Nan Li

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 13

Top Topics

Contextual Bandit

User Engagement

Efficient Optimization

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Yifei Zhao, Yu-Hang Zhou, Mingdong Ou, Huan Xu, Nan Li
Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization Perspective. KDD (2020)
Han-Jia Ye, De-Chuan Zhan, Nan Li, Yuan Jiang
Learning Multiple Local Metrics: Global Consideration Helps. IEEE Trans. Pattern Anal. Mach. Intell. 42 (7) (2020)
Yifei Zhao, Yu-Hang Zhou, Mingdong Ou, Huan Xu, Nan Li
Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization Perspective. CoRR (2020)
Yu-Hang Zhou, Chen Liang, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin
Robust Online Matching with User Arrival Distribution Drift. AAAI (2019)
Zhiyu Tan, Xuecheng Nie, Qi Qian, Nan Li, Hao Li
Learning to Rank Proposals for Object Detection. ICCV (2019)
Mingdong Ou, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin
Semi-Parametric Sampling for Stochastic Bandits with Many Arms. AAAI (2019)
Peng Hu, Rong Du, Yao Hu, Nan Li
Hybrid Item-Item Recommendation via Semi-Parametric Embedding. IJCAI (2019)
Yi Peng, Miao Xie, Jiahao Liu, Xuying Meng, Nan Li, Cheng Yang, Tao Yao, Rong Jin
A Practical Semi-Parametric Contextual Bandit. IJCAI (2019)
Mingdong Ou, Nan Li, Shenghuo Zhu, Rong Jin
Multinomial Logit Bandit with Linear Utility Functions. IJCAI (2018)
Ao Zhang, Nan Li, Jian Pu, Jun Wang, Junchi Yan, Hongyuan Zha
Tau-FPL: Tolerance-Constrained Learning in Linear Time. AAAI (2018)
Mingdong Ou, Nan Li, Shenghuo Zhu, Rong Jin
Multinomial Logit Bandit with Linear Utility Functions. CoRR (2018)
Yang Yu, Wei-Yang Qu, Nan Li, Zimin Guo
Open-Category Classification by Adversarial Sample Generation. CoRR (2017)
Li-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou
Transductive Optimization of Top k Precision. IJCAI (2016)
Nan Li, Yuan Jiang, Zhi-Hua Zhou
Multi-label Selective Ensemble. MCS (2015)
Li-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou
Transductive Optimization of Top k Precision. CoRR (2015)
Nan Li, Rong Jin, Zhi-Hua Zhou
Top Rank Optimization in Linear Time. NIPS (2014)
Chao Chen, Daqing Zhang, Nan Li, Zhi-Hua Zhou
B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces. IEEE Trans. Intell. Transp. Syst. 15 (4) (2014)
Nan Li, Rong Jin, Zhi-Hua Zhou
Top Rank Optimization in Linear Time. CoRR (2014)
Chao Chen, Daqing Zhang, Zhi-Hua Zhou, Nan Li, Tülin Atmaca, Shijian Li
B-Planner: Night bus route planning using large-scale taxi GPS traces. PerCom (2013)
Nan Li, Ivor W. Tsang, Zhi-Hua Zhou
Efficient Optimization of Performance Measures by Classifier Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 35 (6) (2013)
Chao Chen, Daqing Zhang, Pablo Samuel Castro, Nan Li, Lin Sun, Shijian Li, Zonghui Wang
iBOAT: Isolation-Based Online Anomalous Trajectory Detection. IEEE Trans. Intell. Transp. Syst. 14 (2) (2013)
Nan Li, Zhi-Hua Zhou
Selective Ensemble of Classifier Chains. MCS (2013)
Nan Li, Yang Yu, Zhi-Hua Zhou
Diversity Regularized Ensemble Pruning. ECML/PKDD (1) (2012)
Daqing Zhang, Nan Li, Zhi-Hua Zhou, Chao Chen, Lin Sun, Shijian Li
iBAT: detecting anomalous taxi trajectories from GPS traces. UbiComp (2011)
Chao Chen, Daqing Zhang, Pablo Samuel Castro, Nan Li, Lin Sun, Shijian Li
Real-Time Detection of Anomalous Taxi Trajectories from GPS Traces. MobiQuitous (2011)
Lin Sun, Daqing Zhang, Nan Li
Physical Activity Monitoring with Mobile Phones. ICOST (2011)
Nan Li, Ivor W. Tsang, Zhi-Hua Zhou
Efficiently Learning Nonlinear Classifiers for Domain Specific Performance Measures CoRR (2010)
Zhi-Hua Zhou, Nan Li
Multi-information Ensemble Diversity. MCS (2010)
Nan Li, Zhi-Hua Zhou
Selective Ensemble under Regularization Framework. MCS (2009)
Nan Li, Yang Yu, Zhi-Hua Zhou
Semi-naive Exploitation of One-Dependence Estimators. ICDM (2009)