Xiao-Hua Zhou

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 24

Top Topics

Variational Bayes

Compound Critiques

Top Venues

Comput. Stat. Data Anal.

Publications

Taojun Hu, Xiao-Hua Zhou
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions. CoRR (2024)
Wei Pang, Chuan Zhou, Xiao-Hua Zhou, Xiaojie Wang
Phased Instruction Fine-Tuning for Large Language Models. CoRR (2024)
Yao-Hui Li, Feng Zhang, Qiang Hua, Xiao-Hua Zhou
Integrating human learning and reinforcement learning: A novel approach to agent training. Knowl. Based Syst. 294 (2024)
Haoxuan Li, Chunyuan Zheng, Wenjie Wang, Hao Wang, Fuli Feng, Xiao-Hua Zhou
Debiased Recommendation with Noisy Feedback. CoRR (2024)
Wei Pang, Chuan Zhou, Xiao-Hua Zhou, Xiaojie Wang
Phased Instruction Fine-Tuning for Large Language Models. ACL (Findings) (2024)
Haoxuan Li, Chunyuan Zheng, Wenjie Wang, Hao Wang, Fuli Feng, Xiao-Hua Zhou
Debiased Recommendation with Noisy Feedback. KDD (2024)
Chong You, John T. Ormerod, Xiangyang Li, Cheng Heng Pang, Xiao-Hua Zhou
An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression. J. Comput. Graph. Stat. 32 (3) (2023)
Haoxuan Li, Taojun Hu, Zetong Xiong, Chunyuan Zheng, Fuli Feng, Xiangnan He, Xiao-Hua Zhou
ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. RecSys (2023)
Haoxuan Li, Taojun Hu, Zetong Xiong, Chunyuan Zheng, Fuli Feng, Xiangnan He, Xiao-Hua Zhou
ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. CoRR (2023)
Haoxuan Li, Quanyu Dai, Yuru Li, Yan Lyu, Zhenhua Dong, Xiao-Hua Zhou, Peng Wu
Multiple Robust Learning for Recommendation. AAAI (2023)
Peng Wu, Haoxuan Li, Yuhao Deng, Wenjie Hu, Quanyu Dai, Zhenhua Dong, Jie Sun, Rui Zhang, Xiao-Hua Zhou
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges. IJCAI (2022)
Quanyu Dai, Haoxuan Li, Peng Wu, Zhenhua Dong, Xiao-Hua Zhou, Rui Zhang, Rui Zhang, Jie Sun
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction. CoRR (2022)
Quanyu Dai, Haoxuan Li, Peng Wu, Zhenhua Dong, Xiao-Hua Zhou, Rui Zhang, Rui Zhang, Jie Sun
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction. KDD (2022)
Yan Lyu, Sunhao Dai, Peng Wu, Quanyu Dai, Yuhao Deng, Wenjie Hu, Zhenhua Dong, Jun Xu, Shengyu Zhu, Xiao-Hua Zhou
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems. CoRR (2022)
Peng Wu, Haoxuan Li, Yuhao Deng, Wenjie Hu, Quanyu Dai, Zhenhua Dong, Jie Sun, Rui Zhang, Xiao-Hua Zhou
Causal Analysis Framework for Recommendation. CoRR (2022)
Nan Ke, Tong Lin, Zhouchen Lin, Xiao-Hua Zhou, Taoyun Ji
Convolutional Transformer Networks for Epileptic Seizure Detection. CIKM (2022)
Peng Wu, Haoxuan Li, Yan Lyu, Xiao-Hua Zhou
Doubly Robust Collaborative Targeted Learning for Recommendation on Data Missing Not at Random. CoRR (2022)
Haoxuan Li, Chunyuan Zheng, Xiao-Hua Zhou, Peng Wu
Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random. CoRR (2022)
Mengqi Miao, Fandong Meng, Yijin Liu, Xiao-Hua Zhou, Jie Zhou
Prevent the Language Model from being Overconfident in Neural Machine Translation. CoRR (2021)
Mengqi Miao, Fandong Meng, Yijin Liu, Xiao-Hua Zhou, Jie Zhou
Prevent the Language Model from being Overconfident in Neural Machine Translation. ACL/IJCNLP (1) (2021)
Fei Zhang, Xiao-Hua Zhou, Jiafu Su, Sang-Bing Tsai, Yu-Ming Zhai
Governance role of media information's uncertainty in IPO market-oriented pricing. Kybernetes 49 (12) (2020)
Xiangyang Li, Huan Zhang, Xiao-Hua Zhou
Chinese clinical named entity recognition with variant neural structures based on BERT methods. J. Biomed. Informatics 107 (2020)
Hua Chen, Peng Ding, Zhi Geng, Xiao-Hua Zhou
Semiparametric Inference of the Complier Average Causal Effect with Nonignorable Missing Outcomes. ACM Trans. Intell. Syst. Technol. 7 (2) (2016)
Yan Jin, Yi Su, Xiao-Hua Zhou, Shuai Huang
Heterogeneous multimodal biomarkers analysis for Alzheimer's disease via Bayesian network. EURASIP J. Bioinform. Syst. Biol. 2016 (2016)
Wei Liu, Bo Zhang, Zhiwei Zhang, Baojiang Chen, Xiao-Hua Zhou
A pseudo-likelihood approach for estimating diagnostic accuracy of multiple binary medical tests. Comput. Stat. Data Anal. 84 (2015)
Peng Lai, Qihua Wang, Xiao-Hua Zhou
Variable selection and semiparametric efficient estimation for the heteroscedastic partially linear single-index model. Comput. Stat. Data Anal. 70 (2014)
Baojiang Chen, Xiao-Hua Zhou
A correlated random effects model for non-homogeneous Markov processes with nonignorable missingness. J. Multivar. Anal. 117 (2013)
Xiao-Hua Zhou, Hao Cheng
A computer program for estimating the re-transformed mean in heteroscedastic two-part models. Comput. Methods Programs Biomed. 90 (3) (2008)
Xiao-Hua Zhou, Hua Liang
Semi-parametric single-index two-part regression models. Comput. Stat. Data Anal. 50 (5) (2006)
Michael D. Murray, Bonnie Loos, Wanzhu Tu, George J. Eckert, Xiao-Hua Zhou, William M. Tierney
Research Paper: Effects of Computer-based Prescribing on Pharmacist Work Patterns. J. Am. Medical Informatics Assoc. 5 (6) (1998)
J. Marc Overhage, William M. Tierney, Xiao-Hua Zhou, Clement J. McDonald
Research Paper: A Randomized Trial of "Corollary Orders" to Prevent Errors of Omission. J. Am. Medical Informatics Assoc. 4 (5) (1997)
William M. Tierney, Michael D. Murray, Denise L. Gaskins, Xiao-Hua Zhou
Research Paper: Using Computer-based Medical Records to Predict Mortality Risk for Inner-city Patients with Reactive Airways Disease. J. Am. Medical Informatics Assoc. 4 (4) (1997)