Xin Lai

46 papers A* 3C 1Journal 29Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do Papers Match Code? A Benchmark and Framework for Paper-Code Consistency Detection in Bioinformatics Software.
CoRR
Tianxiang Xu, Xiaoyan Zhu, Xin Lai, Sizhe Dang, Xin Lian, Hangyu Cheng, Jiayin Wang
2026 A* conf
Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off.
AAAI
Mingkuan Zhao, Wentao Hu, Jiayin Wang, Xin Lai, Tianchen Huang, Yuheng Min, Rui Yan, Xiaoyan Zhu
2026 A* conf
Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models.
AAAI
Wentao Hu, Mingkuan Zhao, Shuangyong Song, Xiaoyan Zhu, Xin Lai, Jiayin Wang
2026 J jnl
Reaching Software Quality for Bioinformatics Applications: How Far Are We?
IEEE Trans. Software Eng.
Xiaoyan Zhu, Tianxiang Xu, Xin Lai, Xin Lian, Hangyu Cheng, Jiayin Wang
2026 J jnl
UF-CDDFM: A unified framework for code defect detection using multi-modal inputs and few-shot learning.
Inf. Softw. Technol.
Xianglu Zhou, Tianxiang Cui, Xiaoyan Zhu, Jiayin Wang, Xin Lai
2025 C conf
Cross-Project Defect Prediction Based on Feature Fusion and Local Domain Adaptation.
APSEC
Xianglu Zhou, Xiaoyan Zhu, Yu Wang, Jiayin Wang, Xin Lai
2025 J jnl
MRDadaptis: self-adaptive parameter configuration enhances minimal residual disease detection in heterogeneous ctDNA samples.
Briefings Bioinform.
Tianci Wang, Xin Lai, Shenjie Wang, Zhengfa Xue, Yuqian Liu, Xiaoyan Zhu, Xiaonan Wang, Zhili Chang, Yang Shao, Xian Zhang, Jiayin Wang
2025 J jnl
MRDagent: iterative and adaptive parameter optimization for stable ctDNA-based MRD detection in heterogeneous samples.
Bioinform.
Tianci Wang, Xin Lai, Shenjie Wang, Yuqian Liu, Xiaoyan Zhu, Jiayin Wang
2025 J jnl
MRDtarget: A heuristic Gaussian approach for optimizing targeted capture regions to enhance Minimal Residual Disease detection.
PLoS Comput. Biol.
Xuwen Wang, Yanfang Guan, Wei Gao, Xin Lai, Wuqiang Cao, Xiaoyan Zhu, Xiaoling Zeng, Yuqian Liu, Shenjie Wang, Ruoyu Liu, Xin Yi, Shuanying Yang, Jiayin Wang
2025 J jnl
Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off.
CoRR
Mingkuan Zhao, Wentao Hu, Jiayin Wang, Xin Lai, Tianchen Huang, Yuheng Min, Rui Yan, Xiaoyan Zhu
2025 J jnl
Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models.
CoRR
Wentao Hu, Mingkuan Zhao, Shuangyong Song, Xiaoyan Zhu, Xin Lai, Jiayin Wang
2025 A* conf
Multi-Label Ranking Loss Minimization for Matrix Completion.
AAAI
Jiaxuan Li, Xiaoyan Zhu, Hongrui Wang, Yu Zhang, Xin Lai, Jiayin Wang
2025 J jnl
THOR: a TMB heterogeneity-adaptive optimization model predicts immunotherapy response using clonal genomic features in group-structured data.
Briefings Bioinform.
Yixuan Wang, Yanfang Guan, Xin Lai, Yuqian Liu, Zhili Chang, Xiaonan Wang, Quan Wang, Jingjing Liu, Jian Zhao, Shuanying Yang, Jiayin Wang, Xiaofeng Song
2025 J jnl
TMBclaw: tumor clone-aware graph learning improves immunotherapy response prediction across heterogeneous cohorts.
Briefings Bioinform.
Yixuan Wang, Tianyi Zhu, Xiaofeng Song, Peng Chen, Xiaoyan Zhu, Zhili Chang, Xiaonan Wang, Xin Lai, Jiayin Wang
2025 J jnl
ZIPcnv: accurate and efficient inference of copy number variations from shallow whole-genome sequencing.
Bioinform.
Zhengfa Xue, Jingyu Zeng, Xuwen Wang, Jiajing Yuan, Tianci Wang, Xin Lai, Lin Wang, Yu Wang, Huanhuan Zhu, Xin Jin, Jiayin Wang
2024 J jnl
A novel instance-based method for cross-project just-in-time defect prediction.
