Semi-naive Exploitation of One-Dependence Estimators. - Nan Li 019; Yang Yu 001; Zhi-Hua Zhou (ICDM, 2009)

Selective Ensemble under Regularization Framework. - Nan Li 019; Zhi-Hua Zhou (MCS, 2009)

Multi-information Ensemble Diversity. - Zhi-Hua Zhou; Nan Li 019 (MCS, 2010)

Efficiently Learning Nonlinear Classifiers for Domain Specific Performance Measures - Nan Li 019; Ivor W. Tsang; Zhi-Hua Zhou (CoRR, 2010)

iBAT: detecting anomalous taxi trajectories from GPS traces. - Daqing Zhang 001; Nan Li 019; Zhi-Hua Zhou; Chao Chen 004; Lin Sun 009; Shijian Li (UbiComp, 2011)

Physical Activity Monitoring with Mobile Phones. - Lin Sun 009; Daqing Zhang 001; Nan Li 019 (ICOST, 2011)

Real-Time Detection of Anomalous Taxi Trajectories from GPS Traces. - Chao Chen 004; Daqing Zhang 001; Pablo Samuel Castro; Nan Li 019; Lin Sun 009; Shijian Li (MobiQuitous, 2011)

Diversity Regularized Ensemble Pruning. - Nan Li 019; Yang Yu 001; Zhi-Hua Zhou (ECML/PKDD (1), 2012)

Selective Ensemble of Classifier Chains. - Nan Li 019; Zhi-Hua Zhou (MCS, 2013)

B-Planner: Night bus route planning using large-scale taxi GPS traces. - Chao Chen 004; Daqing Zhang 001; Zhi-Hua Zhou; Nan Li 019; Tülin Atmaca; Shijian Li (PerCom, 2013)

Efficient Optimization of Performance Measures by Classifier Adaptation. - Nan Li 019; Ivor W. Tsang; Zhi-Hua Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

iBOAT: Isolation-Based Online Anomalous Trajectory Detection. - Chao Chen 004; Daqing Zhang 001; Pablo Samuel Castro; Nan Li 019; Lin Sun 009; Shijian Li; Zonghui Wang (IEEE Trans. Intell. Transp. Syst., 2013)

Top Rank Optimization in Linear Time. - Nan Li 019; Rong Jin 001; Zhi-Hua Zhou (NIPS, 2014)

B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces. - Chao Chen 004; Daqing Zhang 001; Nan Li 019; Zhi-Hua Zhou (IEEE Trans. Intell. Transp. Syst., 2014)

Multi-label Selective Ensemble. - Nan Li 019; Yuan Jiang 001; Zhi-Hua Zhou (MCS, 2015)

Transductive Optimization of Top k Precision. - Li-Ping Liu 001; Thomas G. Dietterich; Nan Li 019; Zhi-Hua Zhou (IJCAI, 2016)

Open Category Classification by Adversarial Sample Generation. - Yang Yu 001; Wei-Yang Qu; Nan Li 019; Zimin Guo (IJCAI, 2017)

Tau-FPL: Tolerance-Constrained Learning in Linear Time. - Ao Zhang; Nan Li 019; Jian Pu; Jun Wang 006; Junchi Yan; Hongyuan Zha (AAAI, 2018)

Multinomial Logit Bandit with Linear Utility Functions. - Mingdong Ou; Nan Li 019; Shenghuo Zhu; Rong Jin 001 (IJCAI, 2018)

Semi-Parametric Sampling for Stochastic Bandits with Many Arms. - Mingdong Ou; Nan Li 019; Cheng Yang; Shenghuo Zhu; Rong Jin 001 (AAAI, 2019)

Robust Online Matching with User Arrival Distribution Drift. - Yu-Hang Zhou; Chen Liang; Nan Li 019; Cheng Yang; Shenghuo Zhu; Rong Jin 001 (AAAI, 2019)

Learning to Rank Proposals for Object Detection. - Zhiyu Tan; Xuecheng Nie; Qi Qian 001; Nan Li 019; Hao Li 030 (ICCV, 2019)

Hybrid Item-Item Recommendation via Semi-Parametric Embedding. - Peng Hu; Rong Du; Yao Hu; Nan Li 019 (IJCAI, 2019)

A Practical Semi-Parametric Contextual Bandit. - Yi Peng; Miao Xie; Jiahao Liu; Xuying Meng; Nan Li 019; Cheng Yang; Tao Yao; Rong Jin 001 (IJCAI, 2019)

Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization Perspective. - Yifei Zhao; Yu-Hang Zhou; Mingdong Ou; Huan Xu; Nan Li 019 (KDD, 2020)

Learning Multiple Local Metrics: Global Consideration Helps. - Han-Jia Ye; De-Chuan Zhan; Nan Li 019; Yuan Jiang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)