Feature Selection with Selective Sampling. - Huan Liu 001; Hiroshi Motoda; Lei Yu 001 (ICML, 2002)

Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution. - Lei Yu 001; Huan Liu 001 (ICML, 2003)

Efficiently handling feature redundancy in high-dimensional data. - Lei Yu 001; Huan Liu 001 (KDD, 2003)

Active Feature Selection Using Classes. - Huan Liu 001; Lei Yu 001; Manoranjan Dash; Hiroshi Motoda (PAKDD, 2003)

Active Sampling: An Effective Approach to Feature Selection. - Huan Li; Hongjun Lu; Lei Yu 001 (SDM, 2003)

Redundancy based feature selection for microarray data. - Lei Yu 001; Huan Liu 001 (KDD, 2004)

A selective sampling approach to active feature selection. - Huan Liu 001; Hiroshi Motoda; Lei Yu 001 (Artif. Intell., 2004)

Efficient Feature Selection via Analysis of Relevance and Redundancy. - Lei Yu 001; Huan Liu 001 (J. Mach. Learn. Res., 2004)

Evolving Feature Selection. - Huan Liu 001; 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 002; Lei Yu 001; et al. (IEEE Intell. Syst., 2005)

Toward Integrating Feature Selection Algorithms for Classification and Clustering. - Huan Liu 001; Lei Yu 001 (IEEE Trans. Knowl. Data Eng., 2005)

Towards Answering How do I Questions Using Classification. - Kelvin Wu; Lei Yu 001; Michal Cutler (AINA Workshops (1), 2007)

Feature Cluster Selection for High-Throughput Data Analysis. - Lei Yu 001; Hao Li (BIBM, 2007)

Visual features in genre classification of html. - Ryan Levering; Michal Cutler; Lei Yu 001 (Hypertext, 2007)

Toward optimal selection of feature clusters. - Lei Yu 001; Hao Li (ICMLA, 2007)

Using Visual Features for Fine-Grained Genre Classification of Web Pages. - Ryan Levering; Michal Cutler; Lei Yu 001 (HICSS, 2008)

Stable feature selection via dense feature groups. - Lei Yu 001; Chris H. Q. Ding; Steven Loscalzo (KDD, 2008)

Consensus group stable feature selection. - Steven Loscalzo; Lei Yu 001; Chris H. Q. Ding (KDD, 2009)

Stable and Accurate Feature Selection. - Gokhan Gulgezen; Zehra Cataltepe; Lei Yu 001 (ECML/PKDD (1), 2009)

Kernel-Based Transductive Learning with Nearest Neighbors. - Liangcai Shu; Jinhui Wu; Lei Yu 001; Weiyi Meng (APWeb/WAIM, 2009)

Feature cluster selection for high-throughput data analysis. - Lei Yu 001 (Int. J. Data Min. Bioinform., 2009)

Margin Based Sample Weighting for Stable Feature Selection. - Yue Han; Lei Yu 001 (WAIM, 2010)

Embedded Incremental Feature Selection for Reinforcement Learning. - Robert William Wright; Steven Loscalzo; Lei Yu 001 (ICAART (1), 2011)

Sample aware embedded feature selection for reinforcement learning. - Steven Loscalzo; Robert William Wright; Kevin Acunto; Lei Yu 001 (GECCO, 2012)

Progressive Mining of Transition Dynamics for Autonomous Control. - Steven Loscalzo; Robert William Wright; Kevin Acunto; Lei Yu 001 (ICDM, 2012)

A variance reduction framework for stable feature selection. - Yue Han; Lei Yu 001 (Stat. Anal. Data Min., 2012)

Stable Gene Selection from Microarray Data via Sample Weighting. - Lei Yu 001; Yue Han; Michael E. Berens (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Exploiting Multi-step Sample Trajectories for Approximate Value Iteration. - Robert William Wright; Steven Loscalzo; Philip Dexter; Lei Yu 001 (ECML/PKDD (1), 2013)

Improving Approximate Value Iteration with Complex Returns by Bounding. - Robert William Wright; Xingye Qiao; Steven Loscalzo; Lei Yu 001 (AAAI, 2015)

CFQI: Fitted Q-Iteration with Complex Returns. - Robert William Wright; Xingye Qiao; Lei Yu 001; Steven Loscalzo (AAMAS, 2015)

Predictive feature selection for genetic policy search. - Steven Loscalzo; Robert William Wright; Lei Yu 001 (Auton. Agents Multi Agent Syst., 2015)

RHMD: evasion-resilient hardware malware detectors. - Khaled N. Khasawneh; Nael B. Abu-Ghazaleh; Dmitry Ponomarev 001; Lei Yu 001 (MICRO, 2017)

Diverse Exploration for Fast and Safe Policy Improvement. - Andrew Cohen; Lei Yu 001; Robert Wright (AAAI, 2018)

Diverse Exploration via Conjugate Policies for Policy Gradient Methods. - Andrew Cohen; Xingye Qiao; Lei Yu 001; Elliot Way; Xiangrong Tong (AAAI, 2019)

LATCH: A Locality-Aware Taint CHecker. - Daniel Townley; Khaled N. Khasawneh; Dmitry Ponomarev 001; Nael B. Abu-Ghazaleh; Lei Yu 001 (MICRO, 2019)

Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning. - Andrew Cohen; Lei Yu 001; Xingye Qiao; Xiangrong Tong (CoRR, 2019)

Personalized project recommendations: using reinforcement learning. - Faxin Qi; Xiangrong Tong; Lei Yu 001; Yingjie Wang 002 (EURASIP J. Wirel. Commun. Netw., 2019)

A dynamic bidirectional heuristic trust path search algorithm. - Jiaying Che; Xiangrong Tong; Lei Yu 001 (CAAI Trans. Intell. Technol., 2022)

Backpropagation through Time and Space: Learning Numerical Methods with Multi-Agent Reinforcement Learning. - Elliot Way; Dheeraj S. K. Kapilavai; Yiwei Fu; Lei Yu 001 (CoRR, 2022)

Efficient Hardware Malware Detectors That are Resilient to Adversarial Evasion. - Md. Shohidul Islam; Khaled N. Khasawneh; Nael B. Abu-Ghazaleh; Dmitry Ponomarev 001; Lei Yu 001 (IEEE Trans. Computers, 2022)

Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations. - Lei Yu 001; Meng Cao 003; Jackie C. K. Cheung; Yue Dong 002 (EMNLP (Findings), 2024)

Mechanisms of non-factual hallucinations in language models. - Lei Yu 001; Meng Cao 003; Jackie Chi Kit Cheung; Yue Dong 002 (CoRR, 2024)

Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots. - Erfan Shayegani; G. M. Shahariar; Sara Abdali; Lei Yu 001; Nael B. Abu-Ghazaleh; Yue Dong 002 (CoRR, 2025)