I am a Ph.D. candidate in the Computer Science Department at
University of California, Irvine
, under the supervision of Prof.
. I also closely work with Prof.
. I've received my B.S. and M.S. in mathematics from
, and M.S. in computer science from
Oregon State University
qlou AT uci.edu
I am generally interested in artificial intelligence, machine learning, and computer vision. Currently, I am mainly working on inference problems in probabilistic graphical models.
Anytime anyspace AND/OR search for bounding the partition function
, Rina Dechter, Alexander Ihler
The Thirty-first AAAI Conference on Artificial Intelligence (AAAI-17).
Deep multi-instance networks with sparse label assignment for whole mammogram classification
, Yeeleng Scott Vang, Xiaohui Xie
Novelty detection under multi-instance multi-label framework
, Raviv Raich, Forrest Briggs, Xiaoli Fern
IEEE International Workshop on Machine Learning for Signal Processing, 2013.
Instance annotation for multi-instance multi-label learning
Forrest Briggs, Xiaoli Fern, Raviv Raich,
ACM Transactions on Knowledge Discovery from Data, Vol. 7 Iss. 3, 2013.
A framework for analyzing bioacoustics audio recordings as multiple instance multiple label data
Raviv Raich, Forrest Briggs,
, Xiaoli Fern, David Mellinger
Proceedings of Meetings on Acoustics Vol. 19 Iss. 1, 2013.
Curve intersection using hybrid clipping
, Ligang Liu
Computers & Graphics 36(5): 309-320 (2012).
Oral presentation on Shape Modeling International 2012.
Research Intern at Virginia Tech
Machine Learning & Perception Group, hosted by Prof.
, 08/2013 ~ 11/2013, 04/2014 ~ 08/2014.
Graduate Student Researcher, Teaching Assistant at UCI
Research Assistant, Teaching Assistant at OSU
Copyright 2015 Qi Lou | Last updated: 09/29/2015