Nan Li

According to our database, Nan Li authored at least 26 papers between 2009 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Learning Multiple Local Metrics: Global Consideration Helps.

Han-Jia Ye, De-Chuan Zhan, Nan Li, Yuan Jiang

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization Perspective.

Yifei Zhao, Yu-Hang Zhou, Mingdong Ou, Huan Xu, Nan Li

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

A Practical Semi-Parametric Contextual Bandit.

Yi Peng, Miao Xie, Jiahao Liu, Xuying Meng, Nan Li, Cheng Yang, Tao Yao, Rong Jin

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Hybrid Item-Item Recommendation via Semi-Parametric Embedding.

Peng Hu, Rong Du, Yao Hu, Nan Li

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning to Rank Proposals for Object Detection.

Zhiyu Tan, Xuecheng Nie, Qi Qian, Nan Li, Hao Li

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Robust Online Matching with User Arrival Distribution Drift.

Yu-Hang Zhou, Chen Liang, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Semi-Parametric Sampling for Stochastic Bandits with Many Arms.

Mingdong Ou, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Multinomial Logit Bandit with Linear Utility Functions.

Mingdong Ou, Nan Li, Shenghuo Zhu, Rong Jin

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Tau-FPL: Tolerance-Constrained Learning in Linear Time.

Ao Zhang, Nan Li, Jian Pu, Jun Wang, Junchi Yan, Hongyuan Zha

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Open-Category Classification by Adversarial Sample Generation.

Yang Yu, Wei-Yang Qu, Nan Li, Zimin Guo

CoRR, 2017

2016

Transductive Optimization of Top k Precision.

Li-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Multi-label Selective Ensemble.

Nan Li, Yuan Jiang, Zhi-Hua Zhou

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

2014

B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces.

Chao Chen, Daqing Zhang, Nan Li, Zhi-Hua Zhou

IEEE Trans. Intell. Transp. Syst., 2014

Top Rank Optimization in Linear Time.

Nan Li, Rong Jin, Zhi-Hua Zhou

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

iBOAT: Isolation-Based Online Anomalous Trajectory Detection.

Chao Chen, Daqing Zhang, Pablo Samuel Castro, Nan Li, Lin Sun, Shijian Li, Zonghui Wang

IEEE Trans. Intell. Transp. Syst., 2013

Efficient Optimization of Performance Measures by Classifier Adaptation.

Nan Li, Ivor W. Tsang, Zhi-Hua Zhou

IEEE Trans. Pattern Anal. Mach. Intell., 2013

B-Planner: Night bus route planning using large-scale taxi GPS traces.

Chao Chen, Daqing Zhang, Zhi-Hua Zhou, Nan Li, Tülin Atmaca, Shijian Li

Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Selective Ensemble of Classifier Chains.

Nan Li, Zhi-Hua Zhou

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

2012

Diversity Regularized Ensemble Pruning.

Nan Li, Yang Yu, Zhi-Hua Zhou

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

2011

Real-Time Detection of Anomalous Taxi Trajectories from GPS Traces.

Chao Chen, Daqing Zhang, Pablo Samuel Castro, Nan Li, Lin Sun, Shijian Li

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2011

Physical Activity Monitoring with Mobile Phones.

Lin Sun, Daqing Zhang, Nan Li

Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

iBAT: detecting anomalous taxi trajectories from GPS traces.

Daqing Zhang, Nan Li, Zhi-Hua Zhou, Chao Chen, Lin Sun, Shijian Li

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010

Efficiently Learning Nonlinear Classifiers for Domain Specific Performance Measures

Nan Li, Ivor W. Tsang, Zhi-Hua Zhou

CoRR, 2010

Multi-information Ensemble Diversity.

Zhi-Hua Zhou, Nan Li

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

2009

Selective Ensemble under Regularization Framework.

Nan Li, Zhi-Hua Zhou

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Semi-naive Exploitation of One-Dependence Estimators.

Nan Li, Yang Yu, Zhi-Hua Zhou

Proceedings of the ICDM 2009, 2009