About Me



Short Bio

Dr. Guo received her PhD degree in Computing Science from the University of Alberta. Before joining the School of Computer Science at Carleton University, she worked at the Australian National University as a Research Fellow, and then a tenure-track Assistant Professor and a tenured Associate Professor in the Department of Computer & Information Sciences at Temple University.


First Runner-up Student Machine Learning Paper Award, ECML/PKDD-21 2021
NeurIPS 2021 Outstanding Reviewer Award 2021
Best Paper Award, TASK-CV Workshop at ECCV-2020 2020
Chair Award for Outstanding Research, Dept of CIS, Temple University 2012
Outstanding Paper Award, AAAI-12 2012
NSERC Postdoctoral Fellowship 2008
Distinguished Paper Award, IJCAI-05 2005
Ph.D. Research Award, Dept of CS, University of Alberta 2005

Professional Service

Associate Editor, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Editorial Board Member, Artificial Intelligence Journal (AIJ)
Senior Program Committee Member or (Senior) Area Chair: AAAI 2016--23, ECAI 2023, IJCAI 2015--21, ACML 2017--19, 2021-22
Co-organizer of ECML-PKDD-22 Workshop: Multi-Label Learning: Current Trends and Open Challenges
Organizing Committee Member for The First Ottawa-AI Workshop, 2018
Co-chair/organizer of NIPS-14 Workshop: Representation and Learning Methods for Complex Outputs
Co-chair/organizer of NIPS-13 Workshop: Output Representation Learning
Co-chair/organizer of SDM-14, SDM-15 Workshop: Heterogeneous Learning