Exploring deep features from brain tumor magnetic resonance images via transfer learning. - Renhao Liu; Lawrence O. Hall; Dmitry B. Goldgof; Mu Zhou; Robert A. Gatenby; Kaoutar Ben Ahmed (IJCNN, 2016)

Fine-tuning convolutional deep features for MRI based brain tumor classification. - Kaoutar Ben Ahmed; Lawrence O. Hall; Dmitry B. Goldgof; Renhao Liu; Robert A. Gatenby (Computer-Aided Diagnosis, 2017)

Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction. - Renhao Liu; Lawrence O. Hall; Kevin W. Bowyer; Dmitry B. Goldgof; Robert A. Gatenby; Kaoutar Ben Ahmed (SMC, 2017)

Neuroimaging Based Survival Time Prediction of GBM Patients Using CNNs from Small Data. - Kaoutar Ben Ahmed; Lawrence O. Hall; Renhao Liu; Robert A. Gatenby; Dmitry B. Goldgof (SMC, 2019)

Predicting Longitudinal User Activity at Fine Time Granularity in Online Collaborative Platforms. - Renhao Liu; Frederick Mubang; Lawrence O. Hall; Sameera Horawalavithana; Adriana Iamnitchi; John Skvoretz (SMC, 2019)

Mentions of Security Vulnerabilities on Reddit, Twitter and GitHub. - Sameera Horawalavithana; Abhishek Bhattacharjee; Renhao Liu; Nazim Choudhury; Lawrence O. Hall; Adriana Iamnitchi (WI, 2019)

Simulating Temporal User Activity on Social Networks with Sequence to Sequence Neural Models. - Renhao Liu; Frederick Mubang; Lawrence O. Hall (SMC, 2020)

Deep Learning Predictive Modeling with Data Challenges (Small, Big, or Imbalanced). - Renhao Liu (2020)

Zero-Shot Learning of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements. - Renhao Liu; Yu Sun 022; Jiabei Zhu; Lei Tian 005; Ulugbek Kamilov (CoRR, 2021)

Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields. - Renhao Liu; Yu Sun 022; Jiabei Zhu; Lei Tian 005; Ulugbek S. Kamilov (Nat. Mac. Intell., 2022)

CamoNet: On-Device Neural Network Adaptation With Zero Interaction and Unlabeled Data for Diverse Edge Environments. - Zhengyuan Zhang; Dong Zhao 001; Renhao Liu; Kuo Tian; Yuxing Yao; Yuanchun Li; Huadong Ma (IEEE Trans. Mob. Comput., 2024)

State Ownership and Green Innovation: The Moderating Role of Digitalization. - Renhao Liu; Beifan Zhang; Tong He; Youqing Fan; Shuang Li (J. Glob. Inf. Manag., 2025)

ACL: Adaptive Edge-Cloud Collaborative Learning for Heterogeneous Devices With Unlabeled Local Data. - Zhengyuan Zhang; Dong Zhao 001; Renhao Liu; Yuxing Yao; Xiangyu Li; Huadong Ma (IEEE Trans. Mob. Comput., 2025)