Yancheng Yuan
Yancheng Yuan
Assistant Professor, The Hong Kong Polytechnic University
Verified email at - Homepage
Cited by
Cited by
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
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
Convex clustering: Model, theoretical guarantee and efficient algorithm
D Sun, KC Toh, Y Yuan
Journal of Machine Learning Research 22 (9), 1-32, 2021
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
An efficient semismooth Newton based algorithm for convex clustering
Y Yuan, D Sun, KC Toh
International Conference on Machine Learning, 5718-5726, 2018
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
Llara: Aligning large language models with sequential recommenders
J Liao, S Li, Z Yang, J Wu, Y Yuan, X Wang, X He
arXiv preprint arXiv:2312.02445, 2023
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
Adaptive sieving: A dimension reduction technique for sparse optimization problems
Y Yuan, M Lin, D Sun, KC Toh
arXiv preprint arXiv:2306.17369, 2023
Understanding deep learning via decision boundary
S Lei, F He, Y Yuan, D Tao
IEEE Transactions on Neural Networks and Learning Systems, 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
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
A highly efficient algorithm for solving exclusive lasso problems
M Lin, Y Yuan, D Sun, KC Toh
Optimization Methods and Software, 1-30, 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
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
Differentiable invariant causal discovery
Y Wang, A Zhang, X Wang, Y Yuan, X He, TS Chua
arXiv preprint arXiv:2205.15638, 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
Accelerating preconditioned ADMM via degenerate proximal point mappings
D Sun, Y Yuan, G Zhang, X Zhao
arXiv preprint arXiv:2403.18618, 2024
Collective Certified Robustness against Graph Injection Attacks
Y Lai, B Pan, K Chen, Y Yuan, K Zhou
arXiv preprint arXiv:2403.01423, 2024
XAI for In-hospital Mortality Prediction via Multimodal ICU Data
X Li, J Gu, Z Wang, Y Yuan, B Du, F He
arXiv preprint arXiv:2312.17624, 2023
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