| 2025 | ICML | PARQ: Piecewise-Affine Regularized Quantization. | Lisa Jin, Jianhao Ma, Zechun Liu, Andrey Gromov, Aaron Defazio, Lin Xiao |
| 2024 | COLT | Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion. | Jianhao Ma, Salar Fattahi |
| 2023 | DASC | A Generative Adversarial Model for Weather Radar Echo Extrapolation based on Cycle Generation Structure. | Jianhao Ma, Qi Liu, Yonghong Zhang, Xiaodong Liu |
| 2023 | ICLR | Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition. | Jianhao Ma, Lingjun Guo, Salar Fattahi |
| 2022 | DASC | A Precipitation Prediction Method Based on UNet and Attention Mechanism. | Jianhao Ma, Jiawei Sun, Qi Liu, Xiaodong Liu |
| 2022 | DASC | Dense-FCN: A Deep Learning Approach for Weather Radar Beam Blockage Correction. | Jiawei Sun, Hao Wu, Qi Liu, Xiaodong Liu, Jianhao Ma |
| 2022 | ICLR | Towards Understanding Generalization via Decomposing Excess Risk Dynamics. | Jiaye Teng, Jianhao Ma, Yang Yuan |
| 2021 | DASC | Task Scheduling Based on Multi-level Hashing and HRRN in cloud computing. | Lei Zeng, Jiawei Sun, Jianhao Ma, Qi Liu |