Liu Yang

Researcher, Data Intelligence Division, China Unicom Digital Technology Co., Ltd.

Joined

July 2019

Names

Liu Yang

Emails

****@outlook.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Data Intelligence Division, China Unicom Digital Technology Co., Ltd. (chinaunicom.cn)

2023 – Present

Postdoc

Yale University (yale.edu)

2016 – 2017

Advisors, Relations & Conflicts

Coauthor

Steve Hanneke

2008 – 2025

PhD Advisor

Avrim Blum

2010 – 2013

Expertise

reinforcement learning

2023 – 2025

active learning

2010 – 2025

distance metric learning

2006 – 2010

Publications

Reliable Active Apprenticeship Learning
Steve Hanneke, Liu Yang, Gongju Wang, Yulun Song
- ALT 2025
- Readers: Everyone
Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning
Pengfei Zhu, Ren Qi, Qinghua Hu, Qilong Wang, Changqing Zhang, Liu Yang
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
Semi-supervised low-rank mapping learning for multi-label classification
Liping Jing, Liu Yang, Jian Yu, Michael K. Ng
- 2015 (modified: 10 Nov 2022)
- CVPR 2015
- Readers: Everyone
Sparse Probabilistic Matrix Factorization by Laplace Distribution for Collaborative Filtering
Liping Jing, Peng Wang, Liu Yang
- 2015 (modified: 04 Sept 2020)
- IJCAI 2015
- Readers: Everyone
Buy-in-Bulk Active Learning
Liu Yang, Jaime G. Carbonell
- 2013 (modified: 11 Nov 2022)
- NIPS 2013
- Readers: Everyone
Activized Learning with Uniform Classification Noise
Liu Yang, Steve Hanneke
- 2013 (modified: 11 Nov 2022)
- ICML (2) 2013
- Readers: Everyone
SURF cascade face detection acceleration on Sandy Bridge processor
Eric Li, Liu Yang, Bin Wang, Jianguo Li, Ya-ti Peng
- 2012 (modified: 10 Nov 2022)
- CVPR Workshops 2012
- Readers: Everyone
Active Learning with a Drifting Distribution
Liu Yang
- 2011 (modified: 11 Nov 2022)
- NIPS 2011
- Readers: Everyone
A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval.
Liu Yang, Rong Jin, Lily B. Mummert, Rahul Sukthankar, Adam Goode, Bin Zheng, Steven C. H. Hoi, Mahadev Satyanarayanan
- 2010 (modified: 10 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2010
- Readers: Everyone
Online learning by ellipsoid method
Liu Yang, Rong Jin, Jieping Ye
- 2009 (modified: 11 Nov 2022)
- ICML 2009
- Readers: Everyone

View all 16 publications

Co-Authors

View all 31 co-authors