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.
 |
Video Compression through Image Interpolation
Chao-Yuan Wu, Nayan Singhal, Philipp Krähenbühl arXiv 2018 [paper] [details] |
 |
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 | Amazon | Applied Scientist Intern | Research in computer vision. |
| May-Aug 2016 | Research Intern | Research in query modeling. | |
| Jan-Aug 2015 | Netflix | Research Intern | Research in recommender systems. |
| 2012-2013 | Taiwan Army | Chief Counselor | |
| Summer 2011 | Yahoo | Software Engineering Intern | Front-end feature development. |
| Summer 2010 | Telcordia | Software Engineering Intern | Software testing for a telematics project. |
| Reviewer: CVPR 2018 |
| PC member: WWW 2018 |