A New AQM Algorithm for Enhancing Internet Capability Against Unresponsive Flows. - Liyuan Zhao; Keqin Liu; Jun Zheng (CIS (2), 2005)

Research on Predictive Dialing System Based on Distributed Call Center. - Linhai Qi; Suxia Ma; Keqin Liu (SERA, 2006)

Low-Complexity Approaches to Spectrum Opportunity Tracking. - Qing Zhao 001; Bhaskar Krishnamachari; Keqin Liu (CrownCom, 2007)

On Myopic Sensing for Multi-Channel Opportunistic Access - Qing Zhao 001; Bhaskar Krishnamachari; Keqin Liu (CoRR, 2007)

Channel probing for opportunistic access with multi-channel sensing. - Keqin Liu; Qing Zhao 001 (ACSCC, 2008)

Link throughput of multi-channel opportunistic access with limited sensing. - Keqin Liu; Qing Zhao 001 (ICASSP, 2008)

A Restless Bandit Formulation of Multi-channel Opportunistic Access: Indexablity and Index Policy - Keqin Liu; Qing Zhao 001 (CoRR, 2008)

On myopic sensing for multi-channel opportunistic access: structure, optimality, and performance. - Qing Zhao 001; Bhaskar Krishnamachari; Keqin Liu (IEEE Trans. Wirel. Commun., 2008)

On the myopic policy for a class of restless bandit problems with applications in dynamic multichannel access. - Keqin Liu; Qing Zhao 001 (CDC, 2009)

Opportunistic Spectrum Access in Self-Similar Primary Traffic. - Xiangyang Xiao; Keqin Liu; Qing Zhao 001 (EURASIP J. Adv. Signal Process., 2009)

Decentralized multi-armed bandit with imperfect observations. - Keqin Liu; Qing Zhao 001; Bhaskar Krishnamachari (Allerton, 2010)

Distributed learning in cognitive radio networks: Multi-armed bandit with distributed multiple players. - Keqin Liu; Qing Zhao 001 (ICASSP, 2010)

Decentralized multi-armed bandit with multiple distributed players. - Keqin Liu; Qing Zhao 001 (ITA, 2010)

Learning in A Changing World: Non-Bayesian Restless Multi-Armed Bandit - Haoyang Liu; Keqin Liu; Qing Zhao 001 (CoRR, 2010)

Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access. - Keqin Liu; Qing Zhao 001 (IEEE Trans. Inf. Theory, 2010)

Distributed learning in multi-armed bandit with multiple players. - Keqin Liu; Qing Zhao 001 (IEEE Trans. Signal Process., 2010)

Dynamic multichannel access with imperfect channel state detection. - Keqin Liu; Qing Zhao 001; Bhaskar Krishnamachari (IEEE Trans. Signal Process., 2010)

Multi-armed bandit problems with heavy-tailed reward distributions. - Keqin Liu; Qing Zhao 001 (Allerton, 2011)

Indexability and whittle index for restless bandit problems involving reset processes. - Keqin Liu; Richard Weber 003; Qing Zhao 001 (CDC/ECC, 2011)

Logarithmic weak regret of non-Bayesian restless multi-armed bandit. - Haoyang Liu; Keqin Liu; Qing Zhao 001 (ICASSP, 2011)

Multi-Channel Opportunistic Access Based on Primary ARQ Messages Overhearing. - Fabio E. Lapiccirella; Keqin Liu; Zhi Ding 001 (ICC, 2011)

Learning and sharing in a changing world: Non-Bayesian restless bandit with multiple players. - Haoyang Liu; Keqin Liu; Qing Zhao 001 (ITA, 2011)

Decentralized Restless Bandit with Multiple Players and Unknown Dynamics - Haoyang Liu; Keqin Liu; Qing Zhao 001 (CoRR, 2011)

Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems - Keqin Liu; Qing Zhao 001 (CoRR, 2011)

Extended UCB Policy for Multi-Armed Bandit with Light-Tailed Reward Distributions - Keqin Liu; Qing Zhao 001 (CoRR, 2011)

Dynamic intrusion detection in resource-constrained cyber networks. - Keqin Liu; Qing Zhao 001 (ISIT, 2012)

Online learning for stochastic linear optimization problems. - Keqin Liu; Qing Zhao 001 (ITA, 2012)

Adaptive shortest-path routing under unknown and stochastically varying link states. - Keqin Liu; Qing Zhao 001 (WiOpt, 2012)

Identifying dysregulated pathways in cancers from pathway interaction networks. - Keqin Liu; Zhi-Ping Liu; Jin-Kao Hao; Luonan Chen; Xing-Ming Zhao (BMC Bioinform., 2012)

Distributed Flow Scheduling in Unknown Environment - Yaoqing Yang; Keqin Liu; Qing Zhao 001 (CoRR, 2012)

