Deng, Li

18 publications

AAAI 2019 Attentive Tensor Product Learning Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He

AAAI 2018 BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems Zachary C. Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng

AAAI 2018 Question-Answering with Grammatically-Interpretable Representations Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng

ICLR 2018 Towards Neural Phrase-Based Machine Translation Po-Sen Huang, Chong Wang, Sitao Huang, Dengyong Zhou, Li Deng

NeurIPS 2017 Q-LDA: Uncovering Latent Patterns in Text-Based Sequential Decision Processes Jianshu Chen, Chong Wang, Lin Xiao, Ji He, Lihong Li, Li Deng

CVPR 2017 Semantic Compositional Networks for Visual Captioning Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng

ICML 2017 Sequence Modeling via Segmentations Chong Wang, Yining Wang, Po-Sen Huang, Abdelrahman Mohamed, Dengyong Zhou, Li Deng

CVPR 2017 StyleNet: Generating Attractive Visual Captions with Styles Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng

NeurIPS 2017 Unsupervised Sequence Classification Using Sequential Output Statistics Yu Liu, Jianshu Chen, Li Deng

ICLR 2016 Reasoning in Vector Space: An Exploratory Study of Question Answering Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky

CVPR 2016 Stacked Attention Networks for Image Question Answering Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Smola

ICLR 2015 Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng

NeurIPS 2015 End-to-End Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng

CVPR 2015 From Captions to Visual Concepts and Back Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh K. Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig

ICLR 2014 A New Method for Learning Deep Recurrent Neural Networks Jianshu Chen, Li Deng

NeurIPS 2012 Learning with Recursive Perceptual Representations Oriol Vinyals, Yangqing Jia, Li Deng, Trevor Darrell

NeurIPS 2001 ALGONQUIN - Learning Dynamic Noise Models from Noisy Speech for Robust Speech Recognition Brendan J. Frey, Trausti T. Kristjansson, Li Deng, Alex Acero

NeurIPS 2000 Speech Denoising and Dereverberation Using Probabilistic Models Hagai Attias, John C. Platt, Alex Acero, Li Deng