Suivre
Yancheng Yuan
Yancheng Yuan
Assistant Professor, The Hong Kong Polytechnic University
Adresse e-mail validée de polyu.edu.hk - Page d'accueil
Titre
Citée par
Citée par
Année
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
4772021
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
902020
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
86*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
782021
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, 2024
572024
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
412023
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
372023
An efficient semismooth Newton based algorithm for convex clustering
Y Yuan, D Sun, KC Toh
International Conference on Machine Learning, 5718-5726, 2018
312018
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
212024
Understanding deep learning via decision boundary
S Lei, F He, Y Yuan, D Tao
IEEE Transactions on Neural Networks and Learning Systems, 2023
172023
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
122022
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
72022
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
52024
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
Accelerating preconditioned ADMM via degenerate proximal point mappings
D Sun, Y Yuan, G Zhang, X Zhao
arXiv preprint arXiv:2403.18618, 2024
52024
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
32024
Collective Certified Robustness against Graph Injection Attacks
Y Lai, B Pan, K Chen, Y Yuan, K Zhou
arXiv preprint arXiv:2403.01423, 2024
32024
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
32022
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
22024
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