Chao-Yuan Wu

I am a third year computer science Ph.D. student at University of Texas at Austin, advised by Professor Philipp Krähenbühl. My research interests are in computer vision and statistical machine learning.

Prior to joining UT Austin, I received my M.S. in machine learning at Carnegie Mellon University. I worked with Professor Alex Smola on several areas in machine learning.

Publications

( Google Scholar , DBLP )





Sampling Matters in Deep Embedding Learning
Chao-Yuan Wu, R Manmatha, Alexander J Smola, Philipp Krähenbühl
ICCV 2017


Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical Risk Minimization
Qi Lei, Ian En-Hsu Yen, Chao-Yuan Wu, Inderjit S Dhillon, Pradeep Ravikumar
ICML 2017


Recurrent Recommender Networks
Chao-Yuan Wu, Amr Ahmed, Alex Beutel, Alexander J Smola, How Jing
WSDM 2017


Predicting Latent Structured Intents from Shopping Queries
Chao-Yuan Wu, Amr Ahmed, Gowtham Ramani Kumar, Ritendra Datta
WWW 2017


Joint Training of Ratings and Reviews with Recurrent Recommender Networks
Chao-Yuan Wu, Amr Ahmed, Alex Beutel, Alexander J Smola
ICLR 2017 Workshop


Spectral Methods for Nonparametric Models
Hsiao-Yu Fish Tung, Chao-Yuan Wu, Manzil Zaheer, Alexander J Smola
arXiv preprint, 2017


Explaining reviews and ratings with PACO: Poisson Additive Co-Clustering
Chao-Yuan Wu, Alex Beutel, Amr Ahmed, Alexander J Smola
WWW 2016 (Poster)


Using Navigation to Improve Recommendations in Real-time
Chao-Yuan Wu, Christopher V Alvino, Alexander J Smola, Justin Basilico
RecSys 2016


Jointly Modeling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS)
Qiming Diao, Minghui Qiu, Chao-Yuan Wu, Alexander J Smola, Jing Jiang, Chong Wang
KDD 2014

Work

Sep 2016 - present

Amazon

Applied Scientist InternResearch in computer vision.
May-Aug 2016

Google

Research InternResearch in query modeling.
Jan-Aug 2015

Netflix

Research InternResearch in recommender systems.
2012-2013

Taiwan Army

Chief CounselorSupervised a company of 80 soldiers.
Summer 2011

Yahoo

Software Engineering InternFront-end feature development.
Summer 2010

Telcordia

Software Engineering InternSoftware testing for a telematics project.

Contact

Email: cywu at cs dot utexas dot edu
LinkedIn