Ruoqi Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Thematic Mapper

Policy Gradient

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
Heterogeneous treatment effect estimation with subpopulation identification for personalized medicine in opioid use disorder. CoRR (2024)
Ruoqi Liu, Lingfei Wu, Ping Zhang
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs. CoRR (2024)
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Lang Li, Ping Zhang
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification. CoRR (2024)
Ruoqi Liu, Lingfei Wu, Ping Zhang
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs. AAAI (2024)
Ruoqi Liu, Pin-Yu Chen, Ping Zhang
CURE: A deep learning framework pre-trained on large-scale patient data for treatment effect estimation. Patterns 5 (6) (2024)
Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. CoRR (2023)
Ruoqi Liu, Katherine M. Hunold, Jeffrey M. Caterino, Ping Zhang
Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis. Nat. Mac. Intell. 5 (4) (2023)
Chang Fan, Jilin Yang, Guosong Zhao, Junhu Dai, Mengyao Zhu, Jinwei Dong, Ruoqi Liu, Geli Zhang
Mapping Phenology of Complicated Wetland Landscapes through Harmonizing Landsat and Sentinel-2 Imagery. Remote. Sens. 15 (9) (2023)
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use Disorder. ICDM (2023)
Ruoqi Liu, Geli Zhang, Jinwei Dong, Yan Zhou, Nanshan You, Yingli He, Xiangming Xiao
Evaluating Effects of Medium-Resolution Optical Data Availability on Phenology-Based Rice Mapping in China. Remote. Sens. 14 (13) (2022)
Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes. CoRR (2022)
Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes. KDD (2022)
Tong Yang, Geli Zhang, Yuzhe Li, Jiangwen Fan, Danfeng Sun, Jie Wang, Yuanyuan Di, Nanshan You, Ruoqi Liu, Qiang Zhang, Russell B. Doughty
Satellite observed rapid green fodder expansion in northeastern Tibetan Plateau from 2010 to 2019. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Qianlong Wen, Ruoqi Liu, Ping Zhang
Clinical connectivity map for drug repurposing: using laboratory results to bridge drugs and diseases. BMC Medical Informatics Decis. Mak. 21 (8) (2021)
Yuanyuan Di, Geli Zhang, Nanshan You, Tong Yang, Qiang Zhang, Ruoqi Liu, Russell B. Doughty, Yangjian Zhang
Mapping Croplands in the Granary of the Tibetan Plateau Using All Available Landsat Imagery, A Phenology-Based Approach, and Google Earth Engine. Remote. Sens. 13 (12) (2021)
Ruoqi Liu, Lai Wei, Ping Zhang
A deep learning framework for drug repurposing via emulating clinical trials on real-world patient data. Nat. Mach. Intell. 3 (1) (2021)
Ruoqi Liu, Changchang Yin, Ping Zhang
Estimating Individual Treatment Effects with Time-Varying Confounders. ICDM (2020)
Changchang Yin, Ruoqi Liu, Dongdong Zhang, Ping Zhang
Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder. KDD (2020)
Ruoqi Liu, Lai Wei, Ping Zhang
When deep learning meets causal inference: a computational framework for drug repurposing from real-world data. CoRR (2020)
Ruoqi Liu, Xuanlin Liu, Sihua Wang, Changchuan Yin
Deep Deterministic Policy Gradient Based Computation Offloading in Wireless-Powered MEC Networks. GLOBECOM (Workshops) (2020)
Ruoqi Liu, Ping Zhang
Towards early detection of adverse drug reactions: combining pre-clinical drug structures and post-market safety reports. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Wen Zhang, Xiang Yue, Weiran Lin, Wenjian Wu, Ruoqi Liu, Feng Huang, Feng Liu
Predicting drug-disease associations by using similarity constrained matrix factorization. BMC Bioinform. 19 (1) (2018)