LL
Lihong Li
cs.LGstat.MLcs.AIcs.CLAlgorithmsTomography, X-Ray Computeddeep learningImage Processing, Computer-AssistedCholangiopancreatography, Magnetic Resonancecs.SY
On Valency
published · living versionsW_6u2h4duj·v1 · currentpublished
Contextual Bandit Algorithms with Supervised Learning Guarantees
with Alina Beygelzimer, John Langford, Lev Reyzin, Robert E. Schapire
1 version
Preprints & journals
61 papers in the corpus · 1997–2026Diagnostic value of MRI/MRCP direct and indirect signs for identifying biliary etiology in first-episode acute pancreatitis: A two-center external validation study.42731504 · Zhang, Yang, Li, Yuchun, Li, Lihong et al.2026 · 0 citationsEuropean journal of radiology. 2026;205:113225
Deep Learning for Differentiating Benign From Malignant Bile Duct Dilation on MRCP: Development and Prospective Evaluation of an Xception-Logistic Regression Ensemble Model.41348562 · Liu, Jiong, Li, Lihong, Zhang, Jing et al.2026 · 1 citationJournal of magnetic resonance imaging : JMRI. 2026;63(4):1011-1022
A review of the scope of non-suicidal self-injury behavior in adolescents with depressive disorders: an analysis of related influencing factors.41034762 · Ling, Yijing, Gu, Yujia, Solomon, O Mensah et al.2025 · 11 citationsBMC psychiatry. 2025;25(1):913
Leveraging prior knowledge in machine intelligence to improve lesion diagnosis for early cancer detection.40268724 · Liang, Zhengrong J, Chang, Shaojie, Gao, Yongfeng et al.2025 · 1 citationMedical physics. 2025;52(7):e17841
Investigation of local stimulation effects of embedding PGLA at Zusanli (ST36) acupoint in rats based on TRPV2 and TRPV4 ion channels.39445077 · Hou, Xunrui, Liang, Xin, Lu, Yuwei et al.2024 · 6 citationsFrontiers in neuroscience. 2024;18:1469142
Examining feature extraction and classification modules in machine learning for diagnosis of low-dose computed tomographic screening-detected in vivo lesions.38993628 · Liang, Daniel D, Liang, David D, Pomeroy, Marc J et al.2026 · 1 citationJournal of medical imaging (Bellingham, Wash.). 2024;11(4):044501
MESOB: Balancing Equilibria & Social Optimality2307.07911v1 · Xin Guo, Lihong Li, Sareh Nabi et al.2023 · 1 citationarXiv
A Joint-Parameter Estimation and Bayesian Reconstruction Approach to Low-Dose CT.36772417 · Gao, Yongfeng, Lu, Siming, Shi, Yongyi et al.2023 · 4 citationsSensors (Basel, Switzerland). 2023;23(3)
Offline Policy Optimization in RL with Variance Regularizaton2212.14405v1 · Riashat Islam, Samarth Sinha, Homanga Bharadhwaj et al.2022 · 0 citationsarXiv
A Reinforcement Learning Approach to Estimating Long-term Treatment Effects2210.07536v1 · Ziyang Tang, Yiheng Duan, Stephanie Zhang et al.2022 · 0 citationsarXiv
Texture-aware dual domain mapping model for low-dose CT reconstruction.35297051 · Wang, Huafeng, Zhao, Xuemei, Liu, Wanquan et al.2022 · 11 citationsMedical physics. 2022;49(6):3860-3873
LGAN: Lung segmentation in CT scans using generative adversarial network.33278767 · Tan, Jiaxing, Jing, Longlong, Huo, Yumei et al.2021 · 89 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2021;87:101817
Neural Thompson Sampling2010.00827v2 · Weitong Zhang, Dongruo Zhou, Lihong Li et al.2020 · 40 citationsarXiv
Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders2007.13893v1 · Andrew Bennett, Nathan Kallus, Lihong Li et al.2020 · 14 citationsarXiv
Off-Policy Evaluation via the Regularized Lagrangian2007.03438v2 · Mengjiao Yang, Ofir Nachum, Bo Dai et al.2020 · 35 citationsarXiv
Fully-automatic segmentation of coronary artery using growing algorithm.32925164 · Cui, Jiali, Guo, Hua, Wang, Huafeng et al.2021 · 11 citationsJournal of X-ray science and technology. 2020;28(6):1171-1186
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography.31899419 · Tan, Jiaxing, Gao, Yongfeng, Liang, Zhengrong et al.2021 · 119 citationsIEEE transactions on medical imaging. 2020;39(6):2013-2024
The feasibility of NaGdF4 nanoparticles as an x-ray fluorescence computed tomography imaging probe for the liver and lungs.31742714 · Zhang, Wenli, Zhang, Siyuan, Gao, Peng et al.2020 · 6 citationsMedical physics. 2020;47(2):662-671
Improved computer-aided detection of pulmonary nodules via deep learning in the sinogram domain.32240409 · Gao, Yongfeng, Tan, Jiaxing, Liang, Zhengrong et al.2021 · 10 citationsVisual computing for industry, biomedicine, and art. 2019;2(1):15
Neural Contextual Bandits with UCB-based Exploration1911.04462v3 · Dongruo Zhou, Lihong Li, Quanquan Gu2019 · 78 citationsarXiv
Randomized Exploration in Generalized Linear Bandits1906.08947v3 · Branislav Kveton, Manzil Zaheer, Csaba Szepesvari et al.2019 · 18 citationsarXiv
A Kernel Loss for Solving the Bellman Equation1905.10506v3 · Yihao Feng, Lihong Li, Qiang Liu2019 · 27 citationsarXiv
Neural Logic Machines1904.11694v1 · Honghua Dong, Jiayuan Mao, Tian Lin et al.2019 · 123 citationsarXiv
