Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Aston Zhang

Dive into Deep Learning

Jun 21, 2021
Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola

* (HTML) (GitHub) 

  Access Paper or Ask Questions

Controllable and Diverse Text Generation in E-commerce

Feb 23, 2021
Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek Abdelzaher

* The Web Conference (WWW)2021 

  Access Paper or Ask Questions

Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters

Feb 17, 2021
Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu

* Published as a conference paper at the 9th International Conference on Learning Representations (ICLR 2021) 

  Access Paper or Ask Questions

A Unified Lottery Ticket Hypothesis for Graph Neural Networks

Feb 12, 2021
Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang

  Access Paper or Ask Questions

Learning User Representations with Hypercuboids for Recommender Systems

Nov 11, 2020
Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu, Ce Zhang, Yumeng Li, Tanchao Zhu, Shaojian He, Wenwu Ou

* Accepted by WSDM 2021 

  Access Paper or Ask Questions

ControlVAE: Tuning, Analytical Properties, and Performance Analysis

Oct 31, 2020
Huajie Shao, Zhisheng Xiao, Shuochao Yao, Aston Zhang, Shengzhong Liu, Tarek Abdelzaher

* arXiv admin note: substantial text overlap with arXiv:2004.05988 

  Access Paper or Ask Questions

Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder

Oct 06, 2020
Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang

* Accepted in EMNLP-Findings 2020, Camera Ready Version 

  Access Paper or Ask Questions

CoCon: A Self-Supervised Approach for Controlled Text Generation

Jun 05, 2020
Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu

  Access Paper or Ask Questions

Controllable Variational Autoencoder

Apr 13, 2020
Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek Abdelzaher

  Access Paper or Ask Questions

Transformer on a Diet

Feb 14, 2020
Chenguang Wang, Zihao Ye, Aston Zhang, Zheng Zhang, Alexander J. Smola

* 6 pages, 2 tables, 1 figure 

  Access Paper or Ask Questions

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings

Aug 18, 2019
Ahmed El-Kishky, Frank Xu, Aston Zhang, Jiawei Han

  Access Paper or Ask Questions

GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing

Jul 09, 2019
Jian Guo, He He, Tong He, Leonard Lausen, Mu Li, Haibin Lin, Xingjian Shi, Chenguang Wang, Junyuan Xie, Sheng Zha, Aston Zhang, Hang Zhang, Zhi Zhang, Zhongyue Zhang, Shuai Zheng

  Access Paper or Ask Questions

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks

Jun 11, 2019
Yi Tay, Aston Zhang, Luu Anh Tuan, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui

* ACL 2019 

  Access Paper or Ask Questions

Quaternion Collaborative Filtering for Recommendation

Jun 06, 2019
Shuai Zhang, Lina Yao, Lucas Vinh Tran, Aston Zhang, Yi Tay

* Accepted at IJCAI 2019 

  Access Paper or Ask Questions

Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives

May 26, 2019
Yi Tay, Shuohang Wang, Luu Anh Tuan, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang

* Accepted to ACL 2019 

  Access Paper or Ask Questions

Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained Embeddings

Mar 09, 2018
Huan Gui, Qi Zhu, Liyuan Liu, Aston Zhang, Jiawei Han

  Access Paper or Ask Questions

DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework

Nov 22, 2017
Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek Abdelzaher

* Published in SenSys2017. Code is available on 

  Access Paper or Ask Questions

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations

Sep 09, 2017
Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek Abdelzaher

  Access Paper or Ask Questions

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing

Jul 02, 2017
Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek Abdelzaher

* Published in WWW2017. Code available on 

  Access Paper or Ask Questions