| A simple approach to balance task loss in multi-task learning S Liang, C Deng, Y Zhang 2021 IEEE International Conference on Big Data (Big Data), 812-823, 2021 | 20* | 2021 |
| Optimizing NOTEARS objectives via topological swaps C Deng, K Bello, B Aragam, PK Ravikumar International Conference on Machine Learning, 7563-7595, 2023 | 7 | 2023 |
| Deep multi-task augmented feature learning via hierarchical graph neural network P Guo, C Deng, L Xu, X Huang, Y Zhang Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 7 | 2021 |
| Global Optimality in Bivariate Gradient-based DAG Learning C Deng, K Bello, B Aragam, P Ravikumar NeurIPS 2023, 2023 | 2 | 2023 |
| High-dimensional sparse single–index regression via Hilbert–Schmidt independence criterion X Chen, C Deng, S He, R Wu, J Zhang Statistics and Computing 34 (2), 86, 2024 | | 2024 |
| Data-driven Forecasting and Reference Prices with Exposure Effect O Baron, C Deng, S He, H Yuan Rotman School of Management Working Paper, 2022 | | 2022 |
