My name is Adams Wei Yu. I am a graduate student in School of Computer Science at Carnegie Mellon University, supervised by Professor Jaime Carbonell. I am fortunate enough to be supported by Siebel Scholarship and CMU Research Fellowship. Before that, I was an mphil student in Department of Computer Science at The University of Hong Kong, and supervised by Professor Nikos Mamoulis. I obtained my BSc degree in Mathematics and Applied Mathematics from Beihang University.
Email: wei(my last name) AT cs DOT cmu DOT edu;
OR: adams(my last name)wei AT gmail DOT com
Address: GHC 5508, 5000 Forbes Avenue, Pittsburgh, PA 15213.
Adams Wei Yu, Wanli Ma, Yaoliang Yu, Jaime G. Carbonell, Suvrit Sra.
Efficient Structured Matrix Rank Minimization.
In Neural Information Processing Systems Conference 27, Montreal, 2014. Full paper with appendix,
Adams Wei Yu, Fatma Kılınç-Karzan, Jaime G. Carbonell.
Saddle Points and Accelerated Perceptron Algorithms.
(Full oral, INFORMS Data Mining Best Student Paper Finalist)
In Proceedings of 31st International Conference on Machine Learning, Beijing, 2014. Full paper with appendix,
Adams Wei Yu, Nikos Mamoulis, Hao Su.
Reverse Top-k Search using Random Walk with Restart.
In Proceedings of the VLDB Endowment (PVLDB), 7(5): 401-412, January 2014. Full paper,
Adams Wei Yu*, Hao Su*, Li Fei-Fei. (* Indicates equal contribution)
Efficient Euclidean Projections onto the Intersection of Norm Balls.
In Proceedings of 29th International Conference on Machine Learning, Edinburgh, 2012. Full paper with appendix,
Xiaoying Bai, Ron S. Kenett, Wei Yu.
Risk Assessment and Adaptive Group Testing of Semantic Web Services.
International Journal of Software Engineering and Knowledge Engineering, 22(5): 595-620, 2012.
Xianglong Liu, Yihua Lou, Adams Wei Yu, Bo Lang.
Search by Mobile Image Based on Visual and Spatial Consistency.
(Oral, Best Paper Nomination)
In Proceedings of IEEE International Conference on Multimedia and Expo, Barcelona, 2011. Full paper,
Tianjing Xu, Adams Wei Yu, Xianglong Liu, Bo Lang.
Music Identification via Vocabulary Tree with MFCC Peaks.
In Workshop on Music Information Retrieval with User-centered and Multimodal Strategies, ACM Multimedia, Scottsdale, 2011. Full paper,
Xianglong Liu, Bo Lang, Wei Yu, Junwu Luo, Lei Huang.
AUDR: An Advanced Unstructured Data Repository.
In Proceedings of 6th International Conference on Pervasive Computing and Applications, Port Elizabeth, 2011. Full paper,