SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks. - Qitao Shi; Ya-Lin Zhang 001; Longfei Li; Xinxing Yang; Meng Li; Jun Zhou 011 (ICDE, 2020)

AutoRec: A Comprehensive Platform for Building Effective and Explainable Recommender Models. - Qing Cui; Qitao Shi; Hao Qian 003; Caizhi Tang; Xixi Li; Yiming Zhao; Tao Jiang; Longfei Li; Jun Zhou 011 (ECML/PKDD (5), 2020)

Constraint-Adaptive Rule Mining in Large Databases. - Meng Li; Ya-Lin Zhang 001; Qitao Shi; Xinxing Yang; Qing Cui; Longfei Li; Jun Zhou 011 (DASFAA (3), 2021)

A Classification Based Ensemble Pruning Framework with Multi-metric Consideration. - Ya-Lin Zhang 001; Qitao Shi; Meng Li; Xinxing Yang; Longfei Li; Jun Zhou 011 (IntelliSys (1), 2021)

A Task-Aware Attention-Based Method for Improved Meta-Learning. - Yue Zhang; Xinxing Yang; Feng Zhu 011; Yalin Zhang 001; Meng Li; Qitao Shi; Longfei Li; Jun Zhou 011 (APWeb/WAIM (2), 2022)

An Adaptive Framework for Confidence-constraint Rule Set Learning Algorithm in Large Dataset. - Meng Li; Lu Yu 006; Ya-Lin Zhang 001; Xiaoguang Huang; Qitao Shi; Qing Cui; Xinxing Yang; Longfei Li; Wei Zhu; Yanming Fang; Jun Zhou 011 (CIKM, 2022)

AntTune: An Efficient Distributed Hyperparameter Optimization System for Large-Scale Data. - Jun Zhou 011; Qitao Shi; Yi Ding 006; Lin Wang 098; Longfei Li; Feng Zhu 011 (DASFAA (4), 2023)

ALT: An Automatic System for Long Tail Scenario Modeling. - Ya-Lin Zhang 001; Jun Zhou 011; Yankun Ren; Yue Zhang; Xinxing Yang; Meng Li; Qitao Shi; Longfei Li (ICDE, 2023)

ElasticDL: A Kubernetes-native Deep Learning Framework with Fault-tolerance and Elastic Scheduling. - Jun Zhou 011; Ke Zhang; Feng Zhu 011; Qitao Shi; Wenjing Fang; Lin Wang 098; Yi Wang 141 (WSDM, 2023)

Exploring the combination of self and mutual teaching for tabular-data-related semi-supervised regression. - Ya-Lin Zhang 001; Jun Zhou 011; Qitao Shi; Longfei Li (Expert Syst. Appl., 2023)

MoDE: A Mixture-of-Experts Model with Mutual Distillation among the Experts. - Zhitian Xie; Yinger Zhang; Chenyi Zhuang; Qitao Shi; Zhining Liu 001; Jinjie Gu; Guannan Zhang (AAAI, 2024)

A distribution-free method for probabilistic prediction. - Qitao Shi; Ya-Lin Zhang 001; Lu Yu 006; Feng Zhu 011; Longfei Li; Jun Zhou 011; Yanming Fang (Expert Syst. Appl., 2024)

AntAkso: Claims Management System for Health Insurance in Alipay. - Qitao Shi; Jun Zhou 011; Ya-Lin Zhang 001; Longfei Li; Chaoyi Ma; Yifan Wu; Xiaobo Qin (KDD (1), 2025)