Softw. Pract. Exp.
Xiaoyan Zhu, Tian Qiu, Jiayin Wang, Xin Lai
2024 J jnl
A risk-adjusted exponentially weighted moving average control chart for detection of the scale parameter in surgical quality monitoring.
Qual. Reliab. Eng. Int.
Xin Lai, Xiao Li, Liu Liu, Jiayin Wang, Xuanping Zhang, Xiaoyan Zhu, Paul B. S. Lai
2024 — conf
An Enhanced Multiple Correction Method with Limited Independent Effective SNPs.
BIBM
Xin Lai, Xiaohai Yang, Jiayin Wang, Xiaoyan Zhu, Yuqian Liu, Ruoyu Liu, Xuwen Wang, Shenjie Wang
2024 J jnl
Classifier chain-based monitoring method for multivariate surgical outcomes.
Comput. Ind. Eng.
Xin Lai, Xin Lian, Jiayin Wang, Liu Liu, Xuanping Zhang, Xiaoyan Zhu, Yuqian Liu, Xin Chen, Paul B. S. Lai
2024 J jnl
Control chart for detecting the scale parameter of the zero-inflated Poisson model.
Qual. Reliab. Eng. Int.
Aijun Zhao, Liu Liu, Xin Lai, Ka Chun Chong
2024 — conf
Correction of Read Biases Induced by Complex Reference Genome Regions for Improving Copy Number Variation Detection Using a Gaussian Mixture Model.
BIBM
Xuwen Wang, Zhili Chang, Shenjie Wang, Ruoyu Liu, Yuqian Liu, Xiaoyan Zhu, Yang Shao, Xin Lai, Shuanying Yang, Jiayin Wang
2024 — conf
Enabling Adaptive CNV Detection through A Novel Predictive Control Framework.
BIBM
Yuqian Liu, Jiajing Yuan, Xiaoyan Zhu, Xin Lai, Ruoyu Liu, Xuwen Wang, Jiayin Wang
2024 — conf
LMR-EWMA: A LASSO-based Multivariate Residual Control Chart for Monitoring Rare Health-Related Events.
BIBM
Ruoyu Liu, Jiayin Wang, Xiaoyan Zhu, Yuqian Liu, Yixuan Wang, Shuanying Yang, Xin Lai
2024 — conf
Multi-Objective Policy Monitoring Method for Epidemic Control.
BIBM
Xin Lai, Rundong Fan, Ruoyu Liu, Jiayin Wang, Xiaoyan Zhu, Yuqian Liu, Xuwen Wang, Shenjie Wang
2024 — conf
RMComBat: A Batch Effect Correction Algorithm for Repeated Measurement Sequencing Data to Prevent Overcorrection.
BIBM
Yuqian Liu, Zhaoxing Wei, Jiayin Wang, Xiaoyan Zhu, Ruoyu Liu, Xuwen Wang, Shenjie Wang, Xin Lai
2024 J jnl
TCSR: Self-attention with time and category for session-based recommendation.
Comput. Intell.
Xiaoyan Zhu, Yu Zhang, Jiaxuan Li, Jiayin Wang, Xin Lai
2023 — conf
A Control Chart Method for Simultaneously Monitoring the Average Level and Stability of Surgical Quality.
BIBM
Ruoyu Liu, Xin Lai, Jiayin Wang, Paul B. S. Lai, Ka Chun Chong
2023 J jnl
Generalized likelihood ratio based risk-adjusted control chart for zero-inflated Poisson process.
Qual. Reliab. Eng. Int.
Xin Lai, Xin Lian, Liu Liu, Jiayin Wang, Yuqian Liu, Ka Chun Chong
2023 J jnl
SCR-CUSUM: An illness-death semi-Markov model-based risk-adjusted CUSUM for semi-competing risk data monitoring.
Comput. Ind. Eng.
Ruoyu Liu, Xin Lai, Jiayin Wang, Xiaoyan Zhu, Yuqian Liu
2022 J jnl
PEcnv: accurate and efficient detection of copy number variations of various lengths.
Briefings Bioinform.
Xuwen Wang, Ying Xu, Ruoyu Liu, Xin Lai, Yuqian Liu, Shenjie Wang, Xuanping Zhang, Jiayin Wang
2022 J jnl
Residuals based EWMA control charts with risk adjustments for zero-inflated Poisson models.
Qual. Reliab. Eng. Int.
