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.


( Google Scholar , DBLP )

Video Compression through Image Interpolation
Chao-Yuan Wu, Nayan Singhal, Philipp Krähenbühl
ECCV 2018
[paper] [details] [code]

Compressed Video Action Recognition
Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J Smola, Philipp Krähenbühl
CVPR 2018 (spotlight)
[paper] [details] [code]

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

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


Sep 2016-Dec 2017


Applied Scientist InternResearch in computer vision.
May-Aug 2016


Research InternResearch in query modeling.
Jan-Aug 2015


Research InternResearch in recommender systems.

Taiwan Army

Chief Counselor
Summer 2011


Software Engineering InternFront-end feature development.
Summer 2010


Software Engineering InternSoftware testing for a telematics project.

Professional Service

Reviewer: CVPR 2018, ECCV 2018, ACCV 2018
PC member: WWW 2018


Email: cywu at cs dot utexas dot edu