Chun-Liang Li
Chun-Liang Li
Machine Learning Department, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
Mmd gan: Towards deeper understanding of moment matching network
CL Li, WC Chang, Y Cheng, Y Yang, B Póczos
Advances in Neural Information Processing Systems, 2203-2213, 2017
1642017
One Network to Solve Them All--Solving Linear Inverse Problems Using Deep Projection Models
JH Rick Chang, CL Li, B Poczos, BVK Vijaya Kumar, ...
Proceedings of the IEEE International Conference on Computer Vision, 5888-5897, 2017
942017
CMU DeepLens: deep learning for automatic image-based galaxy–galaxy strong lens finding
F Lanusse, Q Ma, N Li, TE Collett, CL Li, S Ravanbakhsh, R Mandelbaum, ...
Monthly Notices of the Royal Astronomical Society 473 (3), 3895-3906, 2017
542017
A linear ensemble of individual and blended models for music rating prediction
PL Chen, CT Tsai, YN Chen, KC Chou, CL Li, CH Tsai, KW Wu, YC Chou, ...
Proceedings of KDD Cup 2011, 21-60, 2012
532012
Sobolev gan
Y Mroueh, CL Li, T Sercu, A Raj, Y Cheng
ICLR, 2018
312018
Condensed filter tree for cost-sensitive multi-label classification
CL Li, HT Lin
International Conference on Machine Learning, 423-431, 2014
292014
High Dimensional Bayesian Optimization via Restricted Projection Pursuit Models
CL Li, K Kandasamy, B Póczos, J Schneider
Proceedings of the 19th International Conference on Artificial Intelligence …, 2016
252016
Effective string processing and matching for author disambiguation
WS Chin, Y Zhuang, YC Juan, F Wu, HY Tung, T Yu, JP Wang, CX Chang, ...
The Journal of Machine Learning Research 15 (1), 3037-3064, 2014
252014
Point cloud gan
CL Li, M Zaheer, Y Zhang, B Poczos, R Salakhutdinov
arXiv preprint arXiv:1810.05795, 2018
212018
Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013
CL Li, YC Su, TW Lin, CH Tsai, WC Chang, KH Huang, TM Kuo, SW Lin, ...
Journal of Machine Learning Research 16, 2921-2947, 2015
202015
Rivalry of Two Families of Algorithms for Memory-Restricted Streaming PCA
CL Li, HT Lin, CJ Lu
Proceedings of the 19th International Conference on Artificial Intelligence …, 2016
172016
Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer
HTD Liu, M Tao, CL Li, D Nowrouzezahrai, A Jacobson
16*2019
Novel models and ensemble techniques to discriminate favorite items from unrated ones for personalized music recommendation
TG McKenzie, CS Ferng, YN Chen, CL Li, CH Tsai, KW Wu, YH Chang, ...
Proceedings of the 2011 International Conference on KDD Cup 2011-Volume 18 …, 2011
162011
Pedestrian-Synthesis-GAN: Generating pedestrian data in real scene and beyond
X Ouyang, Y Cheng, Y Jiang, CL Li, P Zhou
arXiv preprint arXiv:1804.02047, 2018
122018
Active learning with hinted support vector machine
CL Li, CS Ferng, HT Lin
Asian Conference on Machine Learning, 221-235, 2012
122012
Data-driven random fourier features using stein effect
WC Chang, CL Li, Y Yang, B Poczos
arXiv preprint arXiv:1705.08525, 2017
92017
Active Learning Using Hint Information
CL Li, CS Ferng, HT Lin
Neural Computation 27 (8), 1738-1765, 2015
92015
Nonparametric density estimation under adversarial losses
S Singh, A Uppal, B Li, CL Li, M Zaheer, B Póczos
Advances in Neural Information Processing Systems, 10225-10236, 2018
72018
Classifier Two-Sample Test for Video Anomaly Detections
Y Liu, CL Li, B Póczos
62018
Utilize Old Coordinates: Faster Doubly Stochastic Gradients for Kernel Methods
CL Li, B Póczos
Proceedings of the Thirty-Two Conference on Uncertainty in Artificial …, 2016
62016
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