| 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 | 482 | 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 | 93 | 2020 |
| Llara: Large language-recommendation assistant J Liao, S Li, Z Yang, J Wu, Y Yuan, X Wang, X He Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 88* | 2024 |
| Convex clustering: Model, theoretical guarantee and efficient algorithm D Sun, KC Toh, Y Yuan Journal of Machine Learning Research 22 (9), 1-32, 2021 | 79 | 2021 |
| Generate what you prefer: Reshaping sequential recommendation via guided diffusion Z Yang, J Wu, Z Wang, X Wang, Y Yuan, X He Advances in Neural Information Processing Systems 36, 24247-24261, 2023 | 59 | 2023 |
| 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 | 43 | 2023 |
| 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 | 36 | 2023 |
| An efficient semismooth Newton based algorithm for convex clustering Y Yuan, D Sun, KC Toh International Conference on Machine Learning, 5718-5726, 2018 | 32 | 2018 |
| Revisiting demonstration selection strategies in in-context learning K Peng, L Ding, Y Yuan, X Liu, M Zhang, Y Ouyang, D Tao arXiv preprint arXiv:2401.12087, 2024 | 29 | 2024 |
| Understanding deep learning via decision boundary S Lei, F He, Y Yuan, D Tao IEEE Transactions on Neural Networks and Learning Systems, 2023 | 17 | 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 | 12 | 2022 |
| Adaptive sieving: A dimension reduction technique for sparse optimization problems Y Yuan, M Lin, D Sun, KC Toh arXiv preprint arXiv:2306.17369, 2023 | 11* | 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 | 7 | 2022 |
| HPR-LP: An implementation of an HPR method for solving linear programming K Chen, D Sun, Y Yuan, G Zhang, X Zhao arXiv preprint arXiv:2408.12179, 2024 | 6 | 2024 |
| Accelerating preconditioned ADMM via degenerate proximal point mappings D Sun, Y Yuan, G Zhang, X Zhao arXiv preprint arXiv:2403.18618, 2024 | 6 | 2024 |
| A highly efficient algorithm for solving exclusive lasso problems M Lin, Y Yuan, D Sun, KC Toh Optimization Methods and Software 39 (3), 489-518, 2024 | 5* | 2024 |
| RosePO: Aligning LLM-based Recommenders with Human Values J Liao, X He, R Xie, J Wu, Y Yuan, X Sun, Z Kang, X Wang arXiv preprint arXiv:2410.12519, 2024 | 3 | 2024 |
| LAMBDA: A Large Model Based Data Agent M Sun, R Han, B Jiang, H Qi, D Sun, Y Yuan, J Huang arXiv preprint arXiv:2407.17535, 2024 | 3 | 2024 |
| Collective certified robustness against graph injection attacks Y Lai, B Pan, K Chen, Y Yuan, K Zhou arXiv preprint arXiv:2403.01423, 2024 | 3 | 2024 |
| 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 | 3 | 2023 |
Xiang WangUniversity of Science and Technology of Chinaایمیل تأیید شده در ustc.edu.cn
