66 citations · 216 across the 10 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.LG2017★ 11 cited
Learning K-way D-dimensional Discrete Code For Compact Embedding Representations
Ting Chen, Martin Renqiang Min, Yizhou Sun
Embedding methods such as word embedding have become pillars for many applications containing discrete structures. Conventional embedding methods directly associate each symbol wit…
cs.LG2017★ 4 cited
On Sampling Strategies for Neural Network-based Collaborative Filtering
Ting Chen, Yizhou Sun, Yue Shi +1
Recent advances in neural networks have inspired people to design hybrid recommendation algorithms that can incorporate both (1) user-item interaction information and (2) content i…
cs.IR2017★ 20 cited
Joint Text Embedding for Personalized Content-based Recommendation
Ting Chen, Liangjie Hong, Yue Shi +1
Learning a good representation of text is key to many recommendation applications. Examples include news recommendation where texts to be recommended are constantly published every…