Expert knowledge-infused deep learning for automatic lung nodule detection.30452432 · Tan, Jiaxing, Huo, Yumei, Liang, Zhengrong et al.2020 · 45 citationsJournal of X-ray science and technology. 2019;27(1):17-35
Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph.30346295 · Ren, Xuhua, Li, Tingting, Yang, Xiujun et al.2020 · 134 citationsIEEE journal of biomedical and health informatics. 2019;23(5):2030-2038
Boosting the Actor with Dual Critic1712.10282v1 · Bo Dai, Albert Shaw, Niao He et al.2017 · 26 citationsarXiv
SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation1712.10285v4 · Bo Dai, Albert Shaw, Lihong Li et al.2017 · 142 citationsarXiv
Decreased Triple Network Connectivity in Patients with Recent Onset Post-Traumatic Stress Disorder after a Single Prolonged Trauma Exposure.28974724 · Liu, Yang, Li, Liang, Li, Baojuan et al.2019 · 45 citationsScientific reports. 2017;7(1):12625
Relationship between Glioblastoma Heterogeneity and Survival Time: An MR Imaging Texture Analysis.28663266 · Liu, Y, Xu, X, Yin, L et al.2018 · 99 citationsAJNR. American journal of neuroradiology. 2017;38(9):1695-1701
Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems1703.07055v1 · Xiujun Li, Yun-Nung Chen, Lihong Li et al.2017 · 22 citationsarXiv
End-to-End Task-Completion Neural Dialogue Systems1703.01008v4 · Xiujun Li, Yun-Nung Chen, Lihong Li et al.2017 · 259 citationsarXiv
Scaffolding Networks: Incremental Learning and Teaching Through Questioning1702.08653v2 · Asli Celikyilmaz, Li Deng, Lihong Li et al.2017 · 0 citationsarXiv
Neuro-Symbolic Program Synthesis1611.01855v1 · Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh et al.2016 · 163 citationsarXiv
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access1609.00777v3 · Bhuwan Dhingra, Lihong Li, Xiujun Li et al.2016 · 286 citationsarXiv
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems1608.05081v4 · Zachary C. Lipton, Xiujun Li, Jianfeng Gao et al.2016 · 138 citationsarXiv
Deep Reinforcement Learning with a Natural Language Action Space1511.04636v5 · Ji He, Jianshu Chen, Xiaodong He et al.2015 · 183 citationsarXiv
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning1511.03722v3 · Nan Jiang, Lihong Li2015 · 303 citationsarXiv
Recurrent Reinforcement Learning: A Hybrid Approach1509.03044v2 · Xiujun Li, Lihong Li, Jianfeng Gao et al.2015 · 45 citationsarXiv
An adaptive paradigm for computer-aided detection of colonic polyps.26348125 · Wang, Huafeng, Liang, Zhengrong, Li, Lihong C et al.2016 · 19 citationsPhysics in medicine and biology. 2015;60(18):7207-28
α-Information-Based Registration of Dynamic Scans for Magnetic Resonance Cystography.26087506 · Han, Hao, Lin, Qin, Li, Lihong et al.2017 · 0 citationsIEEE journal of biomedical and health informatics. 2016;20(4):1160-70
Texture feature analysis for computer-aided diagnosis on pulmonary nodules.25117512 · Han, Fangfang, Wang, Huafeng, Zhang, Guopeng et al.2015 · 266 citationsJournal of digital imaging. 2015;28(1):99-115
Fast and adaptive detection of pulmonary nodules in thoracic CT images using a hierarchical vector quantization scheme.25486657 · Han, Hao, Li, Lihong, Han, Fangfang et al.2016 · 110 citationsIEEE journal of biomedical and health informatics. 2015;19(2):648-59
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits1402.0555v2 · Alekh Agarwal, Daniel Hsu, Satyen Kale et al.2014 · 286 citationsarXivon Valency
Integration of 3D scale-based pseudo-enhancement correction and partial volume image segmentation for improving electronic colon cleansing in CT colonograpy.24699352 · Zhang, Hao, Li, Lihong, Zhu, Hongbin et al.2015 · 11 citationsJournal of X-ray science and technology. 2014;22(2):271-83
A Novel Colon Wall Flattening Model for Computed Tomographic Colonography: Method and Validation.25642397 · Wang, Huafeng, Chen, Yuexi, Li, Lihong et al.2020 · 1 citationComputer methods in biomechanics and biomedical engineering. Imaging & visualization. 2014;13:1-14
Sample Complexity of Multi-task Reinforcement Learning1309.6821v1 · Emma Brunskill, Lihong Li2013 · 69 citationsarXiv
A unified EM approach to bladder wall segmentation with coupled level-set constraints.24001932 · Han, Hao, Li, Lihong, Duan, Chaijie et al.2014 · 28 citationsMedical image analysis. 2013;17(8):1192-205
Incremental Model-based Learners With Formal Learning-Time Guarantees1206.6870v1 · Alexander L. Strehl, Lihong Li, Michael L. Littman2012 · 46 citationsarXiv
A Bayesian Sampling Approach to Exploration in Reinforcement Learning1205.2664v1 · John Asmuth, Lihong Li, Michael L. Littman et al.2012 · 145 citationsarXiv
[A case of coloboma of optic nerve in newborn].21624292 · Li, Li-hong, Li, Na, Zhu, Jing-qiu2012 · 0 citationsZhonghua er ke za zhi = Chinese journal of pediatrics. 2011;49(5):380
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