| 2026 | SIGMOD | FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform. | Xin Tong, Xuanhe Zhou, Bingsheng He, Guoliang Li, Zirui Tang, Wei Zhou, Long Deng, Mian Lu, Yuqiang Chen, Fan Wu |
| 2025 | SIGMOD | OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML. | Xuanhe Zhou, Wei Zhou, Liguo Qi, Hao Zhang, Dihao Chen, Bingsheng He, Mian Lu, Guoliang Li, Fan Wu, Yuqiang Chen |
| 2024 | VLDB | Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing. | Wentao Huang, Mo Sha, Mian Lu, Yuqiang Chen, Bingsheng He, Kian-Lee Tan |
| 2022 | CIKM | A System for Time Series Feature Extraction in Federated Learning. | Siqi Wang, Jiashu Li, Mian Lu, Zhao Zheng, Yuqiang Chen, Bingsheng He |
| 2020 | SIGIR | Network On Network for Tabular Data Classification in Real-world Applications. | Yuanfei Luo, Hao Zhou, Wei-Wei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang |
| 2019 | AAAI | Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion. | Yi-Qi Hu, Yang Yu, Wei-Wei Tu, Qiang Yang, Yuqiang Chen, Wenyuan Dai |
| 2019 | IJCAI | Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction. | Quanming Yao, Xiawei Guo, James T. Kwok, Wei-Wei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang |
| 2019 | KDD | AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications. | Yuanfei Luo, Mengshuo Wang, Hao Zhou, Quanming Yao, Wei-Wei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang |
| 2017 | KDD | The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms. | Yongxin Tong, Yuqiang Chen, Zimu Zhou, Lei Chen, Jie Wang, Qiang Yang, Jieping Ye, Weifeng Lv |
| 2014 | KDD | Efficient mini-batch training for stochastic optimization. | Mu Li, Tong Zhang, Yuqiang Chen, Alexander J. Smola |
| 2013 | CIS | Research on Related Vehicle Routing Problem for Multiple Depots Basing on Dynamic Constraint. | Yuqiang Chen, Jianlan Guo, Xuanzi Hu |
| 2013 | CIS | Research on Related Vehicle Routing Problem for Single Distribution Centre Based on Dynamic Constraint. | Yuqiang Chen, Xuanzi Hu, Guangzai Ye |
| 2012 | CIS | The development and implementation of a network-faxing service system. | Jianlan Guo, Yuqiang Chen, Chongjie Dong |
| 2012 | CIS | Research on reliable on-chip network using asynchronous logic. | Jianlan Guo, Yijun Liu, Yuqiang Chen |
| 2011 | AAAI | Heterogeneous Transfer Learning for Image Classification. | Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu, Qiang Yang |
| 2010 | AAAI | Visual Contextual Advertising: Bringing Textual Advertisements to Images. | Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qiang Yang |
| 2010 | APWEB | Text-Aided Image Classification: Using Labeled Text from Web to Help Image Classification. | Yuan Lin, Yuqiang Chen, Gui-Rong Xue, Yong Yu |
| 2010 | CIS | The Research of Internet of Things' Supporting Technologies Which Face the Logistics Industry. | Yuqiang Chen, Jianlan Guo, Xuanzi Hu |
| 2010 | CIS | Implementation and Improvement of Simulated Annealing Algorithm in Neural Net. | Jianlan Guo, Yuqiang Chen, Xuanzi Hu |
| 2009 | ACL | Heterogeneous Transfer Learning for Image Clustering via the SocialWeb. | Qiang Yang, Yuqiang Chen, Gui-Rong Xue, Wenyuan Dai, Yong Yu |
| 2009 | ICASSP | Improving mispronunciation detection using machine learning. | Yuqiang Chen, Chao Huang, Frank K. Soong |
| 2006 | ISDA | Fault Detection Filter Design For Networked Control System With Communication Delays. | Yuqiang Chen, Bo Xiao, Zhiyan Xu |