Occlusion-Robust Face Recognition Using Iterative Stacked Denoising Autoencoder. - Ying Zhang; Rui Liu; Saizheng Zhang; Ming Zhu (ICONIP (3), 2013)

Optimized Deep Learning Architectures with Fast Matrix Operation Kernels on Parallel Platform. - Ying Zhang; Saizheng Zhang (ICTAI, 2013)

Difference Target Propagation. - Dong-Hyun Lee; Saizheng Zhang; Asja Fischer; Yoshua Bengio (ECML/PKDD (1), 2015)

GSNs : Generative Stochastic Networks. - Guillaume Alain; Yoshua Bengio; Li Yao; Jason Yosinski; Eric Thibodeau-Laufer; Saizheng Zhang; Pascal Vincent (CoRR, 2015)

An objective function for STDP. - Yoshua Bengio; Thomas Mesnard; Asja Fischer; Saizheng Zhang; Yuhai Wu (CoRR, 2015)

Target Propagation. - Dong-Hyun Lee; Saizheng Zhang; Antoine Biard; Yoshua Bengio (ICLR (Workshop), 2015)

Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks. - Ying Zhang 033; Mohammad Pezeshki; Philémon Brakel; Saizheng Zhang; César Laurent; Yoshua Bengio; Aaron C. Courville (INTERSPEECH, 2016)

Professor Forcing: A New Algorithm for Training Recurrent Networks. - Anirudh Goyal; Alex Lamb; Ying Zhang 033; Saizheng Zhang; Aaron C. Courville; Yoshua Bengio (NIPS, 2016)

On Multiplicative Integration with Recurrent Neural Networks. - Yuhuai Wu; Saizheng Zhang; Ying Zhang 033; Yoshua Bengio; Ruslan Salakhutdinov (NIPS, 2016)

Architectural Complexity Measures of Recurrent Neural Networks. - Saizheng Zhang; Yuhuai Wu; Tong Che; Zhouhan Lin; Roland Memisevic; Ruslan Salakhutdinov; Yoshua Bengio (NIPS, 2016)

Theano: A Python framework for fast computation of mathematical expressions. - Rami Al-Rfou; Guillaume Alain; Amjad Almahairi; Christof Angermüller; Dzmitry Bahdanau; Nicolas Ballas; Frédéric Bastien; Justin Bayer; Anatoly Belikov; Alexander Belopolsky; Yoshua Bengio; Arnaud Bergeron; et al. (CoRR, 2016)

Machine Comprehension by Text-to-Text Neural Question Generation. - Xingdi Yuan; Tong Wang 012; Çaglar Gülçehre; Alessandro Sordoni; Philip Bachman; Saizheng Zhang; Sandeep Subramanian; Adam Trischler (Rep4NLP@ACL, 2017)

A Deep Reinforcement Learning Chatbot. - Iulian Vlad Serban; Chinnadhurai Sankar; Mathieu Germain; Saizheng Zhang; Zhouhan Lin; Sandeep Subramanian; Taesup Kim; Michael Pieper; Sarath Chandar; Nan Rosemary Ke; Sai Mudumba; Alexandre de Brébisson; et al. (CoRR, 2017)

STDP-Compatible Approximation of Backpropagation in an Energy-Based Model. - Yoshua Bengio; Thomas Mesnard; Asja Fischer; Saizheng Zhang; Yuhuai Wu (Neural Comput., 2017)

Personalizing Dialogue Agents: I have a dog, do you have pets too? - Saizheng Zhang; Emily Dinan; Jack Urbanek; Arthur Szlam; Douwe Kiela; Jason Weston (ACL (1), 2018)

Neural Models for Key Phrase Extraction and Question Generation. - Sandeep Subramanian; Tong Wang 012; Xingdi Yuan; Saizheng Zhang; Adam Trischler; Yoshua Bengio (QA@ACL, 2018)

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. - Zhilin Yang 001; Peng Qi 003; Saizheng Zhang; Yoshua Bengio; William W. Cohen; Ruslan Salakhutdinov; Christopher D. Manning (EMNLP, 2018)

Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. - Zhilin Yang 001; Saizheng Zhang; Jack Urbanek; Will Feng; Alexander H. Miller; Arthur Szlam; Douwe Kiela; Jason Weston (ICLR (Poster), 2018)

A Deep Reinforcement Learning Chatbot (Short Version). - Iulian Vlad Serban; Chinnadhurai Sankar; Mathieu Germain; Saizheng Zhang; Zhouhan Lin; Sandeep Subramanian; Taesup Kim; Michael Pieper; Sarath Chandar; Nan Rosemary Ke; Sai Rajeswar; Alexandre de Brébisson; et al. (CoRR, 2018)