Ya-Lin Zhang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 24

Top Topics

Malicious Url Detection

Feature Engineering

Partially Observed

Top Venues

WWW (Companion Volume)

Publications

Ya-Lin Zhang, Yi-Xuan Sun, Fangfang Fan, Meng Li, Yeyu Zhao, Wei Wang, Longfei Li, Jun Zhou, Jinghua Feng
A Framework for Detecting Frauds from Extremely Few Labels. WSDM (2023)
Ya-Lin Zhang, Jun Zhou, Qitao Shi, Longfei Li
Exploring the combination of self and mutual teaching for tabular-data-related semi-supervised regression. Expert Syst. Appl. 213 (Part) (2023)
Lu Yu, Meng Li, Ya-Lin Zhang, Longfei Li, Jun Zhou
FINRule: Feature Interactive Neural Rule Learning. CIKM (2023)
Ya-Lin Zhang, Jun Zhou, Yankun Ren, Yue Zhang, Xinxing Yang, Meng Li, Qitao Shi, Longfei Li
ALT: An Automatic System for Long Tail Scenario Modeling. ICDE (2023)
Yi-Xuan Sun, Ya-Lin Zhang, Wei Wang, Longfei Li, Jun Zhou
Treatment Effect Estimation across Domains. CIKM (2023)
Huakang Lu, Hong Qian, Yupeng Wu, Ziqi Liu, Ya-Lin Zhang, Aimin Zhou, Yang Yu
Degradation-Resistant Offline Optimization via Accumulative Risk Control. ECAI (2023)
Ya-Lin Zhang, Jun Zhou, Yankun Ren, Yue Zhang, Xinxing Yang, Meng Li, Qitao Shi, Longfei Li
ALT: An Automatic System for Long Tail Scenario Modeling. CoRR (2023)
Caizhi Tang, Huiyuan Wang, Xinyu Li, Qing Cui, Ya-Lin Zhang, Feng Zhu, Longfei Li, Jun Zhou, Linbo Jiang
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding. NeurIPS (2022)
Meng Li, Lu Yu, Ya-Lin Zhang, Xiaoguang Huang, Qitao Shi, Qing Cui, Xinxing Yang, Longfei Li, Wei Zhu, Yanming Fang, Jun Zhou
An Adaptive Framework for Confidence-constraint Rule Set Learning Algorithm in Large Dataset. CIKM (2022)
Meng Li, Ya-Lin Zhang, Qitao Shi, Xinxing Yang, Qing Cui, Longfei Li, Jun Zhou
Constraint-Adaptive Rule Mining in Large Databases. DASFAA (3) (2021)
Ya-Lin Zhang, Qitao Shi, Meng Li, Xinxing Yang, Longfei Li, Jun Zhou
A Classification Based Ensemble Pruning Framework with Multi-metric Consideration. IntelliSys (1) (2021)
Qianyu Yu, Shuo Yang, Zhiqiang Zhang, Ya-Lin Zhang, Binbin Hu, Ziqi Liu, Kai Huang, Xingyu Zhong, Jun Zhou, Yanming Fang
A Graph Attention Network Model for GMV Forecast on Online Shopping Festival. APWeb/WAIM (1) (2021)
Qitao Shi, Ya-Lin Zhang, Longfei Li, Xinxing Yang, Meng Li, Jun Zhou
SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks. CoRR (2020)
Qitao Shi, Ya-Lin Zhang, Longfei Li, Xinxing Yang, Meng Li, Jun Zhou
SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks. ICDE (2020)
Cen Chen, Ya-Lin Zhang, Minghui Qiu, Bingzhe Wu, Li Wang, Longfei Li, Jun Zhou
Automatic Knowledge Fusion in Transferrable Networks for Semantic Text Matching. WWW (Companion Volume) (2020)
Kuan Xu, Chilin Fu, Xiaolu Zhang, Cen Chen, Ya-Lin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao
aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots. CIKM (2020)
Ya-Lin Zhang, Longfei Li
Interpretable MTL from Heterogeneous Domains using Boosted Tree. CoRR (2020)
Ya-Lin Zhang, Jun Zhou, Wenhao Zheng, Ji Feng, Longfei Li, Ziqi Liu, Ming Li, Zhiqiang Zhang, Chaochao Chen, Xiaolong Li, Yuan (Alan) Qi, Zhi-Hua Zhou
Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud. ACM Trans. Intell. Syst. Technol. 10 (5) (2019)
Ya-Lin Zhang, Longfei Li
Interpretable MTL from Heterogeneous Domains using Boosted Tree. CIKM (2019)
Longfei Li, Ziqi Liu, Chaochao Chen, Ya-Lin Zhang, Jun Zhou, Xiaolong Li
A Time Attention based Fraud Transaction Detection Framework. CoRR (2019)
Ya-Lin Zhang, Longfei Li, Jun Zhou, Xiaolong Li, Zhi-Hua Zhou
Anomaly Detection with Partially Observed Anomalies. WWW (Companion Volume) (2018)
Ya-Lin Zhang, Jun Zhou, Wenhao Zheng, Ji Feng, Longfei Li, Ziqi Liu, Ming Li, Zhiqiang Zhang, Chaochao Chen, Xiaolong Li, Zhi-Hua Zhou
Distributed Deep Forest and its Application to Automatic Detection of Cash-out Fraud. CoRR (2018)
Ya-Lin Zhang, Zhi-Hua Zhou
Multi-Instance Learning with Key Instance Shift. IJCAI (2017)
Ya-Lin Zhang, Longfei Li, Jun Zhou, Xiaolong Li, Yujiang Liu, Yuanchao Zhang, Zhi-Hua Zhou
POSTER: A PU Learning based System for Potential Malicious URL Detection. CCS (2017)