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Machine Learning for Food Review and Recommendation



Tan Khang Le , Siu Cheung Hui

* Accepted paper to International Student Conference on Artificial Intelligence (STCAI) 2021 

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



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) 

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Collecting and Analyzing Multidimensional Data with Local Differential Privacy



Ning Wang , Xiaokui Xiao , Yin Yang , Jun Zhao , Siu Cheung Hui , Hyejin Shin , Junbum Shin , Ge Yu

* 12-Page Full Paper in Proceedings of the 2019 IEEE International Conference on Data Engineering (ICDE). arXiv admin note: text overlap with arXiv:1606.05053 

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Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks



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

* ACL 2019 

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



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 

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Recurrently Controlled Recurrent Networks



Yi Tay , Luu Anh Tuan , Siu Cheung Hui

* NIPS 2018 

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Densely Connected Attention Propagation for Reading Comprehension



Yi Tay , Luu Anh Tuan , Siu Cheung Hui , Jian Su

* NIPS 2018 

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Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference



Yi Tay , Luu Anh Tuan , Siu Cheung Hui

* EMNLP 2018 CRC and Update CAFE + ELMo result on SNLI 

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Self-Attentive Neural Collaborative Filtering



Yi Tay , Shuai Zhang , Luu Anh Tuan , Siu Cheung Hui

* We discovered a bug in our tensorflow implementation that involved accidental mixing of vectors across batches, rendering the main claim of the paper incorrect. We are withdrawing this paper until we find out why 

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Multi-Pointer Co-Attention Networks for Recommendation



Yi Tay , Luu Anh Tuan , Siu Cheung Hui

* Accepted to KDD 2018 (Research Track) 

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