| Learning intents behind interactions with knowledge graph for recommendation X Wang, T Huang, D Wang, Y Yuan, Z Liu, X He, TS Chua Proceedings of the web conference 2021, 878-887, 2021 | 250 | 2021 |
| SDPNAL+: A Matlab software for semidefinite programming with bound constraints (version 1.0) D Sun, KC Toh, Y Yuan, XY Zhao Optimization Methods and Software 35 (1), 87-115, 2020 | 72 | 2020 |
| Convex clustering: Model, theoretical guarantee and efficient algorithm D Sun, KC Toh, Y Yuan The Journal of Machine Learning Research 22 (1), 427-458, 2021 | 55 | 2021 |
| An efficient semismooth Newton based algorithm for convex clustering Y Yuan, D Sun, KC Toh International Conference on Machine Learning, 5718-5726, 2018 | 25 | 2018 |
| Invariant Collaborative Filtering to Popularity Distribution Shift A Zhang, J Zheng, X Wang, Y Yuan, TS Chua Proceedings of the ACM Web Conference 2023, 1240-1251, 2023 | 10 | 2023 |
| Adaptive sieving: A dimension reduction technique for sparse optimization problems Y Yuan, M Lin, D Sun, KC Toh arXiv preprint arXiv:2306.17369, 2023 | 8* | 2023 |
| A Dimension Reduction Technique for Large-scale Structured Sparse Optimization Problems with Application to Convex Clustering Y Yuan, TH Chang, D Sun, KC Toh SIAM Journal on Optimization 32 (3), 2294-2318, 2022 | 6 | 2022 |
| Understanding deep learning via decision boundary S Lei, F He, Y Yuan, D Tao IEEE Transactions on Neural Networks and Learning Systems, 2023 | 3 | 2023 |
| A Highly Efficient Algorithm for Solving Exclusive Lasso Problems M Lin, Y Yuan, D Sun, KC Toh arXiv preprint arXiv:2306.14196, 2023 | 3* | 2023 |
| Differentiable invariant causal discovery Y Wang, A Zhang, X Wang, Y Yuan, X He, TS Chua arXiv preprint arXiv:2205.15638, 2022 | 2 | 2022 |
| Robust interactive image segmentation via iterative refinement Y Peng, J Zhang, Y Yuan, S Zhu, L Fang 2014 IEEE International Conference on Image Processing (ICIP), 4383-4387, 2014 | 2 | 2014 |
| Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion Z Yang, J Wu, Z Wang, X Wang, Y Yuan, X He arXiv preprint arXiv:2310.20453, 2023 | 1 | 2023 |
| An Efficient HPR Algorithm for the Wasserstein Barycenter Problem with Computational Complexity G Zhang, Y Yuan, D Sun arXiv preprint arXiv:2211.14881, 2022 | 1 | 2022 |
| On the Test Accuracy and Effective Control of the COVID-19 Pandemic: A Case Study in Singapore G Cheng, SY Gao, Y Yuan, C Zhang, Z Zheng INFORMS Journal on Applied Analytics 52 (6), 524-538, 2022 | 1 | 2022 |
| Large Language Model Can Interpret Latent Space of Sequential Recommender Z Yang, J Wu, Y Luo, J Zhang, Y Yuan, A Zhang, X Wang, X He arXiv preprint arXiv:2310.20487, 2023 | | 2023 |
| An efficient sieving based secant method for sparse optimization problems with least-squares constraints Q Li, D Sun, Y Yuan arXiv preprint arXiv:2308.07812, 2023 | | 2023 |
| Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees Z Wang, Y Yuan, J Ma, T Zeng, D Sun arXiv preprint arXiv:2303.16841, 2023 | | 2023 |
| Decision boundary variability and generalization in neural networks S Lei, F He, Y Yuan, D Tao | | 2021 |
| Simultaneous Model for Clustering and Intra-Group Feature Selection Y Yancheng PQDT-Global, 2020 | | 2020 |
Defeng Sun (孙德锋)Chair Professor of Applied Optimization and OR, The Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
