML (2017)
Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng
Sequence Modeling via Segmentations. CoRR (2017)
Hamid Palangi, Rabab Kreidieh Ward, Li Deng
Exploiting correlations among channels in distributed compressive sensing with convolutional deep stacking networks. ICASSP (2016)
Zachary C. Lipton, Jianfeng Gao, Lihong Li, Xiujun Li, Faisal Ahmed, Li Deng
Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \& Replay Buffer Spiking. CoRR (2016)
Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng
End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager. CoRR (2016)
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoCo@NIPS (2016)
Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting and Tracking Popular Discussion Threads. CoRR (2016)
Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamäki, Wei Rao, Xiong Xiao, Anthony Larcher, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Jianshu Chen, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Chenglin Xu, Haihua Xu, Bin Ma, Eng Siong Chng, Sylvain Meignier
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. INTERSPEECH (2016)
Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. INTERSPEECH (2016)
Hamid Palangi, Rabab K. Ward, Li Deng
Distributed Compressive Sensing: A Deep Learning Approach. IEEE Trans. Signal Process. 64 (17) (2016)
Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, Li Deng
End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding. INTERSPEECH (2016)
Hamid Palangi, Rabab Kreidieh Ward, Li Deng
Reconstruction of sparse vectors in compressive sensing with multiple measurement vectors using bidirectional long short-term memory. GlobalSIP (2016)
Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng
End-to-End Reinforcement Learning of Dialogue Agents for Information Access. CoRR (2016)
Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
Syntax or semantics? knowledge-guided joint semantic frame parsing. SLT (2016)
Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. CoRR (2016)
Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky
Reasoning in Vector Space: An Exploratory Study of Question Answering. ICLR (Poster) (2016)
Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng
Bi-directional Attention with Agreement for Dependency Parsing. EMNLP (2016)
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. CoRR (2016)
Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng
Semantic Compositional Networks for Visual Captioning. CoRR (2016)
Paul Smolensky, Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng
Basic Reasoning with Tensor Product Representations. CoRR (2016)
Zachary C. Lipton, Jianfeng Gao, Lihong Li, Jianshu Chen, Li Deng
Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear. CoRR (2016)
Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng
Bi-directional Attention with Agreement for Dependency Parsing. CoRR (2016)
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval. IEEE ACM Trans. Audio Speech Lang. Process. 24 (4) (2016)
Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads. EMNLP (2016)
Jianshu Chen, Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng
Unsupervised Learning of Predictors from Unpaired Input-Output Samples. CoRR (2016)
Jianshu Chen, Ji He, Xiaodong He, Lin Xiao, Jianfeng Gao, Li Deng
Interpreting the prediction process of a deep network constructed from supervised topic models. ICASSP (2016)
Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
Deep Reinforcement Learning with a Natural Language Action Space. ACL (1) (2016)
Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola
Stacked Attention Networks for Image Question Answering. CVPR (2016)
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
Deep Sentence Embedding Using the Long Short Term Memory Network: Analysis and Application to Information Retrieval. CoRR (2015)
Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng
A Deep Embedding Model for Co-occurrence Learning. CoRR (2015)
Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell
Language Models for Image Captioning: The Quirks and What Works. CoRR (2015)
Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
From captions to visual concepts and back. CVPR (2015)
Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
Embedding Entities and Relations for Learning and Inference in Knowledge Bases. ICLR (Poster) (2015)
Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation. CoRR (2015)
Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng
A Deep Embedding Model for Co-occurrence Learning. ICDM Workshops (2015)
Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola
Stacked Attention Networks for Image Question Answering. CoRR (2015)
Zhen-Hua Ling, Shiyin Kang, Heiga Zen, Andrew W. Senior, Mike Schuster, Xiaojun Qian, Helen M. Meng, Li Deng
Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends. IEEE Signal Process. Mag. 32 (3) (2015)
Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture. NIPS (2015)
Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell
Language Models for Image Captioning: The Quirks and What Works. ACL (2) (2015)
Hamid Palangi, Rabab K. Ward, Li Deng
Distributed Compressive Sensing: A Deep Learning Approach. CoRR (2015)
Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
Deep Reinforcement Learning with an Unbounded Action Space. CoRR (2015)
Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh, Ye-Yi Wang
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval. HLT-NAACL (2015)
Xiujun Li, Lihong Li, Jianfeng Gao, Xiaodong He, Jianshu Chen, Li Deng, Ji He
Recurrent Reinforcement Learning: A Hybrid Approach. CoRR (2015)
Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 23 (3) (2015)
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil
Learning semantic representations using convolutional neural networks for web search. WWW (Companion Volume) (2014)
Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
From Captions to Visual Concepts and Back. CoRR (2014)
Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
Modeling Interestingness with Deep Neural Networks. EMNLP (2014)
Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng
Learning Continuous Phrase Representations for Translation Modeling. ACL (1) (2014)
Li Deng, Dong Yu
Deep Learning: Methods and Applications. Found. Trends Signal Process. 7 (3-4) (2014)
Li Deng, John C. Platt
Ensemble deep learning for speech recognition. INTERSPEECH (2014)
Li Deng, Steve Renals, Marcello Federico, Mari Ostendorf
Editorial: Expanding the Technical Reach of our Transactions. IEEE ACM Trans. Audio Speech Lang. Process. 22 (1) (2014)
Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, Dong Yu
Convolutional Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 22 (10) (2014)
Jianshu Chen, Li Deng
A New Method for Learning Deep Recurrent Neural Networks. ICLR (Workshop Poster) (2014)
Li Deng, Jianshu Chen
Sequence classification using the high-level features extracted from deep neural networks. ICASSP (2014)
Li Deng
Farewell editorial: keeping up the momentum of innovations. IEEE ACM Trans. Audio Speech Lang. Process. 22 (12) (2014)
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
Semantic Modelling with Long-Short-Term Memory for Information Retrieval. CoRR (2014)
Hamid Palangi, Li Deng, Rabab K. Ward
Recurrent Deep-Stacking Networks for sequence classification. ChinaSIP (2014)
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil
A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval. CIKM (2014)
Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
Learning Multi-Relational Semantics Using Neural-Embedding Models. CoRR (2014)
Li Deng
Achievements and challenges of deep learning - from speech analysis and recognition to language and multimodal processing. INTERSPEECH (2014)
Jinyu Li, Li Deng, Yifan Gong, Reinhold Haeb-Umbach
An Overview of Noise-Robust Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 22 (4) (2014)
Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong
A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation. Neurocomputing 128 (2014)
Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng
Predicting speech recognition confidence using deep learning with word identity and score features. ICASSP (2013)
Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong
Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers. ICASSP (2013)
Hamid Palangi, Li Deng, Rabab K. Ward
Learning Input and Recurrent Weight Matrices in Echo State Networks. CoRR (2013)
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry P. Heck
Learning deep structured semantic models for web search using clickthrough data. CIKM (2013)
Li Deng, Xiaodong He, Jianfeng Gao
Deep stacking networks for information retrieval. ICASSP (2013)
Xiaodong He, Li Deng, Dilek Hakkani-Tür, Gökhan Tür
Multi-style adaptive training for robust cross-lingual spoken language understanding. ICASSP (2013)
Xiaodong He, Li Deng
Speech-Centric Information Processing: An Optimization-Oriented Approach. Proc. IEEE 101 (5) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Li Deng