Opportunistic spectrum access in unslotted primary systems. - Pouya Tehrani; Keqin Liu; Qing Zhao 001 (J. Frankl. Inst., 2012)

Cooperative Game in Dynamic Spectrum Access with Unknown Model and Imperfect Sensing. - Keqin Liu; Qing Zhao 001 (IEEE Trans. Wirel. Commun., 2012)

Dynamic probing for intrusion detection under resource constraints. - Keqin Liu; Qing Zhao 001; Ananthram Swami (ICC, 2013)

Distributed flow scheduling in an unknown environment. - Yaoqing Yang; Keqin Liu; Pingyi Fan (WiOpt, 2013)

NARROMI: a noise and redundancy reduction technique improves accuracy of gene regulatory network inference. - Xiujun Zhang; Keqin Liu; Zhi-Ping Liu; Béatrice Duval; Jean-Michel Richer; Xing-Ming Zhao; Jin-Kao Hao; Luonan Chen (Bioinform., 2013)

Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems. - Sattar Vakili; Keqin Liu; Qing Zhao 001 (IEEE J. Sel. Top. Signal Process., 2013)

Learning in a Changing World: Restless Multiarmed Bandit With Unknown Dynamics. - Haoyang Liu; Keqin Liu; Qing Zhao 001 (IEEE Trans. Inf. Theory, 2013)

Identifying cancer-related microRNAs based on gene expression data. - Xing-Ming Zhao; Keqin Liu; Guanghui Zhu; Feng He 004; Béatrice Duval; Jean-Michel Richer; De-Shuang Huang; Changjun Jiang; Jin-Kao Hao; Luonan Chen (Bioinform., 2015)

Pseudo progression identification of glioblastoma with dictionary learning. - Jian Zhang; Hengyong Yu; Xiaohua Qian; Keqin Liu; Hua Tan; Tielin Yang; Maode Wang; King Chuen Li; Michael D. Chan; Waldemar Debinski; Anna Paulsson; Ge Wang 001; et al. (Comput. Biol. Medicine, 2016)

Annotating function to differentially expressed LincRNAs in myelodysplastic syndrome using a network-based method. - Keqin Liu; Dominik Beck; Julie A. I. Thoms; Liang Liu; Weiling Zhao; John E. Pimanda; Xiaobo Zhou 001 (Bioinform., 2017)

Mutation status coupled with RNA-sequencing data can efficiently identify important non-significantly mutated genes serving as diagnostic biomarkers of endometrial cancer. - Keqin Liu; Li He; Zhichao Liu; Junmei Xu; Yuan Liu; Qifan Kuang; Zhining Wen; Menglong Li (BMC Bioinform., 2017)

Bipartite network analysis reveals metabolic gene expression profiles that are highly associated with the clinical outcomes of acute myeloid leukemia. - Fanfan Xie; Mingxiong He; Li He; Keqin Liu; Menglong Li; Guoquan Hu; Zhining Wen (Comput. Biol. Chem., 2017)

Femtocell Scheduling as a Restless Multiarmed Bandit Problem Using Partial Channel State Observation. - Hesham M. Elmaghraby; Keqin Liu; Zhi Ding 001 (ICC, 2018)

Graded Automatic Differentiation. - Keqin Liu (CoRR, 2020)

Whittle Index for A Class of Restless Bandits with Imperfect Observations. - Keqin Liu; Ting Wu (CoRR, 2021)

A Data Analysis Study on Human Liver Blood Circulation. - Ting Wu; Keqin Liu; Emily Fainman; Ying Wang (CoRR, 2021)

fNIRS Monitoring During Mechanical Thrombectomy for Outcomes Prediction. - Yun-Hsuan Chen; Keqin Liu; Xin Gu; Zheng Zhang; Congguo Yin; Mohamad Sawan (ICBEA, 2023)

Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training. - Yefan Zhou; Tianyu Pang; Keqin Liu; Charles H. Martin; Michael W. Mahoney; Yaoqing Yang (NeurIPS, 2023)

PCL-Indexability and Whittle Index for Restless Bandits with General Observation Models. - Keqin Liu; Chengzhong Zhang (CoRR, 2023)

Neuromorphic Artificial Vision Systems Based on Reconfigurable Ion-Modulated Memtransistors. - Zhen Yang; Teng Zhang; Keqin Liu; Bingjie Dang; Liying Xu; Yuchao Yang 001; Ru Huang 001 (Adv. Intell. Syst., 2023)

Tuning the ferroelectricity of Hf0.5Zr0.5O2 with alloy electrodes. - Keqin Liu; Bingjie Dang; Zhiyu Yang; Teng Zhang; Zhen Yang; Jinxuan Bai; Zelun Pan; Ru Huang 001; Yuchao Yang 001 (Sci. China Inf. Sci., 2024)

Low-complexity algorithm for restless bandits with imperfect observations. - Keqin Liu; Richard Weber 003; Chengzhong Zhang (Math. Methods Oper. Res., 2024)