LL
Lihong Li
cs.LGcs.AIstat.MLcs.CLAlgorithmscs.CRcs.ROstat.APadaptive propagationBrain Edema
On Valency
published · living versionsW_auee87mc·v1 · currentpublished
W_2pxrcpkt·v1published
W_65rtkcyc·v1published
Preprints & journals
38 papers in the corpus · 2006–2025SFT Doesn't Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs2509.20758v3 · Jiacheng Lin, Zhongruo Wang, Kun Qian et al.2025 · 0 citationsarXiv
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning2505.16421v2 · Zhepei Wei, Wenlin Yao, Yao Liu et al.2025 · 4 citationsarXiv
A New Method for Extracting Refined Sketches of Ancient Murals.38610424 · Yu, Zhiji, Lyu, Shuqiang, Hou, Miaole et al.2024 · 7 citationsSensors (Basel, Switzerland). 2024;24(7)
Correction: Point-of-care testing for cerebral edema types based on symmetric cancellation near-field coupling phase shift and support vector machine.37848894 · Li, Mingyan, Zhu, Rui, Li, Gen et al.2023 · 0 citationsBiomedical engineering online. 2023;22(1):100
Point-of-care testing for cerebral edema types based on symmetric cancellation near-field coupling phase shift and support vector machine.37582824 · Li, Mingyan, Zhu, Rui, Li, Gen et al.2023 · 2 citationsBiomedical engineering online. 2023;22(1):80
Multi-View Stereo Vision Patchmatch Algorithm Based on Data Augmentation.36904934 · Pan, Feiyang, Wang, Pengtao, Wang, Lin et al.2023 · 6 citationsSensors (Basel, Switzerland). 2023;23(5)
Understanding Domain Randomization for Sim-to-real Transfer2110.03239v2 · Xiaoyu Chen, Jiachen Hu, Chi Jin et al.2021 · 49 citationsarXiv
A Map of Bandits for E-commerce2107.00680v1 · Yi Liu, Lihong Li2021 · 1 citationarXiv
Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL2008.13319v3 · Xiaoyu Chen, Jiachen Hu, Lihong Li et al.2020 · 5 citationsarXiv
Black-box Off-policy Estimation for Infinite-Horizon Reinforcement Learning2003.11126v1 · Ali Mousavi, Lihong Li, Qiang Liu et al.2020 · 14 citationsarXiv
Exploration of the correlation between GPCRs and drugs based on a learning to rank algorithm.32090901 · Ru, Xiaoqing, Wang, Lida, Li, Lihong et al.2021 · 30 citationsComputers in biology and medicine. 2020;119:103660
Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing2002.05229v1 · Ge Liu, Rui Wu, Heng-Tze Cheng et al.2020 · 1 citationarXiv
Policy Certificates: Towards Accountable Reinforcement Learning1811.03056v3 · Christoph Dann, Lihong Li, Wei Wei et al.2018 · 57 citationsarXiv
Adversarial Attacks on Stochastic Bandits1810.12188v1 · Kwang-Sung Jun, Lihong Li, Yuzhe Ma et al.2018 · 80 citationsarXiv
Neural Approaches to Conversational AI1809.08267v3 · Jianfeng Gao, Michel Galley, Lihong Li2018 · 560 citationsarXiv
Data Poisoning Attacks in Contextual Bandits1808.05760v2 · Yuzhe Ma, Kwang-Sung Jun, Lihong Li et al.2018 · 43 citationsarXiv
Scalable Bilinear Learning Using State and Action Features1804.10328v1 · Yichen Chen, Lihong Li, Mengdi Wang2018 · 25 citationsarXiv
Subgoal Discovery for Hierarchical Dialogue Policy Learning1804.07855v3 · Da Tang, Xiujun Li, Jianfeng Gao et al.2018 · 43 citationsarXiv
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning1704.03084v3 · Baolin Peng, Xiujun Li, Lihong Li et al.2017 · 169 citationsarXiv
Provably Optimal Algorithms for Generalized Linear Contextual Bandits1703.00048v2 · Lihong Li, Yu Lu, Dengyong Zhou2017 · 141 citationsarXiv
A User Simulator for Task-Completion Dialogues1612.05688v3 · Xiujun Li, Zachary C. Lipton, Bhuwan Dhingra et al.2016 · 126 citationsarXiv
Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear1611.01211v8 · Zachary C. Lipton, Kamyar Azizzadenesheli, Abhishek Kumar et al.2016 · 47 citationsarXiv
An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives1506.03374v2 · Shipra Agrawal, Nikhil R. Devanur, Lihong Li2015 · 46 citationsarXiv
On the Prior Sensitivity of Thompson Sampling1506.03378v2 · Che-Yu Liu, Lihong Li2015 · 19 citationsarXiv
The Online Coupon-Collector Problem and Its Application to Lifelong Reinforcement Learning1506.03379v2 · Emma Brunskill, Lihong Li2015 · 2 citationsarXiv
Doubly Robust Policy Evaluation and Optimization1503.02834v1 · Miroslav Dud'ik, Dumitru Erhan, John Langford et al.2015 · 210 citationsStatistical Science 2014, Vol. 29, No. 4, 485-511
On Minimax Optimal Offline Policy Evaluation1409.3653v1 · Lihong Li, Remi Munos, Csaba Szepesvari2014 · 11 citationsarXiv
Counterfactual Estimation and Optimization of Click Metrics for Search Engines1403.1891v2 · Lihong Li, Shunbao Chen, Jim Kleban et al.2014 · 15 citationsarXiv
Efficient Online Bootstrapping for Large Scale Learning1312.5021v1 · Zhen Qin, Vaclav Petricek, Nikos Karampatziakis et al.2013 · 7 citationsarXiv
Generalized Thompson Sampling for Contextual Bandits1310.7163v1 · Lihong Li2013 · 15 citationsarXiv
Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits1210.4862v1 · Miroslav Dudik, Dumitru Erhan, John Langford et al.2012 · 18 citationsarXiv
CORL: A Continuous-state Offset-dynamics Reinforcement Learner1206.3231v1 · Emma Brunskill, Bethany Leffler, Lihong Li et al.2012 · 24 citationsarXiv
Doubly Robust Policy Evaluation and Learning1103.4601v2 · Miroslav Dudik, John Langford, Lihong Li2011 · 383 citationsarXivon Valency
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms1003.5956v2 · Lihong Li, Wei Chu, John Langford et al.2010 · 448 citationsarXivon Valency
A Contextual-Bandit Approach to Personalized News Article Recommendation1003.0146v2 · Lihong Li, Wei Chu, John Langford et al.2010 · 2,559 citationsPresented at the Nineteenth International Conference on World Wide Web (WWW 2010), Raleigh, NC, USA, 2010on Valency
Learning from Logged Implicit Exploration Data1003.0120v2 · Alex Strehl, John Langford, Sham Kakade et al.2010 · 154 citationsarXivon Valency
Sparse Online Learning via Truncated Gradient0806.4686v2 · John Langford, Lihong Li, Tong Zhang2008 · 393 citationsarXiv
An improved electronic colon cleansing method for detection of colonic polyps by virtual colonoscopy.16916098 · Wang, Zigang, Liang, Zhengrong, Li, Xiang et al.2006 · 65 citationsIEEE transactions on bio-medical engineering. 2006;53(8):1635-46
Career total: 136 works. 38 are in this corpus.
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