Xinlu Zhang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 25

Top Topics

Differential Evolution

Electronic Health Records

Knapsack Problem

Top Venues

J. Comput. Biol.

J. Comb. Optim.

Swarm Evol. Comput.

Publications

Xinlu Zhang, Zhiyu Zoey Chen, Xi Ye, Xianjun Yang, Lichang Chen, William Yang Wang, Linda Ruth Petzold
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning. CoRR (2024)
Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting. ICLR (2024)
Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda R. Petzold, William Yang Wang
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law. CoRR (2024)
Xinlu Zhang
Deep Learning for Medical Prediction in Electronic Health Records. AAAI (2023)
Yichao He, Hailu Sun, Yuan Wang, Xinlu Zhang, Seyedali Mirjalili
Set algebra - based algebraic evolutionary algorithm for binary optimization problems. Appl. Soft Comput. 143 (2023)
Xinlu Zhang, Chenxin Tian, Xianjun Yang, Lichang Chen, Zekun Li, Linda Ruth Petzold
AlpaCare: Instruction-tuned Large Language Models for Medical Application. CoRR (2023)
Xianjun Yang, Yan Li, Xinlu Zhang, Haifeng Chen, Wei Cheng
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization. CoRR (2023)
Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting. CoRR (2023)
Xinlu Zhang, Yujie Lu, Weizhi Wang, An Yan, Jun Yan, Lianke Qin, Heng Wang, Xifeng Yan, William Yang Wang, Linda Ruth Petzold
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks. CoRR (2023)
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. ICML (2023)
Xianjun Yang, Ya Zhuo, Julia Zuo, Xinlu Zhang, Stephen Wilson, Linda R. Petzold
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text. CoRR (2022)
Shiyang Li, Jianshu Chen, Yelong Shen, Zhiyu Chen, Xinlu Zhang, Zekun Li, Hong Wang, Jing Qian, Baolin Peng, Yi Mao, Wenhu Chen, Xifeng Yan
Explanations from Large Language Models Make Small Reasoners Better. CoRR (2022)
Xianjun Yang, Ya Zhuo, Julia Zuo, Xinlu Zhang, Stephen Wilson, Linda R. Petzold
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text. EMNLP (Findings) (2022)
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda R. Petzold
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. CoRR (2022)
Xinlu Zhang, Yun Zhao, Rachael Callcut, Linda R. Petzold
Multiple Organ Failure Prediction with Classifier-Guided Generative Adversarial Imputation Networks. CoRR (2021)
Yichao He, Xinlu Zhang, Wenbin Li, Jinghong Wang, Ning Li
An efficient binary differential evolution algorithm for the multidimensional knapsack problem. Eng. Comput. 37 (1) (2021)
Yun Zhao, Qinghang Hong, Xinlu Zhang, Yu Deng, Yuqing Wang, Linda R. Petzold
BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients. CoRR (2021)
Xianjun Yang, Xinlu Zhang, Julia Zuo, Stephen Wilson, Linda R. Petzold
An Analysis of Relation Extraction within Sentences from Wet Lab Protocols. IEEE BigData (2021)
Xinlu Zhang, Shiyang Liy, Zhuowei Chengy, Rachael Callcut, Linda R. Petzold
Domain Adaptation for Trauma Mortality Prediction in EHRs with Feature Disparity. BIBM (2021)
Xuli Zan, Xinlu Zhang, Ziyao Xing, Wei Liu, Xiaodong Zhang, Wei Su, Zhe Liu, Yuanyuan Zhao, Shaoming Li
Automatic Detection of Maize Tassels from UAV Images by Combining Random Forest Classifier and VGG16. Remote. Sens. 12 (18) (2020)
Xinlu Zhang, Xiao Li, Yating Yang, Rui Dong
Improving Low-Resource Neural Machine Translation With Teacher-Free Knowledge Distillation. IEEE Access 8 (2020)
Mingjie Wang, Xinlu Zhang, Keyu Shi, Xin Zhang, Dandan Lei, Xuguang Yang
Image Super-Resolution Reconstruction Algorithm Based on Improved GAN. DSIT (2020)
Yichao He, Jinghong Wang, Xinlu Zhang, Huanzhe Li, Xuejing Liu
Encoding transformation-based differential evolution algorithm for solving knapsack problem with single continuous variable. Swarm Evol. Comput. 50 (2019)
Shufang Zhao, Yichao He, Xinlu Zhang, Wen Xu, Weili Wu, Suogang Gao
Group Testing with Multiple Inhibitor Sets and Error-Tolerant and Its Decoding Algorithms. J. Comput. Biol. 23 (10) (2016)
Yichao He, Xinlu Zhang, Wenbin Li, Xiang Li, Weili Wu, Suogang Gao
Algorithms for randomized time-varying knapsack problems. J. Comb. Optim. 31 (1) (2016)
Haiyan Tian, Zhiwei Wang, Xiaowei Zheng, Xinlu Zhang
Fuzzy games with communication networks. GAMENETS (2014)
Yichao He, Haiyan Tian, Xinlu Zhang, Zhiwei Wang, Suogang Gao
Nonadaptive Algorithms for Threshold Group Testing with Inhibitors and Error-Tolerance. J. Comput. Biol. 19 (7) (2012)
Chao Sun, Xinlu Zhang, Nenggan Zheng, Weidong Chen, Xiaoxiang Zheng
Bio-robots automatic navigation with electrical reward stimulation. EMBC (2012)
Xinlu Zhang, Chao Sun, Nenggan Zheng, Weidong Chen, Xiaoxiang Zheng
Motion states extraction with optical flow for rat-robot automatic navigation. EMBC (2012)
Chao Sun, Nenggan Zheng, Xinlu Zhang, Weidong Chen, Xiaoxiang Zheng
An automatic control model for rat-robot. EMBC (2011)
Xinlu Zhang, Jun Guo, Suogang Gao
-bounded distance-regular graphs. J. Comb. Optim. 17 (3) (2009)
Yunbing Li, Cheng Wang, Xiaojun Qiao, Yanfei Liu, Xinlu Zhang
Design of Plant Eco-physiology Monitoring System Based on Embedded Technology. CCTA (2009)