Lei Yu

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 13

Top Topics

Policy Gradient

Approximate Value Iteration

Reinforcement Learning

Top Venues

Auton. Agents Multi Agent Syst.

Publications

Md. Shohidul Islam, Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Dmitry Ponomarev, Lei Yu
Efficient Hardware Malware Detectors That are Resilient to Adversarial Evasion. IEEE Trans. Computers 71 (11) (2022)
Elliot Way, Dheeraj S. K. Kapilavai, Yiwei Fu, Lei Yu
Backpropagation through Time and Space: Learning Numerical Methods with Multi-Agent Reinforcement Learning. CoRR (2022)
Jiaying Che, Xiangrong Tong, Lei Yu
A dynamic bidirectional heuristic trust path search algorithm. CAAI Trans. Intell. Technol. 7 (3) (2022)
Daniel Townley, Khaled N. Khasawneh, Dmitry Ponomarev, Nael B. Abu-Ghazaleh, Lei Yu
LATCH: A Locality-Aware Taint CHecker. MICRO (2019)
Andrew Cohen, Lei Yu, Xingye Qiao, Xiangrong Tong
Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning. CoRR (2019)
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong
Diverse Exploration via Conjugate Policies for Policy Gradient Methods. AAAI (2019)
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong
Diverse Exploration via Conjugate Policies for Policy Gradient Methods. CoRR (2019)
Andrew Cohen, Lei Yu, Robert Wright
Diverse Exploration for Fast and Safe Policy Improvement. AAAI (2018)
Andrew Cohen, Lei Yu, Robert Wright
Diverse Exploration for Fast and Safe Policy Improvement. CoRR (2018)
Khaled N. Khasawneh, Nael B. Abu-Ghazaleh, Dmitry Ponomarev, Lei Yu
RHMD: evasion-resilient hardware malware detectors. MICRO (2017)
Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu
Improving Approximate Value Iteration with Complex Returns by Bounding. AAAI (2015)
Robert William Wright, Xingye Qiao, Lei Yu, Steven Loscalzo
CFQI: Fitted Q-Iteration with Complex Returns. AAMAS (2015)
Steven Loscalzo, Robert William Wright, Lei Yu
Predictive feature selection for genetic policy search. Auton. Agents Multi Agent Syst. 29 (5) (2015)
Robert William Wright, Steven Loscalzo, Philip Dexter, Lei Yu
Exploiting Multi-step Sample Trajectories for Approximate Value Iteration. ECML/PKDD (1) (2013)
Steven Loscalzo, Robert William Wright, Kevin Acunto, Lei Yu
Sample aware embedded feature selection for reinforcement learning. GECCO (2012)
Steven Loscalzo, Robert William Wright, Kevin Acunto, Lei Yu
Progressive Mining of Transition Dynamics for Autonomous Control. ICDM (2012)
Lei Yu, Yue Han, Michael E. Berens
Stable Gene Selection from Microarray Data via Sample Weighting. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (1) (2012)
Yue Han, Lei Yu
A variance reduction framework for stable feature selection. Stat. Anal. Data Min. 5 (5) (2012)
Robert William Wright, Steven Loscalzo, Lei Yu
Embedded Incremental Feature Selection for Reinforcement Learning. ICAART (1) (2011)
Yue Han, Lei Yu
Margin Based Sample Weighting for Stable Feature Selection. WAIM (2010)
Yue Han, Lei Yu
A Variance Reduction Framework for Stable Feature Selection. ICDM (2010)
Steven Loscalzo, Lei Yu, Chris H. Q. Ding
Consensus group stable feature selection. KDD (2009)
Liangcai Shu, Jinhui Wu, Lei Yu, Weiyi Meng
Kernel-Based Transductive Learning with Nearest Neighbors. APWeb/WAIM (2009)
Lei Yu
Feature cluster selection for high-throughput data analysis. Int. J. Data Min. Bioinform. 3 (2) (2009)
Gokhan Gulgezen, Zehra Cataltepe, Lei Yu
Stable and Accurate Feature Selection. ECML/PKDD (1) (2009)
Ryan Levering, Michal Cutler, Lei Yu
Using Visual Features for Fine-Grained Genre Classification of Web Pages. HICSS (2008)
Lei Yu, Chris H. Q. Ding, Steven Loscalzo
Stable feature selection via dense feature groups. KDD (2008)
Ryan Levering, Michal Cutler, Lei Yu
Visual features in genre classification of html. Hypertext (2007)
Kelvin Wu, Lei Yu, Michal Cutler
Towards Answering How do I Questions Using Classification. AINA Workshops (1) (2007)
Lei Yu, Hao Li
Feature Cluster Selection for High-Throughput Data Analysis. BIBM (2007)
Lei Yu, Hao Li
Toward optimal selection of feature clusters. ICMLA (2007)
Huan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman
Evolving Feature Selection. IEEE Intell. Syst. 20 (6) (2005)
Huan Liu, Lei Yu
Toward Integrating Feature Selection Algorithms for Classification and Clustering. IEEE Trans. Knowl. Data Eng. 17 (4) (2005)
Lei Yu, Huan Liu
Redundancy based feature selection for microarray data. KDD (2004)
Lei Yu, Huan Liu
Efficient Feature Selection via Analysis of Relevance and Redundancy. J. Mach. Learn. Res. 5 (2004)
Huan Liu, Hiroshi Motoda, Lei Yu
A selective sampling approach to active feature selection. Artif. Intell. 159 (1-2) (2004)
Lei Yu, Huan Liu
Efficiently handling feature redundancy in high-dimensional data. KDD (2003)
Huan Li, Hongjun Lu, Lei Yu
Active Sampling: An Effective Approach to Feature Selection. SDM (2003)
Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda
Active Feature Selection Using Classes. PAKDD (2003)
Lei Yu, Huan Liu
Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution. ICML (2003)
Huan Liu, Hiroshi Motoda, Lei Yu
Feature Selection with Selective Sampling. ICML (2002)