| A brief introduction to manifold optimization J Hu, X Liu, ZW Wen, YX Yuan Journal of the Operations Research Society of China 8 (2), 199-248, 2020 | 265 | 2020 |
| Ma-sam: Modality-agnostic sam adaptation for 3d medical image segmentation C Chen, J Miao, D Wu, A Zhong, Z Yan, S Kim, J Hu, Z Liu, L Sun, X Li, ... Medical Image Analysis 98, 103310, 2024 | 217 | 2024 |
| Radiology-llama2: Best-in-class large language model for radiology Z Liu, Y Li, P Shu, A Zhong, L Yang, C Ju, Z Wu, C Ma, J Luo, C Chen, ... arXiv preprint arXiv:2309.06419, 2023 | 91 | 2023 |
| Adaptive quadratically regularized Newton method for Riemannian optimization J Hu, A Milzarek, Z Wen, Y Yuan SIAM Journal on Matrix Analysis and Applications 39 (3), 1181-1207, 2018 | 73 | 2018 |
| Structured quasi-Newton methods for optimization with orthogonality constraints J Hu, B Jiang, L Lin, Z Wen, Y Yuan SIAM Journal on Scientific Computing 41 (4), A2239-A2269, 2019 | 46 | 2019 |
| Decentralized projected Riemannian gradient method for smooth optimization on compact submanifolds embedded in the Euclidean space K Deng, J Hu Numerische Mathematik 157 (6), 2173-2210, 2025 | 27* | 2025 |
| A note on semidefinite programming relaxations for polynomial optimization over a single sphere J Hu, B Jiang, X Liu, ZW Wen Science China Mathematics 59 (8), 1543-1560, 2016 | 21 | 2016 |
| Riemannian smoothing gradient type algorithms for nonsmooth optimization problem on compact Riemannian submanifold embedded in Euclidean space Z Peng, W Wu, J Hu, K Deng Applied Mathematics & Optimization 88 (3), 85, 2023 | 19* | 2023 |
| On the Analysis of Semismooth Newton-Type Methods for Composite Optimization J Hu, T Tian, S Pan, Z Wen Journal of Scientific Computing 103 (2), 1-31, 2025 | 17* | 2025 |
| Riemannian natural gradient methods J Hu, R Ao, AMC So, M Yang, Z Wen SIAM Journal on Scientific Computing 46 (1), A204-A231, 2024 | 16 | 2024 |
| Medivista-sam: Zero-shot medical video analysis with spatio-temporal sam adaptation S Kim, K Kim, J Hu, C Chen, Z Lyu, R Hui, S Kim, Z Liu, A Zhong, X Li arXiv preprint arXiv:2309.13539 6, 2023 | 15 | 2023 |
| Oracle Complexities of Augmented Lagrangian Methods for Nonsmooth Composite Optimization on a Compact Submanifold K Deng, J Hu, J Wu, Z Wen Mathematics of Operations Research, 2025 | 11* | 2025 |
| Decentralized Riemannian Natural Gradient Methods with Kronecker Product Approximations J Hu, KK Deng, QZ Li Journal of the Operations Research Society of China, 1-25, 2025 | 11 | 2025 |
| Composite federated learning with heterogeneous data J Zhang, J Hu, M Johansson ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 10 | 2024 |
| Decentralized Non-Smooth Optimization Over the Stiefel Manifold J Wang, J Hu, S Chen, Z Deng, AMC So 2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2024 | 9* | 2024 |
| Decentralized Douglas-Rachford splitting methods for smooth optimization over compact submanifolds K Deng, J Hu, H Wang Journal of Computational Mathematics, 2023 | 8 | 2023 |
| An augmented Lagrangian primal-dual semismooth newton method for multi-block composite optimization Z Deng, K Deng, J Hu, Z Wen Journal of Scientific Computing 102 (3), 65, 2025 | 7 | 2025 |
| Assessment of valve regurgitation severity via contrastive learning and multi-view video integration S Kim, H Ren, J Charton, J Hu, CAM Gonzalez, J Khambhati, J Cheng, ... Physics in Medicine & Biology 69 (4), 045020, 2024 | 6 | 2024 |
| A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity J Hu, K Deng, J Wu, Q Li Journal of Machine Learning Research 25 (56), 1-32, 2024 | 6 | 2024 |
| Achieving local consensus over compact submanifolds J Hu, J Zhang, K Deng IEEE Transactions on Automatic Control, 2025 | 5* | 2025 |
Zaiwen WenPeking UniversityVerified email at pku.edu.cn
