Zhenhao Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Inquiry Learning

Heterogeneous Networks

Optimization Criterion

Top Venues

Qual. Reliab. Eng. Int.

Publications

Ting Bai, Xiaotong Wang, Zhenhao Zhang, Wei Song, Bin Wu, Jian-Yun Nie
GPR-OPT: A Practical Gaussian optimization criterion for implicit recommender systems. Inf. Process. Manag. 61 (1) (2024)
Shutong Ding, Ke Hu, Zhenhao Zhang, Kan Ren, Weinan Zhang, Jingyi Yu, Jingya Wang, Ye Shi
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization. CoRR (2024)
Xiaofei Zhou, Jingwan Tang, Hanjia Lyu, Xinyi Liu, Zhenhao Zhang, Lichen Qin, Fiona Au, Advait Sarkar, Zhen Bai
Creating an authoring tool for K-12 teachers to design ML-supported scientific inquiry learning. CHI Extended Abstracts (2024)
Jieyu Zheng, Haoliang Zhu, Yifan Dong, Zhenyu Song, Zhenhao Zhang, Yafang Yang, Yunlei Zhao
Faster Post-Quantum TLS 1.3 Based on ML-KEM: Implementation and Assessment. CoRR (2024)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin
NeuralHMM: A Deep Markov Network for Health Risk Prediction using Electronic Health Records. IJCNN (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes, Jun Shen
Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction. CoRR (2023)
Yuxi Liu, Zhenhao Zhang, Campbell Thompson, Richard Leibbrandt, Shaowen Qin, Antonio Jimeno-Yepes
Stacked Attention-based Networks for Accurate and Interpretable Health Risk Prediction. IJCNN (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes
Contrastive Learning-Based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling Using EHRs. ECML/PKDD (6) (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes
Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs. CoRR (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin
Deep Imputation-Prediction Networks for Health Risk Prediction using Electronic Health Records. IJCNN (2023)
Yuxi Liu, Shaowen Qin, Zhenhao Zhang, Wei Shao
Compound Density Networks for Risk Prediction using Electronic Health Records. BIBM (2022)
Zhenhao Zhang, Fan Feng, Jie Liu
Characterizing collaborative transcription regulation with a graph-based deep learning approach. PLoS Comput. Biol. 18 (6) (2022)
Yuxi Liu, Zhenhao Zhang, Antonio Jimeno-Yepes, Flora D. Salim
Modeling long-term dependencies and short-term correlations in patient journey data with temporal attention networks for health prediction. BCB (2022)
Yuxi Liu, Zhenhao Zhang, Antonio Jimeno-Yepes, Flora D. Salim
Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction. CoRR (2022)
Zhenhao Zhang, Gaoming Liang, Qinglei Niu, Fuming Wang, Jigong Chen, Bing Zhao, Lu Ke
A Wiener degradation process with drift-based approach of determining target reliability index of concrete structures. Qual. Reliab. Eng. Int. 38 (7) (2022)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin
Compound Density Networks for Risk Prediction using Electronic Health Records. CoRR (2022)
Zhenhao Zhang, Gaoming Liang, Qinglei Niu, Fuming Wang, Jigong Chen, Bing Zhao, Lu Ke
Cover Image, Volume 38, Issue 7. Qual. Reliab. Eng. Int. 38 (7) (2022)
Zhigang Li, Ziqiang Pang, Jinlong Qiu, Zhenhao Zhang, Xiaochuan Liu, Chunyu Bai, Yafeng Wang, Yazhou Guo
Quantification and statistical analysis on the cranial vault morphology for Chinese children 3-10 years old. Comput. Methods Programs Biomed. 215 (2022)
Yuxi Liu, Shaowen Qin, Antonio Jimeno-Yepes, Wei Shao, Zhenhao Zhang, Flora D. Salim
Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values. BIBM (2022)
Yuxi Liu, Shaowen Qin, Zhenhao Zhang
Epidemic Modeling of the Spatiotemporal Spread of COVID-19 over an Intercity Population Mobility Network. IEA/AIE (2022)
Yuxi Liu, Shaowen Qin, Antonio Jimeno-Yepes, Wei Shao, Zhenhao Zhang, Flora D. Salim
Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values. CoRR (2022)
Wei Sun, Zhenhao Zhang, Jie Huang
RobNet: real-time road-object 3D point cloud segmentation based on SqueezeNet and cyclic CRF. Soft Comput. 24 (8) (2020)
Zhenhao Zhang, Minhan Liu, Mingliao Zhou, Jigong Chen
Dynamic reliability analysis of nonlinear structures using a Duffing-system-based equivalent nonlinear system method. Int. J. Approx. Reason. 126 (2020)
Zhenhao Zhang, Hui Li
Automatic Differentiation Based Resource Allocation Algorithm for Heterogeneous Networks. WCSP (2019)