Xin Lai, Ruoyu Liu, Liu Liu, Jiayin Wang, Xuanping Zhang, Xiaoyan Zhu, Ka Chun Chong
2021 J jnl
A non-linear ensemble model-based surgical risk calculator for mixed data from multiple surgical fields.
BMC Medical Informatics Decis. Mak.
Ruoyu Liu, Xin Lai, Jiayin Wang, Xuanping Zhang, Xiaoyan Zhu, Paul B. S. Lai, Ci-ren Guo
2021 J jnl
A risk-adjusted approach to monitoring surgery for survival outcomes based on a weighted score test.
Comput. Ind. Eng.
Xin Lai, Xiao Li, Liu Liu, Fugee Tsung, Paul B. S. Lai, Jiayin Wang, Xuanping Zhang, Xiaoyan Zhu, Jiaqi Liu
2021 J jnl
An adaptive nonparametric exponentially weighted moving average control chart with dynamic sampling intervals.
Stat. Anal. Data Min.
Liu Liu, Qing Peng, Xin Lai, Zepei Deng
2021 J jnl
Ensemble of ML-KNN for classification algorithm recommendation.
Knowl. Based Syst.
Xiaoyan Zhu, Chenzhen Ying, Jiayin Wang, Jiaxuan Li, Xin Lai, Guangtao Wang
2021 J jnl
Risk-adjusted zero-inflated Poisson CUSUM charts for monitoring influenza surveillance data.
BMC Medical Informatics Decis. Mak.
Yueying Tan, Xin Lai, Jiayin Wang, Xuanping Zhang, Xiaoyan Zhu, Ka Chun Chong, Paul K. S. Chan, Jing Tang
2020 J jnl
A hybrid correcting method considering heterozygous variations by a comprehensive probabilistic model.
BMC Genom.
Jiaqi Liu, Jiayin Wang, Xiao Xiao, Xin Lai, Daocheng Dai, Xuanping Zhang, Xiaoyan Zhu, Zhongmeng Zhao, Juan Wang, Zhimin Li
2020 J jnl
SETE: Sequence-based Ensemble learning approach for TCR Epitope binding prediction.
Comput. Biol. Chem.
Yao Tong, Jiayin Wang, Tian Zheng, Xuanping Zhang, Xiao Xiao, Xiaoyan Zhu, Xin Lai, Xiang Liu
2019 — conf
An Artificial Fish Swarm Algorithm for Identifying Associations between Multiple Variants and Multiple Phenotypes.
BIBM
Ruoyu Liu, Xin Lai, Xiao Xiao, Xuanping Zhang, Xiaoyan Zhu, Jiayin Wang
2019 J jnl
An Online Test for Goodness-of-Fit in Logistic Regression Model.
IEEE Access
Yuke Qiu, Liu Liu, Xin Lai, Yuwen Qiu
2019 — conf
FilterLAP: Filtering False-positive Mutation Calls via a Label Propagation Framework.
BIBM
Xuwen Wang, Xiaoyan Zhu, Xiao Xiao, Shenjie Wang, Xuanping Zhang, Xin Lai, Jiayin Wang
2019 — conf
GSDcreator: An Efficient and Comprehensive Simulator for Genarating NGS Data with Population Genetic Information.
BIBM
Shenjie Wang, Jiayin Wang, Xiao Xiao, Xuanping Zhang, Xuwen Wang, Xiaoyan Zhu, Xin Lai
2017 J jnl
Competing risk model with bivariate random effects for clustered survival data.
Comput. Stat. Data Anal.
Xin Lai, Kelvin K. W. Yau, Liu Liu
2015 — conf
Patient Flow Evaluation with System Dynamic Model in an Emergency Department: Data Analytics on Daily Hospital Records.
BigData Congress
Marc Chong, Maggie Wang, Xin Lai, Benny Zee, Fung Hong, Eng Kiong Yeoh, Eliza Lai-Yi Wong, Carrie Yam, Patsy Chau, Kelvin Kam-fai Tsoi, Colin A. Graham
2015 — conf
Risk-Adjusted Monitoring Method for Surgical Data: Methodology for Data Analytics (Work in Progress).
BigData Congress
Xin Lai, Liu Liu, Paul B. S. Lai, Kelvin Kam-fai Tsoi, Haitian Wang, Ka Chun Chong, Benny Zee
2015 — conf
Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data Sets.
BigData Congress
Maggie Haitian Wang, Kelvin Kam-fai Tsoi, Xin Lai, Marc Chong, Benny Zee, Tian Zheng, Shaw-Hwa Lo, Inchi Hu