| 2025 | SC | Effective Node-Level Anomaly Detection in HPC Systems via Coarse-Grained Clustering and Fine-Grained Model Sharing. | Sibo Xia, Yongqian Sun, Xijie Pan, Yuan Yuan, Shenglin Zhang, Shaoyu Hu, Lei Tao, Yuqi Li, Jinghua Feng |
| 2023 | SIGIR | MDI: A Debiasing Method Combining Unbiased and Biased Data. | Han Zhao, Qing Cui, Xinyu Li, Rongzhou Bao, Longfei Li, Jun Zhou, Zhehao Liu, Jinghua Feng |
| 2023 | WSDM | A Framework for Detecting Frauds from Extremely Few Labels. | Ya-Lin Zhang, Yi-Xuan Sun, Fangfang Fan, Meng Li, Yeyu Zhao, Wei Wang, Longfei Li, Jun Zhou, Jinghua Feng |
| 2022 | DASFAA | Bi-Level Selection via Meta Gradient for Graph-Based Fraud Detection. | Linfeng Dong, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He |
| 2022 | DASFAA | ADAPT: Adversarial Domain Adaptation with Purifier Training for Cross-Domain Credit Risk Forecasting. | Guanxiong Zeng, Jianfeng Chi, Rui Ma, Jinghua Feng, Xiang Ao, Hao Yang |
| 2022 | KDD | Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN. | Kuan Li, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He |
| 2022 | KDD | User Behavior Pre-training for Online Fraud Detection. | Can Liu, Yuncong Gao, Li Sun, Jinghua Feng, Hao Yang, Xiang Ao |
| 2022 | WWW | AUC-oriented Graph Neural Network for Fraud Detection. | Mengda Huang, Yang Liu, Xiang Ao, Kuan Li, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He |
| 2021 | IJCAI | Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network. | Wangli Lin, Li Sun, Qiwei Zhong, Can Liu, Jinghua Feng, Xiang Ao, Hao Yang |
| 2021 | KDD | Intention-aware Heterogeneous Graph Attention Networks for Fraud Transactions Detection. | Can Liu, Li Sun, Xiang Ao, Jinghua Feng, Qing He, Hao Yang |
| 2021 | WWW | Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection. | Yang Liu, Xiang Ao, Zidi Qin, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He |
| 2021 | WSDM | Credit Risk and Limits Forecasting in E-Commerce Consumer Lending Service via Multi-view-aware Mixture-of-experts Nets. | Ting Liang, Guanxiong Zeng, Qiwei Zhong, Jianfeng Chi, Jinghua Feng, Xiang Ao, Jiayu Tang |
| 2020 | CIKM | Alike and Unlike: Resolving Class Imbalance Problem in Financial Credit Risk Assessment. | Yang Liu, Xiang Ao, Qiwei Zhong, Jinghua Feng, Jiayu Tang, Qing He |
| 2020 | ICDM | Learning to Undersampling for Class Imbalanced Credit Risk Forecasting. | Jianfeng Chi, Guanxiong Zeng, Qiwei Zhong, Ting Liang, Jinghua Feng, Xiang Ao, Jiayu Tang |
| 2020 | KDD | Fraud Transactions Detection via Behavior Tree with Local Intention Calibration. | Can Liu, Qiwei Zhong, Xiang Ao, Li Sun, Wangli Lin, Jinghua Feng, Qing He, Jiayu Tang |
| 2020 | WWW | Financial Defaulter Detection on Online Credit Payment via Multi-view Attributed Heterogeneous Information Network. | Qiwei Zhong, Yang Liu, Xiang Ao, Binbin Hu, Jinghua Feng, Jiayu Tang, Qing He |
| 2019 | HPCC | Time Series Join on Most Correlated Subsequences Using MapReduce. | Lili Chen, Chuitian Rong, Jinghua Feng |
| 2019 | ICDM | Inquiry Spam Detection via Jointly Exploiting Temporal-Categorical Behavior and Linguistics. | Qiwei Zhong, Jiayu Tang, Jinghua Feng, Jianfeng Chi |
| 2018 | ICCS | Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer. | Jinghua Feng, Guangming Liu, Jian Zhang, Zhiwei Zhang, Jie Yu, Zhaoning Zhang |
| 2017 | ICA3PP | Optimized Data Layout for Spatio-temporal Data in Time Domain Astronomy. | Jie Yan, Ce Yu, Chao Sun, Zhaohui Shang, Yi Hu, Jinghua Feng, Jizhou Sun, Jian Xiao |
| 2010 | CCGRID | mPlogP: A Parallel Computation Model for Heterogeneous Multi-core Computer. | Liang Li, Xingjun Zhang, Jinghua Feng, Xiaoshe Dong |
| 2008 | HPCC | A Profile-based Memory Access Optimizing Technology on CBE Architecture. | Guofu Feng, Xiaoshe Dong, Siyuan Ma, Jinghua Feng, Xuhao Wang |